AAN: 7. Neural Networks and Deep Learning

ID	Topic Name
71	Deep Learning
72	Introduction to Word Embeddings
73	Deep Learning Tools
74	Neural Networks
75	Applications of Neural Networks

Title (link)	Author	Date	Votes	Error
Artificial neural networks and the challenge of compositional generalization	Marco Baroni	2018	- 0 +	Report
Deep Q-Networks	Volodymyr Mnih	2017	- 0 +	Report
Stochastic Computation Graphs, and Pathwise Derivative Policy Gradient Methods	John Schulman	2017	- 0 +	Report
Natural Language Generation (Not Only) in Dialogue Systems	Ondrej Dusek	2013	- 0 +	Report
What Can Neural Networks Teach us about Language?	Estevam Hruschka	2017	- 0 +	Report
Lecture 2: Sampling-based Approximations And Function Fitting	Rocky Duan	2017	- 0 +	Report
The Nuts and Bolts of Deep RL Research	John Schulman	2017	- 0 +	Report
Recent Advances and Frontiers in Deep RL	Volodymyr Mnih	2017	- 0 +	Report
Evolution & Successes of Neural Sequence Models for NLP	Stephan Gouws	2019	- 0 +	Report
Advanced Policy Gradient Methods: Natural Gradient, TRPO, and More	John Schulman	2017	- 0 +	Report
How can we take deep RL into the real world?	Sergey Levine	2017	- 0 +	Report
Cross-lingual Word Embeddings and Beyond	Sebastian Ruder	2019	- 0 +	Report
Model-Based [Deep] Reinforcement Learning	Chelsea Finn	2017	- 0 +	Report
DRL4NLP: Deep Reinforcement Learning for Natural Language Processing	William Wang, Jiwei Li, Xiaodong He	2018	- 0 +	Report
Graph Structure of Neural Networks	Jiaxuan You	2020	- 0 +	Report
Policy Gradients	Pieter Abbeel	2017	- 0 +	Report
Derivative-free and Evolutionary Methods	Peter Chen	2017	- 0 +	Report

Title (link)	Author	Date	Votes	Error
Lecture 14: Graph Neural Networks	Xavier Bresson	2019	- 0 +	Report
Full Stack Deep Learning Lecture 2.A: Convolutional Neural Networks	Josh Tobin	2021	- 0 +	Report
Lecture 1: Introduction to Deep Learning	Xavier Bresson	2019	- 0 +	Report
Recent Developments in Graph Network Architectures	Xavier Bresson	2021	- 0 +	Report
Lecture 13: Attention Neural Networks	Xavier Bresson	2019	- 0 +	Report
Full Stack Deep Learning Lecture 0: Introduction	Josh Tobin	2021	- 0 +	Report
Automatic differentiation	Mathieu Blondel	2020	- 0 +	Report
Full Stack Deep Learning Lecture 1: Fundamentals of Deep Learning	Sergey Karayev	2021	- 0 +	Report
Introduction to Deep Learning II Learning from Text	Rosanne Liu	2021	- 0 +	Report
Full Stack Deep Learning Lab 1: Introduction and Setup	Sergey Karayev	2021	- 0 +	Report
Introduction to Deep Learning - I	Naila Murray	2020	- 0 +	Report
Graph Convolutional Networks	Tutorial	2020	- 0 +	Report
Full Stack Deep Learning Lecture 2.B: Computer Vision Applications	Sergey Karayev	2021	- 0 +	Report
Benchmarking Graph Neural Networks	Xavier Bresson	2021	- 0 +	Report

Title (link)	Author	Date	Votes	Error
Subword Neural Machine Translation	Rico sennrich	2018	- 0 +	Report
TensorFlow Agents	Author Unknown	2017	- 0 +	Report
Deep Learning Models	Rasbt	2019	- 0 +	Report

Title (link)	Author	Date	Votes	Error
Deep Learning on Graphs: An Introduction	Yao Ma and Jiliang Tang	2020	- 0 +	Report
Chapter 11 Application in Computer Vision	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Advanced Applications in Graph Neural Networks	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Chapter 2 Foundation of Graphs	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Robust Graph Neural Networks	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Chapters	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Chapter 10 Application in Natrual Language Processing	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Advanced Topics in Graph Neural Networks	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Chapter 1 Deep Learning on Graphs: An Introduction	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Graph Neural Networks	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Bibliography	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Chapter 9 Beyond GNNs: More Deep Models on Graphs	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Deep Learning on Graphs	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Graph Neural Networks in Biochemistry and Healthcare	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Chapter 15 Advanced Applications in Graph Neural Networks	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Graph Embedding	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Beyond GNNs: More Deep Models on Graphs	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Index	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Chapter 5 Graph Neural Networks	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Graph Neural Networks in Data Mining	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Chapter 14 Advanced Topics in Graph Neural Networks	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Foundations of Deep Learning	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Chapter 4 Graph Embedding	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Graph Neural Networks on Complex Graphs	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Graph Neural Networks in Computer Vision	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Chapter 13 Application in Bio-chemistry and Healthcare	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Foundations of Graphs	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Chapter 3 Foundation of Deep Learning	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Scalable Graph Neural Networks	Yao Ma, Jiliang Tang	2020	- 0 +	Report
Graph Neural Networks in Natural Language Processing	Yao Ma, Jiliang Tang	2020	- 0 +	Report

Title (link)	Author	Date	Votes	Error
Deep Learning	Ian Goodfellow and Yoshua Bengio and Aaron Courville	2016	- 0 +	Report
A Survey of Multilingual Neural Machine Translation	Raj Dabre	2019	- 0 +	Report
NLP DL lecture notes NYU	Kyunghyun Cho	2017	- 0 +	Report
How to Automatically Generate Textual Descriptions for Photographs with Deep Learning	Jason Brownlee	2017	- 0 +	Report
Taxonomy of Methods for Deep Meta Learning	Carlos E. Perez	2017	- 0 +	Report
Bayesian Reasoning and Machine Learning	David Barber	2016	- 0 +	Report
Neural Approaches to Conversational {AI}	Jianfeng Gao and Michel Galley and Lihong Li	2018	- 0 +	Report
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks	Shivang Agarwal and Jean Ogier Du Terrail and Fr{\'{e}}d{\'{e}}ric Jurie	2018	- 0 +	Report
Generative Learning algorithms	Andrew Ng	2017	- 0 +	Report
Tractable Learning in Structured Probability Spaces	Adnan Darwiche	2017	- 0 +	Report
Dive into Deep Learning	Aston Zhang	2019	- 0 +	Report
Deep Learning: An Introduction for Applied Mathematicians	Higham, Catherine F and Higham, Desmond J	2018	- 0 +	Report
Information Theory, Inference, and Learning Algorithm	David J. C. MacKay	2003	- 0 +	Report
Deep Learning for Natural Language Processing	Tianchuan Du, Vijay K. Shanker	2013	- 0 +	Report
Deep models for Paraphrase and Summarization	Yitong	2017	- 0 +	Report
A Survey on Deep Learning in Medical Image Analysis	"Geert Litjens, Thijs Kooi, Babak Ehteshami Bejnordi, Arnaud Arindra Adiyoso Setio, Francesco Ciompi, Mohsen Ghafoorian, Jeroen A.W.M. van der Laak, Bram van Ginneken, Clara I. Sanchez"	2017	- 0 +	Report
Natural Language Processing with Deep Learning	Christopher Manning, Richard Socher	2017	- 0 +	Report
Deep Learning with Python	Francois Chollet	2017	- 0 +	Report
A dynamic view of the deep learning world	Soumith Chintala	2017	- 0 +	Report
Supervised sequence labelling with RNN	Alex Graves	2012	- 0 +	Report
A Survey on Neural Network-Based Summarization Methods	Yue Dong	2018	- 0 +	Report
Learning Book	Author Unknown	1181	- 0 +	Report
Recent Advances in Recurrent Neural Networks	Hojjat Salehinejad and Julianne Baarbe and Sharan Sankar and Joseph Barfett and Errol Colak and Shahrokh Valaee	2018	- 0 +	Report
Recurrent Neural Networks for Language Processing	Microsoft	2012	- 0 +	Report
Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) Network	Alex Sherstinsky	2018	- 0 +	Report
Analysis of the AutoML Challenge series 2015-2018	Isabelle Guyon and Lisheng Sun-Hosoya and Marc Boull ?e and Hugo Jair Es- calante and Sergio Escalera and Zhengying Liu and Damir Jajetic and Bisakha Ray and Mehreen Saeed and Michele Sebag and Alexan	2018	- 0 +	Report
Neural Approaches to Conversational AI	Jianfeng Gao, Michel Galley, Lihong Li	2018	- 0 +	Report
A Tour of The Top 10 Algorithms for Machine Learning Newbies	Sunil Ray	2018	- 0 +	Report
Word Embeddings and Their Challenges	Parsa Ghaffari	2016	- 0 +	Report
A Brief Introduction to Neural Networks	David Kriesel	2018	- 0 +	Report
A Survey of Word Embeddings Evaluation Methods	Amir Bakarov	2018	- 0 +	Report
Deep Learning in Neural Networks: An Overview	J?rgen Schmidhuber	2014	- 0 +	Report
BAIR Retreat 3/28/17	Trevor Darrell	2017	- 0 +	Report
Pattern Recognition and Machine Learning	Christopher M. Bishop	2006	- 0 +	Report
What is a CapsNet or Capsule Network?	Debarko De	2017	- 0 +	Report
Neural Network Methods for Natural Language Processing	Yoav Goldberg	2017	- 0 +	Report
Neural Architecture Search	Thomas Elsken, Jan Hendrik Metzen, Frank Hutter	2018	- 0 +	Report
Cheat Sheets for AI, Neural Networks, Machine Learning, Deep Learning & Big Data	Stefan Kojouharov	2017	- 0 +	Report
Deep Learnnig at Oxford 2015	Nando de Freitas	2015	- 0 +	Report
Recurrent Neural Net describes images like Taylor Swift or Romantic Novel	Samlm	2015	- 0 +	Report
Deep Learning Book Playlist	Author Unknown	2017	- 0 +	Report
Towards Automatically-Tuned Deep Neural Networks	Hector Mendoza, Aaron Klein, Matthias Feurer, Jost Tobias Springenberg, Matthias Urban, Michael Burkart, Max Dippel, Marius Lindauer, Frank Hutter	2018	- 0 +	Report
Introduction to Deep Learning for Natural Language Processing	Bargava	2016	- 0 +	Report
CS 224D: Deep Learning for NLP, Lecture Notes 2	Francois Chaubard, Rohit Mundra, Richard Socher	2015	- 0 +	Report
Natural Language Understanding with Distributed Representation	Kyunghyun Cho	2015	- 0 +	Report
A Survey on Deep Learning based Brain Computer Interface: Recent Advances and New Frontiers	Xiang Zhang	2019	- 0 +	Report
Notes on Deep Learning for NLP	Antoine J.-P. Tixier	1181	- 0 +	Report
word2vec Parameter Learning Explained	Xin Rong	2015	- 0 +	Report
An Overview of ResNet and its Variants	Vincent Fung	2017	- 0 +	Report
Long Short-Term Memory Over Recursive Structures	Xiaodan Zhu, Parinaz Sobhani, Hongyu Guo	2017	- 0 +	Report
Lecture Slides for the Oxford Deep Natural Language Processing Course	Phil Blunsom, Chris Dyer, Edward Grefenstette, Karl Moritz Hermann, Andrew Senior, Wang Ling, Jeremy Appleyard	2017	- 0 +	Report
Natural Language Processing	Jacob Eisenstein	2018	- 0 +	Report
Symbolic memories in the brain	Christos Papadimitriou	2017	- 0 +	Report
PyTorch tutorial	Yunjey Choi	2017	- 0 +	Report
Deep Learning	Ian Goodfellow and Yoshua Bengio and Aaron Courville	2016	- 0 +	Report
Machine Learning for NLP	Charu C. Aggarwal	2018	- 0 +	Report
Everything you need to know about Neural Networks	Kailash Ahirwar	2017	- 0 +	Report
SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary	Alberto Fernandez, Salvador Garcia, Francisco Herrera, Nitesh V. Chawla	2018	- 0 +	Report
Computer Vision by Andrew Ng_- 11 Lessons Learned	Ryan Shrott	2017	- 0 +	Report
Few-shot Learning: A Survey	YAQING WANG	2019	- 0 +	Report
Deep learning at Oxford 2015	Nando de Freitas	2015	- 0 +	Report
A tutorial survey of architectures, algorithms, and applications for deep learning	Li Deng	2014	- 0 +	Report
Mastering the game of Go with deep neural networks and tree search	David Silver, Aja Huang, Chris J. Maddison, Arthur Guez, Laurent Sifre, George van den Driessche, Julian Schrittwieser, Ioannis Antonoglou, Veda Panneershelvam, Marc Lanctot, Sander Dieleman, Dominik	2016	- 0 +	Report
Lecture Notes: Some notes on gradient descent	Marc Toussaint	2012	- 0 +	Report
Neural Networks and Neural Language Models	Daniel Jurafsky, James H. Martin	2017	- 0 +	Report
Gradient Flow in Recurrent Nets: the Difficulty of Learning Long-Term Dependencies	Sepp Hochreiter, Yoshua Bengio, Pailo Frasconi, Jurgen Schmidhuber	2001	- 0 +	Report
Deep Learning, NLP, and Representations	Christopher Olah	2014	- 0 +	Report
Deep Learning in Neural Networks: An Overview	J{\"{u}}rgen Schmidhuber	2014	- 0 +	Report
6.S191: Introduction to Deep Learning	Nick Locascio, Harini Suresh	2017	- 0 +	Report
Solution: How to Win at Deep Learning	Pradeep Mutalik	2017	- 0 +	Report
CS 224D: Deep Learning for NLP, Lecture Notes 1	Francois Chaubard, Rohit Mundra, Richard Socher	2015	- 0 +	Report
word2vec Parameter Learning Explained	Xin Rong	2016	- 0 +	Report
A Beginner's Guide to the Mathematics of Neural Networks	A. C. C. Coolen	1181	- 0 +	Report
Natural Language Understanding with Distributed Representation	Kyunghyun Cho	2015	- 0 +	Report
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning	Jose Camacho-Collados, Mohammad Taher Pilehvar	2018	- 0 +	Report
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks	Shivang Agarwal, Jean Ogier du Terrail, Frédéric Jurie	2018	- 0 +	Report
Semi-Random Units for Learning Neural Networks with Guarantees	Bo Xie, Yingyu Liang, Kenji Kawaguchi and Le Song	2017	- 0 +	Report
Deep Learning & NLP	Roelof Pieters	2014	- 0 +	Report
Visual Question Answering	Devi Parikh	2017	- 0 +	Report
Machine Learning with TensorFlow	Nishant Shukla	2017	- 0 +	Report
Algorithms for Massive Data Problems	Avrim Blum, John Hopcroft, Ravindran Kannan	2015	- 0 +	Report
Neural Components In Statistical Machine Translation	Author Unknown	2017	- 0 +	Report
A Gentle Intro to Transfer Learning	Slav Ivanov	2017	- 0 +	Report
LeNet 5, AlexNet, VGG -16 from Deeplearning.ai	Shahariar Rabby	2017	- 0 +	Report
Neural networks class - Université de Sherbrooke	Hugo Larochelle	2016	- 0 +	Report
Deep Learning on Graphs: {A} Survey	Ziwei Zhang and Peng Cui and Wenwu Zhu	2018	- 0 +	Report
The Matrix Calculus You Need For Deep Learning	Terence Parr and Jeremy Howard	2018	- 0 +	Report
The Unreasonable Effectiveness of Recurrent Neural Networks	Andrej Karpathy	2015	- 0 +	Report
How to Win at Deep Learning	Pradeep Mutalik	2017	- 0 +	Report
Deep Learning on Graphs: A Survey	"Ziwei Zhang, Peng Cui and Wenwu Zhu"	2018	- 0 +	Report
A Gentle Introduction To Neural Networks Series_- Part 1	David Fumo	2017	- 0 +	Report
Neural Style Transfer: {A} Review	Yongcheng Jing and Yezhou Yang and Zunlei Feng and Jingwen Ye and Mingli Song	2017	- 0 +	Report
Representation Learning: A Review and New Perspectives	Yoshua Bengio, Aaron Courville, Pascal Vincent	2014	- 0 +	Report
Recent Advances in Recurrent Neural Networks	Hojjat Salehinejad, Sharan Sankar, Joseph Barfett, Errol Colak, Shahrokh Valaee	2018	- 0 +	Report
Non-Convex Optimization for Machine Learning	Prateek Jain, Purushottam Kar	2017	- 0 +	Report
DeepAA	OsciiArt	2017	- 0 +	Report
A Statistical View of Deep Learning	Shakir Mohamed	2015	- 0 +	Report
Recent Progress on CNNs for Object Detection and Image Compression	Rahul Sukthankar	2017	- 0 +	Report
TensorFlow Disappoints - Google Deep Learning falls shallow	Matthew Mayo	2015	- 0 +	Report
A Tutorial on Deep Learning Part 2: Autoencoders, Convolutional Neural Networks and Recurrent Neural Networks	Quoc V. Le	2015	- 0 +	Report
From Feature To Paradigm: Deep Learning In Machine Translation	Marta R. Costa-juss?	2018	- 0 +	Report
What a Deep Neural Network thinks about your #selfie	Andrej Karpathy	2015	- 0 +	Report
Deep Learning: An Introduction for Applied Mathematicians	Catherine F. Higham, Desmond J. Higham	2018	- 0 +	Report
A Survey on Multi-output Learning	Donna Xu, Yaxin Shi, Ivor W. Tsang, Yew-Soon Ong, Chen Gong, and Xiaobo Shen	2019	- 0 +	Report
Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python	Sebastian Raschka	2016	- 0 +	Report
Neural Networks and Deep Learning	Michael Nielsen	2017	- 0 +	Report
Meet Parsey's Cousin: Syntax for 40 languages, plus new SyntaxNet capabilities	Chris Alberti, Dave Orr, Slav Petrov	2016	- 0 +	Report
cs231n: lecture videos	Andrej Karpathy	2016	- 0 +	Report
Machine Learning	Raymond J. Mooney	1181	- 0 +	Report
Practical Deep Learning For Coders, Part 1,	Jeremy Howard	2016	- 0 +	Report
Deep Learning Methods and Applications	Li Deng, Dong Yu	2017	- 0 +	Report
Deep Learning for Sentiment Analysis : {A} Survey	Lei Zhang and Shuai Wang and Bing Liu	2018	- 0 +	Report
A Course in Machine Learning	Hal Daume III	2017	- 0 +	Report
Deep Learning Methods and Applications	Li Deng and Dong Yu	2014	- 0 +	Report
Deep Learning - The Straight Dope	Zack Chase Lipton, Aston Zhang, Mu Li, Eric Junyuan Xie, Steffen Rochel	2017	- 0 +	Report
Hyperopt-Sklearn	Brent Komer and James Bergstra and Chris Eliasmith	1189	- 0 +	Report
Deep Learning Tutorials	Lisa Lab	2010	- 0 +	Report
A Primer on Neural Network Models for Natural Language Processing	Yoav Goldberg	2016	- 0 +	Report
Dependency-Based Word Embeddings	Omer Levy, Yoav Goldberg	2014	- 0 +	Report
On the Origin of Deep Learning	Haohan Wang and Bhiksha Raj and Eric P. Xing	2017	- 0 +	Report
CS 224D: Deep Learning for NLP, Lecture Notes 5	Francois Chaubard, Rohit Mundra, Richard Socher	2015	- 0 +	Report
A Primer on Neural Network Models for Natural Language Processing	Yoav Goldberg	2015	- 0 +	Report
Word Embeddings, Sense Embeddings and their Application to Word Sense Induction	Linfeng Song	2016	- 0 +	Report
A Probabilistic Theory of Deep Learning	Ankit B. Patel, Tan Nguyen, Richard G. Baraniuk	2015	- 0 +	Report
A Tutorial on Deep Learning Part 1: Nonlinear Classifiers and The Backpropagation Algorithm	Quoc V. Le	2015	- 0 +	Report
Deep Learning For NLP In Pytorch	Robert Guthrie	2017	- 0 +	Report
Unsupervised Learning	Zoubin Ghahramani	2005	- 0 +	Report

Title (link)	Author	Date	Votes	Error
Generative Question Answering	Jun Yin, Xin Jiang, Zhengdong Lu, Lifeng Shang, Hang Li, Xiaoming Li	2016	- 0 +	Report
Contextual RNN-GANs for Abstract Reasoning Diagram Generation: code	Arnab Ghosh, Viveka Kulharia, Amitabha Mukerjee, Vinay Namboodiri, Mohit Bansal	2016	- 0 +	Report
monkeylearn-python	Monkeylearn	2017	- 0 +	Report
Deep Reinforcement Learning in TensorFlow	Taehoon Kim	2017	- 0 +	Report
Announcing TensorFlow Fold: Deep Learning With Dynamic Computation Graphs	Moshe Looks, Marcello Herreshoff, DeLesley Hutchins	2017	- 0 +	Report
PySyft	OpenMined	2019	- 0 +	Report
spark-nlp	John Snow	2018	- 0 +	Report
Dialog-based Language Learning	Jiwei Li	2016	- 0 +	Report
PySC2 - StarCraft II Learning Environment	Author Unknown	2017	- 0 +	Report
Temporal Summarization	Chris Kedzie	2016	- 0 +	Report
LISA: Linguistically-Informed Self-Attention	strubell	2018	- 0 +	Report
Neural Networks demo in Javascript	Andrej Karpathy	2017	- 0 +	Report
NeuralTalk2	Andrej Karpathy, Justin Johnson	2015	- 0 +	Report
SkFlow	TensorFlow	2016	- 0 +	Report
Neural Doodle	Alex J. Champandard, Jared Feng	2017	- 0 +	Report
Word Embeddings and Document Vectors	Ashok Chilakapati	2018	- 0 +	Report
DeepWalk	Bryan Perozzi, Rami Al-Rfou, Haochen Chen	2014	- 0 +	Report
Research Text Summarization	Jatin Arora	2017	- 0 +	Report
Effective Approaches to Attention-based Neural Machine Translation	Thang Luong, Hieu Pham, Christopher Manning	2015	- 0 +	Report
TensorFlow Examples	Aymeric Damien, Norman Heckscher	2017	- 0 +	Report
DeepLearning4j: Deep learning framework in Java	Alex Black, Suneel Marthi, Kai Sasake, Taisuke Oe, Jeffrey Tang, Melanie Warrick, and Eron Wright	2017	- 0 +	Report
Deep learning made easy	Zygmunt Zaj?c	2013	- 0 +	Report
fast_align	Chris Dyer, Victor Chahuneau, Noah A. Smith	2016	- 0 +	Report
Neural Network Libraries	Sony	2017	- 0 +	Report
Emergent Translation in Multi-Agent Communication	Jason Lee, Kyunghyun Cho, Jason Weston, Douwe Kiela	2018	- 0 +	Report
Character-Aware Neural Language Models	Taehoon Kim	2015	- 0 +	Report
Lasagne	Jan Schlüter, Sander Dieleman, Colin Raffel, Eben Olson, Søren Kaae Sønderby, Daniel Nouri	2014	- 0 +	Report
Summarizing Source Code using a Neural Attention Model - CODENN	Srinivasan Iyer	2017	- 0 +	Report
Sign-Language	Dibakar Saha	2018	- 0 +	Report
InferSent	Alex Conneau	2017	- 0 +	Report
Introducing Cloud Natural Language API, Speech API open beta and our West Coast region expansion	Apoorv Saxena	2016	- 0 +	Report
Neural Caption Generator with Attention	Taeksoo Kim	2015	- 0 +	Report
finetune-transformer-lm	openai	2018	- 0 +	Report
CNTK	Venelin Valkov	2015	- 0 +	Report
Retrofitting	Manaal Faruqui	2017	- 0 +	Report
Tensorflow Implementation of Recursive Neural Networks	Kai Sheng Tai, Richard Socher, and Christopher D. Manning	2017	- 0 +	Report
Attention is all you need: A Pytorch Implementation	Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia Polosukhin, arxiv	2017	- 0 +	Report
Concrete solutions to real problems	Emmanuel Ameisen	2018	- 0 +	Report
NEMATUS: Attention-based encoder-decoder model for neural machine translation	Rico Sennrich	2015	- 0 +	Report
Wikianswers	Author Unknown	2017	- 0 +	Report
Automatically generate headlines to short articles	Ehud Ben-Reuven	2017	- 0 +	Report
theanets	Leif Johnson	2017	- 0 +	Report
Restricted Boltzmann Machines in Python	Edwin Chen	2011	- 0 +	Report
lda2vec: Tools for interpreting natural language	cemoody	2018	- 0 +	Report
BEGAN: Boundary Equilibrium Generative Adversarial Networks	Heumi	2017	- 0 +	Report
Graph ConvNets in PyTorch	Xavier Bresson	2017	- 0 +	Report
ProPPR: Programming with Personalized PageRank	William Yang Wang, Kathryn Mazaitis, William W. Cohen	2016	- 0 +	Report
Potara: Multi-document summarization tool	sildar	2015	- 0 +	Report
Relation Classification using LSTMs on Sequences and Tree Structures	Author Unknown	2017	- 0 +	Report
NMT-Keras	Alvaro Peris	2017	- 0 +	Report
Easy-first Parser	Eliyahu Kiperwasser	2016	- 0 +	Report
Pix2code	Author Unknown	2017	- 0 +	Report
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context	kimiyoung	2019	- 0 +	Report
Mathematics_for_Machine_Learning_Examples	Deep Learning Indaba	2018	- 0 +	Report
Sort-of-CLEVR	Kim Heecheol	2017	- 0 +	Report
Show, Attend and Tell	yunjey	2016	- 0 +	Report
NNBlocks	Frederico Tommasi Caroli	2016	- 0 +	Report
DataVec	Deeplearning4j	2017	- 0 +	Report
Kyunghyun Cho's software	Kyunghyun Cho	2017	- 0 +	Report
Learning to Execute	Abhi Agg, Wojciech Zaremba	2014	- 0 +	Report
Simple and Efficient Learning with Dynamic Neural Networks	Graham Neubig	2017	- 0 +	Report
Convolutional Neural Networks for Matlab for classification and segmentation	Sergey Demyanov	2013	- 0 +	Report
word2vec-recommender	Manas Ranjan Kar, Akhil Gupta	2017	- 0 +	Report
Rapid Adaptation of Neural Machine Translation to New Languages	Graham Neubig, Junjie Hu	2018	- 0 +	Report
A (Heavily Documented) TensorFlow Implementation of Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model	Kyubyong	2017	- 0 +	Report
PathLSTM	Michael Roth, Mirella Lapata	2017	- 0 +	Report
End-to-end Neural Coreference Resolution	Kenton Lee	2017	- 0 +	Report
CMUSphinx Tutorial For Developers	Alex Rudnicky, Alan W. Black, Bhiksha Raj, David Huggins-Daines, Evandro B. Gouvea, Kevin A. Lenzo, Nickolay V. Shmyrev,Peter Wolf, Apurv Tiwari,Cosmin Boaca,Eric H. Thayer ,Arseniy Gorin, Holger Bran	2017	- 0 +	Report
Pointer Networks in Tensorflow	Dev Nag	2016	- 0 +	Report
displaCy.js: An open-source NLP visualiser for the modern web	Author Unknown	2017	- 0 +	Report
Charagram: Embedding Words and Sentences via Character n-grams	John Wieting	2016	- 0 +	Report
Attention-Based Summarization	Taehoon Kim	2016	- 0 +	Report
Microsoft Updates its Deep Learning Toolkit	Chris Basoglu	2017	- 0 +	Report
KL Divergence	Thushan Ganegedara	2018	- 0 +	Report
neural image analogies	Adam Wentz	2016	- 0 +	Report
NeuralKart - A Real-time Mario Kart AI using CNNs, Offline Search, and DAGGER	rameshvarun	2017	- 0 +	Report
Provably robust neural networks	Eric Wong, Zico Kolter	2018	- 0 +	Report
Deep Learning Tutorial for Beginners	Kaan Can	2018	- 0 +	Report
thunlp/paragraph2vec	Tsinghua University	2017	- 0 +	Report
RankPy	Tomas Tunys	2016	- 0 +	Report
Seq2Seq Chatbot	Author Unknown	2017	- 0 +	Report
seq2seq	Anna Goldie, Denny Britz	2017	- 0 +	Report
Python Library for Probabilistic Graphical Models	Ankur Ankan	2017	- 0 +	Report
Fully Character-Level Neural Machine Translation	Jason Lee, Kyunghyun Cho	2016	- 0 +	Report
Blocks	LISA Lab	2015	- 0 +	Report
TRAIN FASTER-RCNN ON A NEW DATASET	Ross Girshick, Xin Lei Pan	2015	- 0 +	Report
Skorch	Benjamin Bossan, Daniel Nouri, Marian Tietz	2017	- 0 +	Report
LabelImg	Darren Lo	2017	- 0 +	Report
Unsupervised NMT with TensorFlow and OpenNMT-tf	OpenNMT	2018	- 0 +	Report
t-SNE running on 50-dimensional word vectors	Andrej Karpathy	2017	- 0 +	Report
awesome-question-answering	Apurv Verma	2017	- 0 +	Report
Colibri Core	Maarten van Gompel	2017	- 0 +	Report
Word Embedding Visual Inspector	Xin Rong	2015	- 0 +	Report
Neural Networks for NLP Code Examples	neubig	2019	- 0 +	Report
Predefined Sparseness in Recurrent Sequence Models	tdmeeste	2018	- 0 +	Report
Question-Answer Dataset	Noah A. Smith, Michael Heilman, Rebecca Hwa	2013	- 0 +	Report
PyTorch	Adam Paszke, Sam Gross and Soumith Chintala	2012	- 0 +	Report
Stack RNN	Armand Joulin, Tomas Mikolov	2015	- 0 +	Report
neuro-lab	Nuel Ezenwere	2017	- 0 +	Report
Can Convolutional Neural Networks Crack Sudoku Puzzles?	Kyubyong	2017	- 0 +	Report
Addressee and Response Selection System	Hiroki Ouchi, Yuta Tsuboi	2016	- 0 +	Report
sumpy	Chris Kedzie	2016	- 0 +	Report
Success with Style: Using Writing Style to Predict the Success of Novels.	Vikas Ashok, Song Feng, and Yejin Choi	2013	- 0 +	Report
The Neural Turing Machine	Author Unknown	2017	- 0 +	Report
Latent Alignment and Variational Attention	harvardnlp	2018	- 0 +	Report
Stanford NLP Group Software	Stanford NLP Group	2017	- 0 +	Report
Progressive matrices dataset	Barrett, Hill, Santoro, Morcos, Lillicrap	2018	- 0 +	Report
ANN Visualizer	Prodicode	2018	- 0 +	Report
Neural Style Transfer & Neural Doodles	Somshubra Majumdar	2017	- 0 +	Report
Deep Universal Probabilistic Programming	Author Unknown	2017	- 0 +	Report
The Gluon API Specification	Gluon-API	2017	- 0 +	Report
Asynchronous RL in TensorFlow + Keras + OpenAI's Gym	Author Unknown	2017	- 0 +	Report
TensorLayer	Data Science Institute, Imperial College London	2017	- 0 +	Report
Phrase2vec	Mikel Artetxe, Gorka Labaka, and Eneko Agirre	2018	- 0 +	Report
convisualize	Sarthak Gupta	2018	- 0 +	Report
Graph Convolutional Networks	Thomas N. Kipf, Max Welling	2017	- 0 +	Report
T2T: Tensor2Tensor Transformers	Ryan Sepassi, Lukasz Kaiser	2017	- 0 +	Report
TensorFlow Models	TensorFlow Team	2016	- 0 +	Report
Convolutional Attention Network	Ehud Ben-Reuven, Miltos Mallamanis	2016	- 0 +	Report
DarkForest, the Facebook Go engine	Facebook Research	2017	- 0 +	Report
Bi-directional Attention Flow for Machine Comprehension	Minjoon Seo	2016	- 0 +	Report
Unsupervised Text Segmentation	Liang Wang	2016	- 0 +	Report
StackNN	Computational Linguistics at Yale	2018	- 0 +	Report
Wasserstein GAN	Martin Arjovsky, Soumith Chintala, Léon Bottou	2017	- 0 +	Report
Word Embeddings	Rami Al-Rfou, Bryan Perozzi, Steven Skiena	2013	- 0 +	Report
NLP_from_scratch	Lajanugen Logeswaran	2015	- 0 +	Report
Zemberek-NLP	Ahmet Afsin Akin, Mehmet Dundar Akin	2017	- 0 +	Report
MultiVec: C++ implementation of word2vec, bivec, and paragraph vector.	Alexandre Bérard, Jérémy Ferrero, Christophe Servan, Mats Byrkjeland	2015	- 0 +	Report
Machine Learning with TensorFlow	Nishant Shukla	2017	- 0 +	Report
A neural machine translation model in PyTorch	pcyin	2017	- 0 +	Report
BIST Parsers	Eliyahu Kiperwasser	2017	- 0 +	Report
Neural Dep Srl	Marcheggiani, Anton Fr	2017	- 0 +	Report
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks	Alec Radford, Luke Metz, Soumith Chintala	2015	- 0 +	Report
Perceptron	Caspar Wylie	2017	- 0 +	Report
Graph Convolutional Networks in PyTorch	Thomas Kipf	2018	- 0 +	Report
ALaCarte	Khodak, Mikhail and Saunshi, Nikunj and Liang, Yingyu and Ma, Tengyu and Stewart, Brandon and Arora, Sanjeev	2018	- 0 +	Report
Seq2seq Chatbot for Keras	Oswaldo Ludwig	2017	- 0 +	Report
PyTorch implementations of various DRL algorithms for both single agent and multi-agent	Chenglong Chen	2017	- 0 +	Report
Multi-Perspective Convolutional Neural Networks for Modeling Textual Similarity	hohoCode	2017	- 0 +	Report
THUTag: A Package of Kephrase Extraction and Social Tag Suggetion	Xinxiong Chen, Deming Ye, Xiance Si, Zhiyuan Liu	2016	- 0 +	Report
awesome-text-summarization	icoxfog417	2018	- 0 +	Report
Recurrent Additive Networks	Kenton Lee, Omer Levy, Luke Zettlemoyer	2017	- 0 +	Report
Distributed Machine Learning Toolkit	Microsoft	2018	- 0 +	Report
TensorFlow Exercises	Kyubyong	2017	- 0 +	Report
Tree-Structured Long Short-Term Memory Networks	Kai Sheng Tai, Richard Socher, Christopher D. Manning	2015	- 0 +	Report
Neural Monkey: Neural Sequence Learning Using TensorFlow	Jindra Helcl, Jindrich Libovicky	2016	- 0 +	Report
Tree2Seq: Tree-to-Sequence Attentional Neural Machine Translation	Author Unknown	2017	- 0 +	Report
Deep learning in Python	Anders Boesen Lindbo Larsen, Lasse Reedtz	2014	- 0 +	Report
Vanishing Gradients	sleebapaul	2017	- 0 +	Report
Aligning the fastText vectors of 78 languages	Nils Hammerla	2017	- 0 +	Report
GraphQuestions: A Characteristic-rich Question Answering Dataset	Yu Su, Huan Sun, Brian Sadler, Mudhakar Srivatsa, Izzeddin Gur, Zenghui Yan, and Xifeng Yan	2017	- 0 +	Report
Memory-Augmented Neural Networks	Alexander Miller	2015	- 0 +	Report
jiant	JSALT 2018 Sentence Representation Learning Team	2018	- 0 +	Report
Reference Implementation of Recursive Cortical Network (RCN)	Yann LeCun, Corinna Cortes	2017	- 0 +	Report
KoNLPy	Steven Han	2017	- 0 +	Report
Attention-Based Summarization	Harvard NLP	2015	- 0 +	Report
Mindpark	Danijar Hafner	2017	- 0 +	Report
Sonnet	Diego Couto de Las Casas	2017	- 0 +	Report
RocAlphaGo	wrongu, Tyler Trine, James Tauber, Louis Marti, Thouis (Ray) Jones	2016	- 0 +	Report
Netron	lutzroeder	2018	- 0 +	Report
CapsNet-Tensorflow	naturomics	2018	- 0 +	Report
MXNet	Tianqi Chen, Mu Li, Eric Junyuan Xie, Bing Xu, Chiyuan Zhang, Yizhi Liu, Tianjun Xiao, Yutian Li, Yuan (Terry) Tang, Hu Shiwen, Qiang Kou (KK), Xingjian Shi, Yao Wang, Sandeep Krishnamurthy, Chuntao H	2015	- 0 +	Report
A Python Wrapper for Google SyntaxNet	Ping Chu Hung	2017	- 0 +	Report
Tensorflow NRE	Tsinghua University	2017	- 0 +	Report
Neural relational inference for interacting systems	Tomas Kipf	2018	- 0 +	Report
Enhanced LTSM for natural language inference	Qian Chen, Xiaodan Zhu, Zhenhua Ling, Si Wei, Hui Jiang, Diana Inkpen	2017	- 0 +	Report
pyltr	Jerry Ma, Luca Soldaini, Simon Stiebellehner, Songwei Ge, Cheng Rui	2017	- 0 +	Report
Learning to Learn in TensorFlow	Sergio Gómez	2016	- 0 +	Report
Persontyle Workshop for Applied Deep Learning	Amaia Salvador and Santiago Pascual	2017	- 0 +	Report
BERT-pytorch	Google AI 2018 BERT	2018	- 0 +	Report
Quick NLP	Outcast of Music	2018	- 0 +	Report
Pretrained ConvNets for pytorch	Remi Cadene	2018	- 0 +	Report
SciTail	yinwenpeng	2018	- 0 +	Report
MegaFace and MF2: Million-Scale Face Recognition	Ira Kemelmacher-Shlizerman	2015	- 0 +	Report
Efficient Neural Architecture Search (ENAS) in PyTorch	carpedm20	2018	- 0 +	Report
Word2Vec in Tensorflow	Taehoon Kim	2015	- 0 +	Report
ParlAI	FAIR	2017	- 0 +	Report
Character-Aware Neural Language Models	Yoon Kim, Yacine Jernite, David Sontag, and Alexander M. Rush	2016	- 0 +	Report
PaddlePaddle (PArallel Distributed Deep LEarning)	Yu Yang, Gang Liao, Tao Luo	2016	- 0 +	Report
Attention-Based Summarization	Alexander M. Rush, Sumit Chopra, Jason Weston	2015	- 0 +	Report
OpenNMT-py: Open-Source Neural Machine Translation	OpenNMT	2019	- 0 +	Report
Recurrent Neural Network Tutorial	Denny Brtiz	2015	- 0 +	Report
Pyfasttext	Author Unknown	2017	- 0 +	Report
Hierarchical Encoder Decoder RNN (HRED) with Truncated Backpropagation Through Time (Truncated BPTT)	Iulian Vlad Serban and Alessandro Sordoni	2017	- 0 +	Report
CogComp-NLPy	CogComp	2017	- 0 +	Report
Recurrent Convolutional Neural Network Text Classifier	Michael A. Alcorn	2017	- 0 +	Report
Zoph_RNN: A C++/CUDA toolkit for training sequence and sequence-to-sequence models across multiple GPUs	Xing Shi	2017	- 0 +	Report
Pyevolve	Christian S. Perone	2009	- 0 +	Report
text2text: Implementation of variants of Sequence to Sequence model	Sascha Rothe, Mostafa Dehghani	2017	- 0 +	Report
Neural Coref Models	Sam Wiseman, Alexander M. Rush, Stuart M. Shieber	2015	- 0 +	Report
PyTorch Implementation of the Coupled GAN Algorithm for Unsurpervised Image-to-Image Translation	Ming-Yu Liu, Thomas Breuel, Jan Kautz	2017	- 0 +	Report
learn2sum	Chris Kedzie	2016	- 0 +	Report
Tellina	Tellina	2017	- 0 +	Report
Introducing Keras 2	Francois Chollet	2017	- 0 +	Report
Implementations of label propagation like algorithms	Yuto Yamaguchi	2016	- 0 +	Report
BioPy	David Cunningham, Jared M. Smith	2015	- 0 +	Report
ConvNetJS	Andrej Karpathy	2015	- 0 +	Report
NL2code	Pengcheng Yin, Graham Neubig	2017	- 0 +	Report
Kur: Descriptive Deep Learning	Adam Sypniewski, Noah Shutty	2016	- 0 +	Report
ZhuSuan	Author Unknown	2017	- 0 +	Report
Caffe: Deep learning framework in Python and Matlab	Yangqing Jia and Evan Shelhamer	2017	- 0 +	Report
PyTorch-GAN	Jun-Yan Zhu, Richard Zhang, Deepak Pathak, Trevor Darrell, Alexei A. Efros, Oliver Wang, Eli Shechtman	2018	- 0 +	Report
Relationship Modeling Networks (RMN)	Mohit Iyyer	2016	- 0 +	Report
pixel-cnn++	Tim Salimans, Andrej Karpathy, Xi Chen, Diederik P. Kingma, and Yaroslav Bulatov	2017	- 0 +	Report
Neural module networks	Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein	2016	- 0 +	Report
Question Answering Neural Network with Trans-Sentential Averaging	John Co-Reyes	2014	- 0 +	Report
Disentangling Task Transfer Learning	Amir R. Zamir, Alexander Sax, William B. Shen, Leonidas Guibas, Jitendra Malik, Silvio Savarese	2018	- 0 +	Report
Companion Jupyter notebooks for the book "Deep Learning with Python"	Fchollet	2017	- 0 +	Report
deepmark	Soumith Chintala	2016	- 0 +	Report
ONNX	ONNX	2018	- 0 +	Report
Review Network for Caption Generation	Zhilin Yang, Ye Yuan, Yuexin Wu, Ruslan Salakhutdinov, William W. Cohen	2016	- 0 +	Report
Paragraph Vectors	Nejc Ilenic	2017	- 0 +	Report
A Large-Scale Video Benchmark for Human Activity Understanding	Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem, Juan Carlos Niebles	2015	- 0 +	Report
Tensor network machine learning	Miles Emstoudenmire	2016	- 0 +	Report
TensorFlow-World-Resources	astorfi	2018	- 0 +	Report
Convolutional Neural Network demo	Siraj Raval	2017	- 0 +	Report
Implementation of Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank	Hyun Oh Song	2015	- 0 +	Report
MemN2N: End-To-End Memory Network using TensorFlow	Author Unknown	2017	- 0 +	Report
VisualDL	PaddlePaddle	2018	- 0 +	Report
Shakespeare translations using TensorFlow	Motoki Wu	2015	- 0 +	Report
tree_rnn	ofirnachum	2017	- 0 +	Report
Machine Learning with TensorFlow: code	Nishant Shukla	2017	- 0 +	Report
MIT Deep Learning	Lex Fridman, Li Ding, Jack Terwilliger, Michael Glazer, Aleksandr Patsekin, Aishni Parab, Dina AlAdawy, Henri Schmidt	2019	- 0 +	Report
Character-level text classification	puyash	2017	- 0 +	Report
dynmt-py	roeeaharoni	2018	- 0 +	Report
Open sourcing Sonnet - a new library for constructing neural networks	N/A	2019	- 0 +	Report
Stack-augmented Parser-Interpreter Neural Network	Samuel R. Bowman, Jon Gauthier, Abhinav Rastogi, Raghav Gupta, Christopher D. Manning, Christopher Potts	2016	- 0 +	Report
Taxi-v1	T Erez, Y Tassa, E Todorov	2017	- 0 +	Report
State-of-the-art Result for all Machine Learning Problems	Reddit Sota	2017	- 0 +	Report
Convolution arithmetic	Vincent Dumoulin, Francesco Visin	2018	- 0 +	Report
PyTorch Pretrained Bert	huggingface	2019	- 0 +	Report
Code samples for "Neural Networks and Deep Learning"	Michael Nielsen	2012	- 0 +	Report
TensorBoard for PyTorch	Tzu-Wei Huang	2018	- 0 +	Report
Implementing a Neural Network from Scratch	Denny Britz	2015	- 0 +	Report
Facebook AI Research Sequence-to-Sequence Toolkit (pyTorch version)	Facebook Research	2017	- 0 +	Report
DeepLearning with Tensorflow Keras	GKarmakar	2017	- 0 +	Report
scikit-neuralnetwork	Alex J. Champandard	2015	- 0 +	Report
code for the paper "Improved Techniques for Training GANs"	Tim Salimans, Ian Goodfellow, Wojciech Zaremba	2017	- 0 +	Report
Neural coref v2.0	Huggingface	2018	- 0 +	Report
Mind: A neural network library built in JavaScript	Steven Miller	2017	- 0 +	Report
text2vec	Nikhil Thorat, Daniel Smilkov and Charles Nicholson.	2017	- 0 +	Report
Neural Machine Translation with Attention	tensorflow	2018	- 0 +	Report
Long Short Term Memory Units	Wojciech Zaremba	2015	- 0 +	Report
Facebook AI Research Sequence-to-Sequence Toolkit	FAIR	2017	- 0 +	Report
Breeze	David Hall	2009	- 0 +	Report
Artificial Neural Networks in Python	Cristi Vlad	2017	- 0 +	Report
Structured Inference Networks for Nonlinear State Space Models	Rahul G. Krishnan, Uri Shalit, David Sontag	2017	- 0 +	Report
Grokking-Deep-Learning	iamtrask	2018	- 0 +	Report
SPM_toolkit	Wuwei Lan, Wei Xu	2018	- 0 +	Report
tSNE for TensorFlow.js	Nicola Pezzotti, Alexander Mordvintsev, Thomas Hollt, Boudewijn P. F. Lelieveldt, Elmar Eisemann, Anna Vilanova	2018	- 0 +	Report
LASER Language-Agnostic SEntence Representations	facebookresearch	2018	- 0 +	Report
Entity-Duet Neural Ranking Model	Zhenghao Liu, Chenyan Xiong, Maosong Sun and Zhiyuan Liu	2018	- 0 +	Report
Google Summer of Code 2017 ? Week 1 of Integrating Gensim with scikit-learn and Keras	Chinmaya Pancholi	2017	- 0 +	Report
Python impl for TextRank	Rada Mihalcea	2016	- 0 +	Report
Wiki2Vec	David Przybilla	2015	- 0 +	Report
Handwriting Synthesis with RNNs	sjvasquez	2018	- 0 +	Report
The ClueWeb12 Dataset	Author Unknown	2013	- 0 +	Report
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)	Aaron Chen	2017	- 0 +	Report
Generative Models	Agustinus Kristiadi	2018	- 0 +	Report
TensorLayer	Hao Dong, Akara Supratak, Luo Mai, Fangde Liu, Axel Oehmichen, Simiao Yu, Yike Guo	2018	- 0 +	Report
Easy to Learn and Use Distributed Deep Learning Platform	Yu Yang, Gang Liao, Tao Luo, Jacques Qiao	2016	- 0 +	Report
allennlp	AI2	2018	- 0 +	Report
Vowpal Wabbit	John Langford	2017	- 0 +	Report
Tensorflow Seq2seq Text Summarization	Tsinghua University	2017	- 0 +	Report
Foolbox	Jonas Rauber & Wieland Brendel	2017	- 0 +	Report
Recurrent Neural Network Example	Aymeric Damien	2017	- 0 +	Report
fastai v1 for PyTorch: Fast and accurate neural nets using modern best practices	Jeremy Howard	2018	- 0 +	Report
nolearn: scikit-learn compatible neural network library	Daniel Nouri	2014	- 0 +	Report
Rubiks Cube Convnet	Author Unknown	2017	- 0 +	Report
Supporting Rapid Prototyping with a Deep Learning NLP Toolkit	Michael Petrochuk	2018	- 0 +	Report
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow	Matterport	2017	- 0 +	Report
Neural Model for converting Image-to-Markup	Yuntian Deng	2017	- 0 +	Report
Convolutional Neural Network for Text Classicaition in TensorFlow	Denny Britz	2015	- 0 +	Report
Back-propagation - Math Simplified	DebPanigrahi	2018	- 0 +	Report
eval-word-vectors	Manaal Faruqui	2014	- 0 +	Report
Translate - a PyTorch Language Library	Facebook	2018	- 0 +	Report
Deep Server	puyash	2017	- 0 +	Report
Deep Reinforcement Learning Agents	Awjuliani	2017	- 0 +	Report
Classifying-Earthquakes	David Clark	2016	- 0 +	Report
SQLNet	Xiaojun Xu, Chang Liu, Dawn Song	2017	- 0 +	Report
lang2logic	Li Dong	2017	- 0 +	Report
CoNaLa: The Code/Natural Language Challenge	Pengcheng Yin, Edgar Chen, Bogdan Vasilescu, Graham Neubig	2018	- 0 +	Report
cnn-encoder-nmt	Pravar Mahajan, Dushyanta Dhyani	2017	- 0 +	Report
SWI Prolog	Jan Wielemaker	2017	- 0 +	Report
Pre-Trained Word Vectors of 30+ languages	Kyubyong	2017	- 0 +	Report
Transformer	Samuel Lynn-Evans	2018	- 0 +	Report
Textblob: Simple, Pythonic, text processing	Steven Loria	2017	- 0 +	Report
SGNMT	Felix Stahlberg, Eva Hasler, Aurelien Waite, Bill Byrne	2016	- 0 +	Report
Implementation of skip-thought vectors in Tensorflow	Dmitry Persiyanov	2017	- 0 +	Report
RNNLG	Shawn Wen	2016	- 0 +	Report
SVCCA	Maithra Raghu, Justin Gilmer, Jason Yosinski, Jascha Sohl-Dickstein	2017	- 0 +	Report
NSynth: Neural Audio Synthesis	Jesse Engel, Cinjon Resnick, Adam Roberts, Sander Dieleman, Karen Simonyan, Mohammad Norouzi, Doug Eck	2017	- 0 +	Report
TensorFlow Models	Sarasra	2018	- 0 +	Report
Word Embeddings Benchmarks	Stanis_aw Jastrzebski, Damian Le_niak, Wojciech Marian Czarnecki	2017	- 0 +	Report
Flickr Personal Taxonomies	Author Unknown	2011	- 0 +	Report
Pointer networks for summarization	Chris Kedzie	2016	- 0 +	Report
Awesome Neural Machine Translation	Tellina	2017	- 0 +	Report
Visualizing the Loss Landscape of Neural Nets	Hao Li, Zheng Xu, Gavin Taylor, Christoph Studer and Tom Goldstein	2018	- 0 +	Report
Implementation of research papers on Deep Learning, NLP, CV in Python using Keras, Tensorflow and Scikit Learn	Gaurav Bhatt	2018	- 0 +	Report
Differentiable Neural Computer (DNC)	Jason Ramapuram	2016	- 0 +	Report
Convolutional Neural Net - Basic TensorFlow	Cam Nugent	2017	- 0 +	Report
PtrNets	Xiaoxi Wang	2015	- 0 +	Report
Text To Image Synthesis Using Thought Vectors	Paarth Neekhara, Neil Halelamien	2016	- 0 +	Report
word2viz	Julia Bazi?ska and Piotr Migda?	2018	- 0 +	Report
Code for ?Graph degeneracy and submodularity for unsupervised extractive summarization?	Antoine J.-P. Tixier, Polykarpos Meladianos, Michalis Vazirgiannis	2017	- 0 +	Report
DeepQA	Matt Gardner, Pradeep Dasigi, Nelson Liu, Mark Neumann, Johannes Welbl	2015	- 0 +	Report
Generative Adversarial Networks in Tensorflow - Linux Shell	RubensZimbres	2018	- 0 +	Report
Sequence to Sequence Learning with Keras	Fariz Rahman	2015	- 0 +	Report
VecMap (bilingual word embedding mappings)	Mikel Artetxe, Gorka Labaka, Eneko Agirre	2018	- 0 +	Report
OpenNMT	Guillaume Klein, Yoon Kim, Yuntian Deng, Jean Senellart, Alexander M. Rush	2017	- 0 +	Report
A3C-Gym	Ppwwyyxx	2017	- 0 +	Report
lamtram: A toolkit for language and translation modeling using neural networks	Graham Neubig, Michael Denkowski, Hieu Hoang	2017	- 0 +	Report
Code examples for the course CS 20SI: TensorFlow for Deep Learning Research	Chip Huyen	2016	- 0 +	Report
DyNet: The Dynamic Neural Network Toolkit	Graham Neubig, Chris Dyer, Yoav Goldberg, Austin Matthews, Waleed Ammar, Antonios Anastasopoulos, Miguel Ballesteros, David Chiang, Daniel Clothiaux, Trevor Cohn, Kevin Duh, Manaal Faruqui, Cynthia Ga	2017	- 0 +	Report
Breze	Justin Bayer, Sebastian Urban, Adrià Puigdomènech	2012	- 0 +	Report
nmtpytorch	lium-lst	2018	- 0 +	Report
Implementation of Using Fast Weights to Attend to the Recent Past	Goku Mohandas	2017	- 0 +	Report
TextKBQA	Rajarshi Das, Manzil Zaheer, Siva Reddy, Andrew McCallum	2017	- 0 +	Report
Groningen Meaning Bank (GMB)	Johan Bos	2017	- 0 +	Report
Fast Recurrent Networks Library	Greg Diamos	2016	- 0 +	Report
Dynamic Memory Networks in TensorFlow	Author Unknown	2017	- 0 +	Report
GluonNLP: Your Choice of Deep Learning for NLP	dmlc	2019	- 0 +	Report
Quasi-Recurrent Neural Network (QRNN) for PyTorch	Salesforce	2017	- 0 +	Report
Pytorch implementation of Hinton's Dynamic Routing Between Capsules	Tim Omernick	2017	- 0 +	Report
Datasets for Natural Language Processing	Kyubyong	2017	- 0 +	Report
Neural Network Console - Cloud	Author Unknown	2018	- 0 +	Report
Get To The Point: Summarization with Pointer-Generator Networks	Abi See	2017	- 0 +	Report
NLP-Stuff: Programs with word vectors, RNN, NLP stuff, etc.	Adit Deshpande	2017	- 0 +	Report
Automatic Summarisation of Scientific Papers	Ed Collins, Isabelle Augenstein, Sebastian Riedel	2017	- 0 +	Report
TensorSlow	Author Unknown	2017	- 0 +	Report
Simple DQN	Author Unknown	2017	- 0 +	Report
TensorFlow Tutorials	Parag K Mital	2017	- 0 +	Report
deepdream	Alexander Mordvintsev, Michael Tyka, Christopher Olah	2015	- 0 +	Report
Neural Network with Backpropagation	Matt Mazur	2015	- 0 +	Report
BERT	google-research	2018	- 0 +	Report
TFLearn: Deep learning library featuring a higher-level API for TensorFlow	Aymeric Damien	2016	- 0 +	Report
Pylearn2: A machine learning research library	Ian J. Goodfellow, David Warde-Farley, Pascal Lamblin, Vincent Dumoulin, Mehdi Mirza, Razvan Pascanu, James Bergstra, Frédéric Bastien, and Yoshua Bengio	2016	- 0 +	Report
Classifying Names with a Character-Level RNN: iPython Notebook	Sean Robertson	2017	- 0 +	Report
mxnet: A Flexible and Efficient Library for Deep Learning	Tianqi Chen, Mu Li, and many others	2017	- 0 +	Report
Datasets for Data Science and Machine Learning	Author Unknown	2017	- 0 +	Report
fast.ai deep learning library, lessons, and tutorials	fast.ai	2018	- 0 +	Report
gplearn	Trevor Stephens	2015	- 0 +	Report
Keraflow: Deep Learning library for Theano and Tensorflow. Keras follower	Shih-Ming Wang	2016	- 0 +	Report
Stanza	Author Unknown	2017	- 0 +	Report
SentEval	D. Kiela, A. Conneau, A. Jabri, M. Nickel	2017	- 0 +	Report
Sketch-RNN: A Generative Model for Vector Drawings	Google	2017	- 0 +	Report
Boltzmann Machines in TensorFlow with examples	Yelysei Bondarenko	2017	- 0 +	Report
pix2pix	Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros	2017	- 0 +	Report
Gensim integration with scikit-learn and Keras	Chinmaya Pancholi	2017	- 0 +	Report
Sentence Convolution Code in Torch	Yoon Kim	2017	- 0 +	Report
Permance RNN	Author Unknown	2017	- 0 +	Report
NeuroNER	Franck Dernoncourt, Ji Young Lee, Ozlem Uzuner, Peter Szolovits	2016	- 0 +	Report
Towards Universal Paraphrastic Sentence Embeddings code	John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu	2016	- 0 +	Report
neocortex.js	Leon Chen	2016	- 0 +	Report
Siamese and triplet learning with online pair/triplet mining	adambielski	2018	- 0 +	Report
ChainsofReasoning	rajarshd	2017	- 0 +	Report
Simple, Strong Deep-Learning Baselines for NLP in several frameworks	Dan Pressel	2016	- 0 +	Report
Text Segmentation based on Semantic Word Embeddings	Alexander Alemi, Paul Ginsparg	2015	- 0 +	Report
PyTorch NEAT	Uber Research	2018	- 0 +	Report
parlai 0.1.0	Alexander H Miller	2017	- 0 +	Report
gans: Generative Adversarial Networks	diegoalejogm	2018	- 0 +	Report
RaSoR: Learning Recurrent Span Representations for Extractive Question Answering	Shimi Salant	2017	- 0 +	Report
DyNet implementation of stack LSTM experiments by Grefenstette et al.	Brian DuSell	2017	- 0 +	Report
TensorFire	Kevin Kwok, Guillermo Webster, Anish Athalye, and Logan Engstrom.	2017	- 0 +	Report
Introducing Keras 1.0	Francois Chollet	2017	- 0 +	Report
Code, exercises and solutions for popular Reinforcement Learning algorithms	Denny Britz	2016	- 0 +	Report
MNIST classification by TensorFlow	Yoshihiro Sugi	2017	- 0 +	Report
Pyevolve	Christian S. Perone, Amit Saha	2010	- 0 +	Report
TensorFlow-Slim NASNet - A Implementation/Checkpoints	Neal Wu	2018	- 0 +	Report
Multimodal Information Group Tools	Mark Przybocki	2017	- 0 +	Report
Neural Language Model	Joseph Turian	2010	- 0 +	Report
Awesome MXNet	Distributed (Deep) Machine Learning Community	2017	- 0 +	Report
Visual Interaction Networks	Jaesik Yoon	2017	- 0 +	Report
Five Hundred Deep Learning Papers	Daniele Ciriello	2015	- 0 +	Report
Zero-shot Dialog Generation (ZSDG) for End-to-end Neural Dialog Models	Tiancheng Zhao	2018	- 0 +	Report
DeepChem	Peter Eastman, Evan Feinberg, Joe Gomes, Karl Leswing, Vijay Pande, Aneesh Pappu, Bharath Ramsundar, Michael Wu	2017	- 0 +	Report
Sequence to Sequence Trasnduction with Hard Monotonic Attention	Roee Aharoni, Yoav Goldberg	2016	- 0 +	Report
Deep Math Machine Learning.ai	Madhu Sanjeevi	2017	- 0 +	Report
Practical PyTorch	Kyubyong	2017	- 0 +	Report
Neural Machine Translation Implementations	Jon Safari	2016	- 0 +	Report
PDFAnno: Tools to annotate PDFs in the browser	Paper AI	2017	- 0 +	Report
EUREKA for LSTM	Ashish Vaswani	2017	- 0 +	Report
Tensorflow tutorial	Manjunath Kudlur	2016	- 0 +	Report
Tensorflow tutorial on convolutional neural networks	Cole Murray	2017	- 0 +	Report
Detector Morse	Kyle Gorman	2018	- 0 +	Report
MALLET	Andrew Kachites McCallum	2002	- 0 +	Report
End-to-End Differentiable Proving	Tim Rocktschel, Sebastian Riedel	2017	- 0 +	Report
Crypto-RNN: Decoding Polyalphabetic Ciphers with Recurrent Neural Networks	Sam Greydanus	2017	- 0 +	Report
conllu.js: CoNLL-U format library for JavaScript	spyysalo	2014	- 0 +	Report
Image Captioning with Attention	tensorflow	2018	- 0 +	Report
Neural Dialogue Generation	Jiwei Li	2017	- 0 +	Report
inspect_word2vec	Chris J McCormick	2018	- 0 +	Report
Tensorflow Implementation of Nested LSTM Cell	hannw	2018	- 0 +	Report
Tesseract OCR	Author Unknown	2017	- 0 +	Report
End-To-End Memory Networks in Tensorflow	Taehoon Kim	2015	- 0 +	Report
Sequence-to-Sequence Learning with Attentional Neural Networks	Guillaume Klein	2016	- 0 +	Report
pynlp	Stanford CoreNLP	2017	- 0 +	Report
Colorless green RNNs	K. Gulordava, P. Bojanowski, E. Grave, T. Linzen, M. Baroni	2018	- 0 +	Report
Practical_2_Convolutional_Neural_Networks	Deep Learning Indaba	2018	- 0 +	Report
bulbea	Achilles Rasquinha	2017	- 0 +	Report
SoundNet: Learning Sound Representations From Unlabeled Video	Yusuf Aytar, Carl Vondrick, Antonio Torralba	2016	- 0 +	Report
PyMC3: Markov Chain Monte Carlo	Author Unknown	2018	- 0 +	Report
Practical PyTorch: Translation with a Sequence to Sequence Network and Attention	Sean Robertson	2017	- 0 +	Report
DeepQNetwork	Ppwwyyxx	2017	- 0 +	Report
Neural Probabilistic Language Model Toolkit	Yinggong Zhao, Victoria Fossum, David Chiang	2013	- 0 +	Report
Neural Network Libraries by Sony	Sony	2017	- 0 +	Report
TensorFlow Fold	Moshe Looks, DeLesley Hutchins	2017	- 0 +	Report
DrQA	Adam Fisch	2017	- 0 +	Report
The Predictron	Zhongwen Xu	2016	- 0 +	Report
Paraphrase ID TensorFlow	Nelson Liu, Omar Khan	2017	- 0 +	Report
Eigenwords Resource Page	Lyle Ungar	2012	- 0 +	Report
Transforming-Autoencoder-TF	Nikhil Mehta	2017	- 0 +	Report
Neuralconvo: Chatting with a Deep learning brain	Julien Chaumond, Clément Delangue	2018	- 0 +	Report
TensorFlow Workshops	Tensorflow	2018	- 0 +	Report
Counter-fitting Word Vectors to Linguistic Constraints 16 commits 2 branches	Nikola Mrksic	2017	- 0 +	Report
LeNet-5, convolutional neural networks	Author Unknown	2017	- 0 +	Report
Reasoning About Pragmatics with Neural Listeners Speakers	Jacob Andreas, Dan Klein	2016	- 0 +	Report
Sequence Modeling Benchmarks and Temporal Convolutional Networks (TCN)	Shaojie Bai, J. Zico Kolter and Vladlen Koltun	2018	- 0 +	Report
Syntax-awared-NMT: Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder	Huadong Chen	2017	- 0 +	Report
#MSR RastRDFStore Package	Author Unknown	2017	- 0 +	Report
Tutoriel sur les réseaux neuronaux récurrents	Jean Philippe Reid	2018	- 0 +	Report
Awesome NLP Resources for Hungarian	Gyorgy Orosz	2017	- 0 +	Report
char-rnn	Andrej Karpathy	2014	- 0 +	Report
Awesome TensorFlow	jtoy	2016	- 0 +	Report
neural-style	Justin Johnson, Shubhanshu Mishra	2014	- 0 +	Report
BERT-keras	Separius	2018	- 0 +	Report
Pytorch Generative Model Collections	Hwalsuk Lee	2017	- 0 +	Report
Theano-Tutorials	Alec Radford	2014	- 0 +	Report
Classifying Names with a Character-Level RNN: Code	Sean Robertson	2017	- 0 +	Report
UncoVec	Mikel Artetxe, Gorka Labaka, Iñigo Lopez-Gazpio, and Eneko Agirre	2018	- 0 +	Report
tslearn: a machine learning toolkit dedicated to time-series data	Romain Tavenard	2018	- 0 +	Report
Poincar? Embeddings for Learning Hierarchical Representations	Maximilian Nickel, Douwe Kiela	2017	- 0 +	Report
Morphological Word Embeddings	Ryan Cotterell, Hinrich Schutze	2017	- 0 +	Report
Visual Analysis for State Changes in RNNs	Sebastian Gerhrmann, Hendrik Strobelt, Bernd Huber, Hanspeter Pfister, Alexander M. Rush	2016	- 0 +	Report
Neural Network from Scratch	Sarthak Gupta	2017	- 0 +	Report
Sockeye	Tobias Domhan, Kellen Sunderland	2017	- 0 +	Report
AWD-LSTM Language Model	Salesforce	2017	- 0 +	Report
Rasa NLU	Alan Nichol, Tom Bocklish, Alexander Weidauer, Giovanni Iovino, Nick Pawlowski	2017	- 0 +	Report
SQuAD	Aswalin	2018	- 0 +	Report
fastText	Edouard Grave, Piotr Bojanowski, Armand Joulin	2016	- 0 +	Report
The Annotated Transformer	Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan Gomez, Lukasz Kaiser, Illia Polosukhin	2018	- 0 +	Report
RNNLIB	Alex Graves	2013	- 0 +	Report
QVEC	Yulia Tsvetkov	2015	- 0 +	Report
neural-storyteller	Ryan Kiros, Yukun Zhu, Ruslan Salakhutdinov, Richard S. Zemel, Antonio Torralba, Raquel Urtasun, and Sanja Fidler	2015	- 0 +	Report
RecurrentJS	MIT	2017	- 0 +	Report
Distraction-based Neural Models for Document Summarization	Qian Chen, Xiaodan Zhu, Zhenhua Ling, Si Wei, Hui Jiang	2017	- 0 +	Report
UNdreaMT: Unsupervised Neural Machine Translation	Mikel Artetxe, Gorka Labaka, Eneko Agirre, and Kyunghyun Cho	2018	- 0 +	Report
VectorFlow	Netflix	2017	- 0 +	Report
Reproducing Chen & Manning (2014)	Minh Le	2017	- 0 +	Report
Transformer	lilianweng	2018	- 0 +	Report
Caffe2	Facebook Open Source	2017	- 0 +	Report
Practical_1_Deep_Feedforward_Networks	Deep Learning Indaba	2018	- 0 +	Report
TensorLy: Tensor Learning in Python	Jean Kossaifi, Yannis Panagakis and Maja Pantic	2018	- 0 +	Report
DeepMind Lab	Thomas Köppe, Jithin Odattu	2016	- 0 +	Report
DeepNLP-models-Pytorch	Kim SungDong	2017	- 0 +	Report
Tree-Structured Long Short-Term Memory Networks	Thai Thien	2017	- 0 +	Report
OpenNN: High Performance library for Advanced Analytics	OpenNN	2018	- 0 +	Report
nmtpy	Ozan Ça?layan, Loic Barrault	2016	- 0 +	Report
neon	Intel Nervana	2017	- 0 +	Report
Text Generation using a RNN	tensorflow	2018	- 0 +	Report
A TensorFlow Implementation of the Transformer: Attention Is All You Need	Kyubyong	2017	- 0 +	Report
Top-down Tree LSTM	Xingxing Zhang, Liang Lu, Mirella Lapata	2016	- 0 +	Report
Deep Learning with PaddlePaddle	Gang Liao, Tao Luo, Gong Wei Bao, qingqing01, Yiwang baidu, Yu Yang, Cao Ying	2016	- 0 +	Report
translit-rnn: Automatic transliteration with LSTM	Tigran Galstyan, Hrayr Harutyunyan, Hrant Khachatrian, Karen Hambardzumyan, Arman Yeghiazaryan	2016	- 0 +	Report
Amazon DSSTNE: Deep Scalable Sparse Tensor Network Engine	Rejith Joseph, Tristan Penman, rybakov, scottlegrand	2017	- 0 +	Report
Code for Translation with a Sequence to Sequence Network and Attention Tutorial	Sean Robertson	2017	- 0 +	Report
Attention Sum Reader	Rudolf Kadlec, Martin Schmid, Ondrej Bajgar, Tamir Klinger, Ladislav Kunc, Jan Kleindienst	2017	- 0 +	Report
Dynamic Meta-Embeddings for Improved Sentence Representations	Facebook Research	2018	- 0 +	Report
MLXtend	Sebastian Raschka	2018	- 0 +	Report
deepnet: Implementation of some deep learning algorithms	Nitish Srivastava	2012	- 0 +	Report
eXtensible Neural Machine Translation	xnmt	2017	- 0 +	Report
SCODE Word Embeddings using Substitute Words	Volkan Cirik	2015	- 0 +	Report
LSTMs for Human Activity Recognition	Guillaume Chevalier	2017	- 0 +	Report
Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings	John Wieting, Kevin Gimpel	2017	- 0 +	Report
HNATT	Zichao Yang	2016	- 0 +	Report
Tensorflow Generative Model Collections	Author Unknown	2017	- 0 +	Report
Neural Turing Machine in Tensorflow	Taehoon Kim	2015	- 0 +	Report
word2vec	Danielfrg	2018	- 0 +	Report
Lime: Explaining the predictions of any machine learning classifier	Marco Tulio Correia Ribeiro	2017	- 0 +	Report
Thinc: Practical Machine Learning for NLP in Python	Matthew Honnibal	2016	- 0 +	Report
Convolutional Neural Networks for Sentence Classification	Yoon Kim	2016	- 0 +	Report
Finding similar documents with Word2Vec and Soft Cosine Measure	RaRe-Technologies	2018	- 0 +	Report
NLP-Models	huseinzol05	2018	- 0 +	Report
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Model	Jiaxuan You, Rex Ying, Xiang Ren, William L. Hamilton, Jure Leskovec	2018	- 0 +	Report
TheanoLM	Seppo Enarvi	2017	- 0 +	Report
Neural network visualization toolkit for keras	Raghavendra Kotikalapudi	2016	- 0 +	Report
TFLearn: Deep learning library featuring a higher-level API for TensorFlow.	Aymeric Damien, Will Ballard, ichuang, Burness Duan	2016	- 0 +	Report
A Convolutional Attention Network for Extreme Summarization of Source Code	Ehud Ben-Reuven, Miltos Mallamanis	2016	- 0 +	Report
Allen NLP	The Allen Institute for Artificial Intelligence	2017	- 0 +	Report
Adversarial Examples for Evaluating Reading Comprehension Systems	Robin Jia and Percy Liang	2017	- 0 +	Report
LF-LDA and LF-DMM: Improving Topic Models with Word Embeddings	Dat Quoc Nguyen, Richard Billingsley, Lan Du and Mark Johnson	2017	- 0 +	Report
Deep Q&A	Etienne Pot, Laurent Eschenauer	2015	- 0 +	Report

Title (link)	Author	Date	Votes	Error
Convolutional Neural Network???II	Mandar Deshpande	2017	- 0 +	Report
Quick complete Tensorflow tutorial to understand and run Alexnet, VGG, Inceptionv3, Resnet and squeezeNet networks	Ankit Sachan	2018	- 0 +	Report
Object Detection with TensorFlow	Justin Francis	2017	- 0 +	Report
Context Vectors (CoVe)	Salesforce	2017	- 0 +	Report
Population based training of neural networks	Max Jaderberg	2017	- 0 +	Report
Modern Deep Learning Techniques Applied to Natural Language Processing	Elvis Saravia, Soujanya Poria	2019	- 0 +	Report
Gradient descent vs. neuroevolution	Lars Hulstaert	2017	- 0 +	Report
Disassembling Recurrent Neural Networks	Anish Agarwal	2018	- 0 +	Report
Complete Guide to Word Embeddings	bogdani	2018	- 0 +	Report
Interpretable Machine Learning through Teaching	Smitha Milli, Pieter Abbeel, Igor Mordatch	2018	- 0 +	Report
Generative Adversarial Networks (GANs): Engine and Applications	Anton Karazeev	2017	- 0 +	Report
A Visual Guide to Evolution Strategies	Studio Otoro	2017	- 0 +	Report
Machine Learning for Humans, Part 4: Neural Networks & Deep Learning	Vishal Maini	2017	- 0 +	Report
Nonlinear Computation in Deep Linear Networks	Jakob Foerster	2017	- 0 +	Report
Awesome Recurrent Neural Networks	Myungsub Choi, Taeksoo Kim, Jiwon Kim	2017	- 0 +	Report
Comprehensive Beginner?s Guide to Jupyter Notebooks for Data Science & Machine Learning	Pranav Dar	2018	- 0 +	Report
Applying Neural Networks to Biomedical Text Mining	Devendra Singh Sachan, Pengtao Xie, Eric Xing	2018	- 0 +	Report
Summaries and notes on Deep Learning research papers	Denny Britz	2015	- 0 +	Report
Learning to Learn		2017	- 0 +	Report
A Complete Machine Learning Walk-Through in Python: Part Two	William Koehrsen	2018	- 0 +	Report
[EMNLP] What is GloVe? Part V	Brendan Whitaker	2018	- 0 +	Report
FlashText - A library faster than Regular Expressions for NLP tasks	NSS	2017	- 0 +	Report
Deep Learning for Computer Vision - going beyond image classification and regression	Marcin	2017	- 0 +	Report
Machine Learning for Humans, Part 5: Reinforcement Learning	Vishal Maini	2017	- 0 +	Report
Software 2.0	Andrej Karpathy	2017	- 0 +	Report
[Learning Note] Dropout in Recurrent Networks???Part 3	CeShine Lee	2017	- 0 +	Report
TensorFlow Probability is a library for probabilistic reasoning and statistical analysis.	Author Unknown	2018	- 0 +	Report
Coding Neural Network???Regularization	Imad Dabbura	2018	- 0 +	Report
CNN Insights: Series conclusion. Part 7 of 7	Noel Kennedy	2018	- 0 +	Report
GANs from Scratch 1: A deep introduction. With code in PyTorch and TensorFlow	Diego Gomez Mosquera	2018	- 0 +	Report
Regularization in deep learning	Cristina Scheau	2016	- 0 +	Report
The long game towards understanding dialog	Alexandre Lebrun, Antoine Bordes, Leon Bottou, Marco Baroni	2017	- 0 +	Report
MiaBella ANN: Artificial Neural Network Visualization	Author Unknown	2013	- 0 +	Report
Essentials of Machine Learning Algorithms (with Python and R Codes)	Sunil Ray	2017	- 0 +	Report
Neural networks: training with backpropagation.	Jeremy Jordan	2017	- 0 +	Report
Chapter 10.1: DeepNLP???LSTM (Long Short Term Memory) Networks with Math.	Madhu Sanjeevi	2018	- 0 +	Report
Understanding Generative Adversarial Networks	Egor Dezhic	2018	- 0 +	Report
7 types of Artificial Neural Networks for Natural Language Processing	Data Monsters	2017	- 0 +	Report
Experiments with SWISH activation function on MNIST dataset	Aiyam Sharma	2017	- 0 +	Report
Deep Learning for Beginners	Jordi TORRES.AI	2018	- 0 +	Report
Machine Learning for Humans, Part 4: Neural Networks & Deep Learning	Vishal Maini	2017	- 0 +	Report
25 Open Datasets for Deep Learning Every Data Scientist Must Work With	Pranav Dar	2018	- 0 +	Report
ML beyond Curve Fitting: An Intro to Causal Inference and do-Calculus	Ferenc Huszar	2018	- 0 +	Report
Dynamic Pooling And Unfolding Recursive Autoencoders For Paraphrase Detection	Richard Socher, Eric H. Huang, Jeffrey Pennington, Andrew Y. Ng, Christopher D. Manning	2011	- 0 +	Report
Forward And Backpropagation in Convolutional Neural Network.	Sujit Rai	2017	- 0 +	Report
TensorFire: An experimental text editor with an embedded neural text synthesizer	Kevin Kwok, Guillermo Webster, Anish Athalye, Logan Engstrom	2017	- 0 +	Report
Practical 3: Text Classification with RNNs	Chris Dyer, Phil Blunsom, Yannis Assael, Brendan Shillingford, Yishu Miao	2017	- 0 +	Report
Tensorflow-ue4: TensorFlow plugin for Unreal Engine 4	Authors Unknown	2017	- 0 +	Report
Scaling Deep Learning	Bryan Catanzaro	2017	- 0 +	Report
2016 NAACL WS: Human-Computer QA	NAACL WS	2016	- 0 +	Report
Only Numpy: Deriving Forward feed and Back Propagation in Long Short Term Memory (LSTM) part 1	Jae Duk Seo	2018	- 0 +	Report
Sequence Modeling with Neural Networks	Zied Haj-Yahia	2018	- 0 +	Report
DL04: Backpropagation	Sarthak Gupta	2017	- 0 +	Report
When Recurrent Models Don't Need to be Recurrent	John Miller	2018	- 0 +	Report
Sentiment Analysis Demo Stanford NLP	Stanford NLP	2013	- 0 +	Report
Welcome to Deep Reinforcement Learning Part 1: DQN	Takuma Seno	2017	- 0 +	Report
Simple Guide to Neural Networks and Deep Learning in Python	Rahulbansal	2017	- 0 +	Report
7 Applications of Deep Learning for Natural Language Processing	Jason Brownlee	2017	- 0 +	Report
Deep Learning with Tensorflow: Part 4???face classification and video inputs	Matteo Kotler	2017	- 0 +	Report
Deconstructing BERT: Distilling 6 Patterns from 100 Million Parameters	Jesse Vig	2018	- 0 +	Report
Human Interpretable Machine Learning (Part 1) The Need and Importance of Model Interpretation	Dipanjan (DJ) Sarkar	2018	- 0 +	Report
ACL 2017 Report	Yuta Kikuchi, Sosuke Kobayashi	2017	- 0 +	Report
Machine Learning: An In-Depth Guide - Data Selection, Preparation, and Modeling	Alex Castrounis	2018	- 0 +	Report
Computer Vision : A study on different CNN architectures and their applications.	Yash upadhyay	2019	- 0 +	Report
Principal Component Analysis Network in Tensorflow with Interactive Code	Jae Duk Seo	2018	- 0 +	Report
Word Embeddings in NLP and its Applications	Shashank Gupta	2018	- 0 +	Report
Derivation of Convolutional Neural Network from Fully Connected Network Step-By-Step	Ahmed Gad	2018	- 0 +	Report
TensorFlow Tutorial For Beginners	Karlijn Willems	2017	- 0 +	Report
Lecture Collection \| Convolutional Neural Networks for Visual Recognition (Spring 2017)	Fei-Fei Li, Justin Johnson, Serena Yeung	2017	- 0 +	Report
Deep Learning Question???Answer model with demo	Priya Dwivedi	2018	- 0 +	Report
Some starting points for deep learning and RNNs	Deniz Yuret	2014	- 0 +	Report
Neural Machine Translation: A Review	Felix Stahlberg	2020	- 0 +	Report
Tensorflow Tutorial: image classifier using convolutional neural network	Manan Oza	2017	- 0 +	Report
Deep Learning 07: Are you talking to a machine?	Irene Li	2016	- 0 +	Report
How Adversarial Attacks Work	Emil Mikhailov, Roman Trusov	2017	- 0 +	Report
Machine Learning From Scratch	Eriklindernoren	2018	- 0 +	Report
A Brief Overview of Attention Mechanism	Synced	2017	- 0 +	Report
Deep learnign weekly piece: what's a neural network	Ophir Samson	2017	- 0 +	Report
Deep study of a not very deep neural network. Part 2: Activation functions	Rinat Maksutov	2018	- 0 +	Report
TPOT: A Tree-based Pipeline Optimization Tool for Automating Machine Learning	Randal S. Olson, Jason H. Moore	2018	- 0 +	Report
Rules of Machine Learning: Best Practices for ML Engineering	Martin Zinkevich	2018	- 0 +	Report
How do CNNs Deal with Position Differences	Pete Warden	2017	- 0 +	Report
Information Theory of Neural Networks	Mukul Malik	2018	- 0 +	Report
Recursive Neural Tensor Network	N/A	2019	- 0 +	Report
Machine Learning From Scratch: Part 2	Sebastian Kwiatkowski	2018	- 0 +	Report
Creating your own neural network using TensorFlow	Hannah Yan Han	2017	- 0 +	Report
Capsule Networks Explained	Kendrick Tan	2017	- 0 +	Report
Chapter 10: DeepNLP - Recurrent Neural Networks with Math.	Madhu Sanjeevi	2018	- 0 +	Report
Basics of Statistics for Machine Learning Engineers II	Joydeep Bhattacharjee	2017	- 0 +	Report
Deconstruction with Discrete Embeddings	R2RT	2017	- 0 +	Report
Deep Learning 2: Part 2 Lesson 9	Hiromi Suenaga	2018	- 0 +	Report
Light on Math Machine Learning: Intuitive Guide to Convolution Neural Networks	Thushan Ganegedara	2018	- 0 +	Report
Text Classification with TensorFlow Estimators	Julian Eisenschlos, Sebastian Ruder	2018	- 0 +	Report
Deep Learning Summer School Invited Speakers with slides	CIFAR	2016	- 0 +	Report
Face It Ð The Artificially Intelligent Hairstylist	Pallab Paul	2017	- 0 +	Report
Some Essential Hacks and Tricks for Machine Learning with Python	Tirthajyoti Sarkar	2018	- 0 +	Report
Implementing word2vec in PyTorch (skip-gram model)	Mateusz Bednarski	2018	- 0 +	Report
TensorFlow implementation of ENet	Kwot Sin	2017	- 0 +	Report
Deep Learning from first principles in Python, R and Octave ? Part 3	Tinniam V Ganesh	2018	- 0 +	Report
Visualizing LSTM Networks. Part I.	Piotr Tempczyk	2018	- 0 +	Report
Understanding Neural Networks. From neuron to RNN, CNN, and Deep Learning	Vibhor Nigam	2018	- 0 +	Report
Generative Adversarial Networks???Explained	Rohith Gandhi	2018	- 0 +	Report
Supervised Machine Learning - Linear Regression in Python	Alvin Chung	2017	- 0 +	Report
Hey Siri: An On-device DNN-powered Voice Trigger for Apple's Personal Assistant	Siri Team	2017	- 0 +	Report
Applied Deep Learning - Part 3: Autoencoders	Arden Dertat	2017	- 0 +	Report
5 Heroic Python NLP Libraries	Author Unknown	2017	- 0 +	Report
Why are Convnets Often Better Than the Rest? Part I	Caspar Wylie	2018	- 0 +	Report
What do 50 million drawings look like?	Google Research	2017	- 0 +	Report
Understanding BERT Part 2: BERT Specifics	Miguel Romero and Francisco Ingham	2018	- 0 +	Report
Open Machine Learning Course. Topic 3. Classification, Decision Trees and k Nearest Neighbors	Yury Kashnitskiy	2018	- 0 +	Report
Deep Learning???Convolutional Neural Networks Basic 101	Judy Shih	2018	- 0 +	Report
Why AlphaGo Zero is a Quantum Leap Forward in Deep Learning	Carlos Perez	2017	- 0 +	Report
Sempre Viewer	Ice Pasupat	2016	- 0 +	Report
Understanding Feature Engineering (Part 3)???Traditional Methods for Text Data	Dipajan Sarkar	2018	- 0 +	Report
Deep Learning for NLP, advancements and trends in 2017	Javier	2017	- 0 +	Report
Neural Networks V: Back-Propagation	Pablo Ruiz Ruiz	2018	- 0 +	Report
When Recurrent Models Don't Need to be Recurrent	John Miller	2018	- 0 +	Report
Sequence to Sequence Deep Learning	Quoc Le	2016	- 0 +	Report
Understanding GRU networks	Simeon Kostadinov	2017	- 0 +	Report
Part 4: Better, faster, stronger	Tobias Hill	2018	- 0 +	Report
Conditional Random Fields as Recurrent Neural Networks	Shuai Zheng, Sadeep Jayasumana, Bernardino Romera-Paredes, Vibhav Vineet, Zhizhong Su, Dalong Du, Chang Huang, Philip H. S. Torr	2017	- 0 +	Report
Geometric Deep Learning	N/A	2019	- 0 +	Report
Deep learning using Keras ? The Basics	Vikas Gupta	2017	- 0 +	Report
Machine Learning Algorithms Second Edition	Giuseppe Bonaccorso	2018	- 0 +	Report
Improving AI language understanding by combining multiple word representations	Douwe Kiela, Changhan Wang, Kyunghyun Cho	2018	- 0 +	Report
5 Essential Neural Network Algorithms	Caspar Wylie	2018	- 0 +	Report
ELMo in Practice	Irene Li	2018	- 0 +	Report
Hyper-parameters in Action! Part II???Weight Initializers	Daniel Godoy	2018	- 0 +	Report
Building Convolutional Neural Network using NumPy from Scratch	Ahmed Gad	2018	- 0 +	Report
13 Deep Learning Frameworks for Natural Language Processing in Python	Olga Davydova	2018	- 0 +	Report
What is wrong with convolutional neural nets? Fields Institute, 2017 \| Geoffrey Hinton, U of Toronto	Geoffrey Hinton	2017	- 0 +	Report
Training a Word2Vec model for Swedish	Andreas Klintberg	2015	- 0 +	Report
TensorFlow: What Parameters to Optimize	Ahmed Gad	2017	- 0 +	Report
A Friendly Introduction to Convolutional Neural Networks	Ifu Aniemeka	2017	- 0 +	Report
Why Deep Learning Works	Monica Anderson	2018	- 0 +	Report
A noob's guide to implementing RNN-LSTM using Tensorflow	Monik	2016	- 0 +	Report
Spiking Neural Networks, the Next Generation of Machine Learning	Devin Soni	2018	- 0 +	Report
Attention and Augmented Recurrent Neural Networks	Chris Olah, Shan Carter	2016	- 0 +	Report
Welcome to fastai	N/A	2019	- 0 +	Report
TensorFlow: A proposal of good practices for files, folders and models architecture	Author Unknown	2016	- 0 +	Report
When (not) to use Deep Learning for NLP	Delip Rao	2017	- 0 +	Report
Deep learning architecture diagrams	Zygmunt Z	2016	- 0 +	Report
TensorFlow in a Nutshell???Part One: Basics	Camron Godbout	2016	- 0 +	Report
Learning from Imbalanced Classes	Tom Fawcett	2016	- 0 +	Report
Visualizing Convolutional Nets for NLU Tasks	Hannes	2018	- 0 +	Report
Node.js meets OpenCV?s Deep Neural Networks???Fun with Tensorflow and Caffe	Vincent Muhler	2017	- 0 +	Report
Dynamic word embeddings for evolving semantic discovery	Yao	2018	- 0 +	Report
Game of Thrones Word Embeddings, does R+L = J ????part 1	JC Testud	2017	- 0 +	Report
Introduction to TensorFlow Datasets and Estimators	TensorFFlow Team	2017	- 0 +	Report
Implementing a Principal Component Analysis (PCA)	Sebastian Raschka	2014	- 0 +	Report
Understanding LSTM and its diagrams	Shi Yan	2016	- 0 +	Report
Neural Networks Building Blocks	Eugenio Culurciello	2017	- 0 +	Report
Introduction to Recurrent Neural Networks in Pytorch	cpuheater	2017	- 0 +	Report
Demystifying Neural Networks: A Mathematical Approach (Part 2)	Parul Pandey	2018	- 0 +	Report
Applications of Deep Neural Networks	Jeff Heaton	2021	- 0 +	Report
Linking Fundamental Physics to Deep Learning	Kwan-Yuet (Stephen) Ho	2016	- 0 +	Report
Deep Learning 2: Part 1 Lesson 3	Hiromi Suenaga	2018	- 0 +	Report
Convolutional neural networks for language tasks	Garrett Hoffman	2018	- 0 +	Report
Classifying text with TensorFlow Estimators	Julian Eisenschlos	2018	- 0 +	Report
LDA2Vec: a hybrid of LDA and Word2Vec	Kwan-Yuet (Stephen) Ho	2016	- 0 +	Report
An Interactive History of Chatbots	Will Gannon	2017	- 0 +	Report
Interpreting machine learning models	Lars Hulstaert	2018	- 0 +	Report
Facebook and Microsoft introduce new open ecosystem for interchangeable AI frameworks	Joaquin Quinonero Candela	2017	- 0 +	Report
Chapter 4 - Adversarial training, solving the outer minimization	N/A	2019	- 0 +	Report
A Gentle Introduction to Neural Networks for Machine Learning	James Le	2018	- 0 +	Report
Evaluating the Quality of Translation	Prakhar Mishra	2017	- 0 +	Report
fastai v1 for PyTorch: Fast and accurate neural nets using modern best practices	Jeremy Howard	2018	- 0 +	Report
A new kind of deep neural networks	Eugenio Culurciello	2017	- 0 +	Report
Opening the black box of deep neural networks via information - part I	Adrian Colyer	2017	- 0 +	Report
Recurrent Neural Networks for Language Modeling	Mohit Deshpande	2017	- 0 +	Report
My Neural Network isn't working! What should I do?	Daniel Holden.	2017	- 0 +	Report
Transfer Learning with Convolutional Neural Networks in PyTorch	Will Koehrsen	2018	- 0 +	Report
GANs in TensorFlow from the Command Line: Creating Your First GitHub Project	Rubens Zimbres	2018	- 0 +	Report
Thought Vectors	N/A	2019	- 0 +	Report
Open Machine Learning Course. Topic 8. Vowpal Wabbit: Fast Learning with Gigabytes of Data	Yury Kashnitskiy	2018	- 0 +	Report
Linear Classification Loss Visualization	Andrej Karpathy	2016	- 0 +	Report
Chapter 8 .0: Convolutional neural networks for deep learning.	Madhu Sanjeevi	2017	- 0 +	Report
Chinese Character-Level Language Model	Joseph cheng	2017	- 0 +	Report
An Intuitive Guide to Deep Network Architectures	Joyce Xu	2017	- 0 +	Report
Chapter 7 : Artificial neural networks with Math.	Madhu Sanjeevi	2017	- 0 +	Report
Practical Pytorch	Sean Robertson	2017	- 0 +	Report
A miscellany of fun deep learning papers	Adrian Colyer	2017	- 0 +	Report
A Beginner Introduction to TensorFlow	Narasimha Prasanna HN	2017	- 0 +	Report
Modern Deep Learning Techniques Applied to Natural Language Processing	Elvis Saravia, Soujanya Poria	2019	- 0 +	Report
Deep Learning Achievements Over the Past Year	Eduard Tyantov	2017	- 0 +	Report
Word Embedding: Word2Vec Explained	V. Tursi, R. Silipo	2018	- 0 +	Report
TFGAN: A Lightweight Library for Generative Adversarial Networks	Joel Shor	2017	- 0 +	Report
How Readable is your Text?	Prakhar Mishra	2017	- 0 +	Report
State of Deep Learning : H2 2018 Review	Ross Taylor	2018	- 0 +	Report
Face Recognition with Deep Learning	Lewis Gavin	2017	- 0 +	Report
Machine Learning for Humans, Part 3: Unsupervised Learnin	Vishal Maini	2017	- 0 +	Report
Memory, attention, sequences	Eugenio Culurciello	2017	- 0 +	Report
My Top 9 Favorite Python Deep Learning Libraries	Adrian Rosebrock	2016	- 0 +	Report
Understanding Deep Learning with TensorFlow playground	Andrew Thomas	2018	- 0 +	Report
Deep Contextualized Word Representations with ELMo	Mihail Eric	2018	- 0 +	Report
All the Backpropagation derivatives	Patrick David	2018	- 0 +	Report
The future of deep learning	Francois Chollet	2017	- 0 +	Report
Multi-Class Neural Networks: Softmax	Google	2018	- 0 +	Report
Deep Learning and Artificial Intelligence	William H. Press	2017	- 0 +	Report
Comparing production-grade NLP libraries: Accuracy, performance, and scalability	Saif Addin Ellafi	2018	- 0 +	Report
[EMNLP] What is GloVe? Part I	Brendan Whitaker	2018	- 0 +	Report
Kaldi now offers TensorFlow Integration	Raziel Alvarez	2017	- 0 +	Report
Machine Learning Oxford Course	Nando de Freitas	2014	- 0 +	Report
5 algorithms to train a neural network	Alberto Quesada	2018	- 0 +	Report
How to Train your own Object Detector with TensorFlow's Object Detector API	Dat Tran	2017	- 0 +	Report
Adversarial examples in deep learning	Grogory Chatel	2017	- 0 +	Report
Written Memories: Understanding, Deriving and Extending the LSTM	R2RT	2016	- 0 +	Report
Improving Neural Networks – Hyperparameter Tuning, Regularization, and More (deeplearning.ai Course #2)	Pulkit Sharma	2018	- 0 +	Report
Is Deep Learning without Programming Possible ?	Naveen Mawani	2019	- 0 +	Report
Deep Neural Network Capsules	Eugenio Culurciello	2017	- 0 +	Report
[Learning Note] Dropout in Recurrent Networks???Part 2	CeShine Lee	2017	- 0 +	Report
TensorFlow-Tutorials	Nathan Lintz	2017	- 0 +	Report
The Variational Autoencoder as a Two-Player Game???Part II	Max Frenzel	2018	- 0 +	Report
CNN insights: Scoring token-sequences by their relevance. Part 6 of 7	Noel Kennedy	2018	- 0 +	Report
Neural Networks for Word Embeddings: Introduction to Natural Language Processing Part 3	Mandy Gu	2018	- 0 +	Report
How do neural nets learn?' A step by step explanation using the H2O Deep Learning algorithm.	Shirin Glander	2018	- 0 +	Report
Machine Learning Basics???Part 4???Anomaly Detection, Recommender Systems and Scalinga	Daniel Deutsch	2018	- 0 +	Report
Keras LSTM tutorial ? How to easily build a powerful deep learning language model	Andy Thomas	2018	- 0 +	Report
Tensorflow Tutorials using Jupyter Notebook	Sungjoon, bluedisk	2017	- 0 +	Report
Quick Recipe: Building Word Clouds	bogdani	2017	- 0 +	Report
dl4mt-material	Kyunghyun Cho	2015	- 0 +	Report
Introduction to Deep Learning with Python	Alec Radford	2014	- 0 +	Report
Vectors in Machine Learning	Joydeep Bhattacharjee	2017	- 0 +	Report
Free Deep Learning Book (MIT Press)	Vincent Granville	2017	- 0 +	Report
Useful snippets for Google Colaboratory. Free GPU included.	Andrey Nikishaev	2018	- 0 +	Report
Automated Feature Engineering in Python	William Koehrsen	2018	- 0 +	Report
Some New Interesting Deep Learning Datasets for Data Scientists	Muktabh Mayank	2017	- 0 +	Report
Practical 2: Text Classification	Chris Dyer, Yannis Assael, Brendan Shillingford	2017	- 0 +	Report
EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings	Swisscom	2018	- 0 +	Report
Beholder: A TensorBoard plugin for visualizing arbitrary tensors in a video as your network trains.	Chris Anderson	2017	- 0 +	Report
Backpropogating an LSTM: A Numerical Example	Aidan Gomez	2016	- 0 +	Report
Neural Machine Translation with Python	Susan Li	2018	- 0 +	Report
DL03: Gradient Descent	Sarthak Gupta	2017	- 0 +	Report
Teaching a Variational Autoencoder (VAE) to draw MNIST characters	Felix Mohr	2017	- 0 +	Report
Machine Learning tips and tricks cheatsheet	Shervine Amidi	2018	- 0 +	Report
Guest Post (Part II): Deep Reinforcement Learning with Neon	Tambet Matiisen	2015	- 0 +	Report
Convolutional Neural Networks: The Biologically-Inspired Model	James Le	2018	- 0 +	Report
Deep Learning with Tensorflow: Part 3???Music and text generation	Matteo Kotler	2017	- 0 +	Report
GloVe: Global Vectors for Word Representation	Adrian Colyer	2016	- 0 +	Report
Learning from Imbalanced Classes	Tom Fawcett	2016	- 0 +	Report
Convolutional Neural Network???I	Mandar Deshpande	2017	- 0 +	Report
Machine Learning: An In-Depth Guide - Overview, Goals, Learning Types, and Algorithms	Alex Castrounis	2018	- 0 +	Report
Word2Vec For Phrases — Learning Embeddings For More Than One Word	Moshe Hazoom	2018	- 0 +	Report
The Scalable Neural Architecture behind Alexa?s Ability to Select Skills	Young-Bum Kim	2018	- 0 +	Report
Only Numpy: Understanding Back Propagation for Transpose Convolution in Multi Layer CNN with Example and Interactive Code.	Jae Duk Seo	2018	- 0 +	Report
Learning Deep Learning - My Top-Five List	Arthur Chan	2016	- 0 +	Report
The 8 Neural Network Architectures Machine Learning Researchers Need to Learn	James Le'	2018	- 0 +	Report
Tracking the Millennium Falcon TensorFlow	Nick Bourdakos	2017	- 0 +	Report
Neural Network Architectures	Eugenio Culurciello	2017	- 0 +	Report
Deep Learning Papers Reading Roadmap	floodsung	2018	- 0 +	Report
Recurrent Networks	N/A	2019	- 0 +	Report
Multivariate Time Series Forecasting with LSTMs in Keras	Jason Browniee	2017	- 0 +	Report
Another Twitter sentiment analysis with Python???Part 10 (Neural Network with Doc2Vec/Word2Vec/GloVe)	The Rickest Ricky	2018	- 0 +	Report
Deep Learning Notes 1 – NN (Repost)	Irene Li	2016	- 0 +	Report
Tel Aviv Deep Learning Bootcamp	Shlomo Kashani	2017	- 0 +	Report
How to colorize black and white photos with just 100 lines of neural network code	Emil Wallner	2017	- 0 +	Report
Learning to Reason with Neural Module Networks	Jacob Andreas	2017	- 0 +	Report
Attention Mechanism in Neural Network	Pranoy Radhakrishnan	2017	- 0 +	Report
The History of Deep Learning ? Explored Through 6 Code Snippets	Emil Wallner	2017	- 0 +	Report
Theano Exercises	Ian Goodfellow	2015	- 0 +	Report
Deep study of a not very deep neural network. Part 1: What?s in our data	Rinat Maksutov	2018	- 0 +	Report
Is it a boy or a girl? An introduction to Machine Learning	bogdani	2017	- 0 +	Report
How to train a neural coreference model? Neuralcoref 2	Thomas Wolf	2018	- 0 +	Report
Dual Embedding Space Model (DESM)	Bhaskar Mitra, Nick Craswell, Rich Caruana	2083	- 0 +	Report
LDA2vec: Word Embeddings in Topic Models	Lars Hulstaert	2017	- 0 +	Report
The Variational Autoencoder as a Two-Player Game???Part I	Max Frenzel	2018	- 0 +	Report
Text Summarization using Single Value Decomposition	Author Unknown	2016	- 0 +	Report
Machine Learning From Scratch: Part 1	Sebastian Kwiatkowski	2018	- 0 +	Report
Multi-state LSTMs for categorical features	Kwyk	2017	- 0 +	Report
Stacked Autoencoders	Mehdi Mirza	2017	- 0 +	Report
Do neural networks really work like neurons?	Yariv Adan	2018	- 0 +	Report
A Light Introduction to Transformer-XL	Elvis	2019	- 0 +	Report
PyTorch-Deep-Learning-Minicourse	The African Institute for Mathematical Sciences (AIMS)	2018	- 0 +	Report
How many layers do you need?	Naftali Cohen	2018	- 0 +	Report
ConceptNet 5.7	Robyn Speer	2019	- 0 +	Report
Introducing TensorFlow Probability	Josh Dillon, Mike Shwe, Dustin Tran	2018	- 0 +	Report
Deep Learning Summer School, Montreal 2016 videos	Video Lectures	2016	- 0 +	Report
An Overview of Regularization Techniques in Deep Learning (with Python code)	Shubham Jain	2018	- 0 +	Report
Deep Learning software installation guide on fresh Ubuntu	Aaditya Prakash	2017	- 0 +	Report
Man’s Search for the most accurate Neural Network Architecture	Ankit Sachan	2019	- 0 +	Report
Deep Learning from first principles in Python, R and Octave ? Part 2	Tinniam V Ganesh	2018	- 0 +	Report
The fall of RNN / LSTM	Eugenio Culurciello	2018	- 0 +	Report
Deeplearning4J Examples	Deeplearning4j	2016	- 0 +	Report
Understanding Neural Networks: What, How and Why?	Eugenia Inzaugarat	2018	- 0 +	Report
Demystifying Generative Adversarial Nets (GANs)	Stefan Hosein	2018	- 0 +	Report
Decoupled Neural Interfaces Using Synthetic Gradients	Max Jaderberg	2017	- 0 +	Report
5 Genius Python Deep Learning Libraries	Author Unknown	2017	- 0 +	Report
Why are Convnets Often Better Than the Rest? Part III	Caspar Wylie	2018	- 0 +	Report
Dissecting BERT Part 1: The Encoder	Miguel Romero and Francisco Ingham	2018	- 0 +	Report
Open Machine Learning Course. Topic 2. Visual Data Analysis with Python	Egor Polusmak	2018	- 0 +	Report
Mlxtend	Sebastian Raschka	2017	- 0 +	Report
Why Do Machine Learning Algorithms Work on Data That They Have Not Seen Before?	Jason Brownlee	2018	- 0 +	Report
Understanding Feature Engineering (Part 4)???Deep Learning Methods for Text Data	Dipajan Sarkar	2018	- 0 +	Report
Illustrated Guide to LSTM’s and GRU’s: A step by step explanation	Michael Nguyen	2018	- 0 +	Report
Complete code examples for Machine Translation with Attention, Image Captioning, Text Generation, and DCGAN implemented with tf.keras and eager execution	Yash Katariya	2018	- 0 +	Report
kegra: Deep Learning on Knowledge Graphs with Keras	Daniel Shapiro	2017	- 0 +	Report
Neural Networks IV: The Graph Approach	Pablo Ruiz Ruiz	2018	- 0 +	Report
Recurrent Neural Networks: The Powerhouse of Language Modeling	James Le	2018	- 0 +	Report
Question answering on the Facebook bAbi dataset using recurrent neural networks and 175 lines of Python + Keras	Stephen Merity	2015	- 0 +	Report
Coreference Resolution with Deep Learning	Kevin Clark, Christopher Manning	2016	- 0 +	Report
Part 1: A neural network from scratch — Foundation	Tobias Hill	2018	- 0 +	Report
Character-Level Language Model	Imad Dabbura	2018	- 0 +	Report
Relevance and Deep Learning	Kwan-Yuet (Stephen) Ho	2016	- 0 +	Report
Fundamentals of Deep Learning - Activation Functions and When to Use Them?	Dishashree Gupta	2017	- 0 +	Report
NLP?s generalization problem, and how researchers are tackling it	Ana Marasovic	2018	- 0 +	Report
30 Essential Data Science, Machine Learning & Deep Learning Cheat Sheets	Matthew Mayo	2017	- 0 +	Report
How to do Deep Learning on Graphs with Graph Convolutional Networks	Tobias Skovgaard Jepsen	2019	- 0 +	Report
Pointer Networks in TensorFlow (with sample code)	Dev Nag	2016	- 0 +	Report
Various Optimisation Techniques and their Impact on Generation of Word Embeddings	DataTurks: Data Annotations Made Super Easy	2018	- 0 +	Report
Deep Learning 2: Part 2 Lesson 14	Hiromi Suenaga	2018	- 0 +	Report
Convolutional Neural Networks with TensorFlow	Aditya Sharma	2018	- 0 +	Report
Visualize the Entire Deep Learning Process thanks to VisualDL	Pranav Dar	2018	- 0 +	Report
The Current Best of Universal Word Embeddings and Sentence Embeddings	Thomas Wolf	2018	- 0 +	Report
A Curated List of Dedicated Resources - Tensorflow Libraries	Kirti Bakshi	2017	- 0 +	Report
Translation Matrix: How to Connect "Embeddings" in Different Languages	Ji Xiaohong	2017	- 0 +	Report
Geoffrey Hinton?s Capsule Networks: A Novel Approach to Deep Learning	Alibaba Cloud	2018	- 0 +	Report
Keras Tutorial: Deep Learning in Python	Karlijn Willems	2017	- 0 +	Report
Recognizing Speech Commands Using Recurrent Neural Networks with Attention	Douglas Coimbra de Andrade	2018	- 0 +	Report
Interpreting Machine Learning Models: An Overview	Matthew Mayo, KDnuggets	2017	- 0 +	Report
Light on Math Machine Learning: Intuitive Guide to Understanding KL Divergence	Thushan Ganegedara	2018	- 0 +	Report
Deep Learning 2: Part 2 Lesson 10	Hiromi Suenaga	2018	- 0 +	Report
Build Your Own Convolution Neural Network in 5 mins	Rohith Gandhi	2018	- 0 +	Report
An Introduction to t-SNE with Python Example	Andre Violante	2018	- 0 +	Report
MUSE: Multilingual Unsupervised and Supervised Embeddings	Kirti Bakshi	2017	- 0 +	Report
What's Happening inside the Convolutional Neural Network? The answer is Convolution	Tales Lima Fonseca	2017	- 0 +	Report
Learning neural network architectures	Eugenio Culurciello	2018	- 0 +	Report
Understanding deep learning through neuron deletion	Ari S Morcos, David GT Barrett, Neil C Rabinowitz, and Matthew Botvinick	2018	- 0 +	Report
All of Backpropagation in Two Pages	Karl Stratos	2021	- 0 +	Report
DeepLearning.ai Courses Notes	Mahmoud Badry	2018	- 0 +	Report
Only Numpy: Vanilla Recurrent Neural Network with Activation Deriving Back propagation Through Time Practice???part 2/2	Jae Duk Seo	2017	- 0 +	Report
Demystifying Neural Networks: A Mathematical Approach (Part 1)	Parul Pandey	2018	- 0 +	Report
Generative Adversarial Networks for Beginners	Jon Bruner and Adit Deshpande	2017	- 0 +	Report
Neural Networks Part 1: A Simple Proof of the Universal Approximation Theorem	Joe Klein	2017	- 0 +	Report
Deep Learning 2: Part 1 Lesson 2	Hiromi Suenaga	2018	- 0 +	Report
Transfer Learning in NLP	Peter Martigny	2018	- 0 +	Report
Sammon Embedding with Tensorflow	Kwan-Yuet (Stephen) Ho	2017	- 0 +	Report
2017 Beginner's Review of GAN Architectures	Roman Trusov	2017	- 0 +	Report
A Concise Introduction to Neural Machine Translation	Prakhar Mishra	2018	- 0 +	Report
A gentle journey from linear regression to neural networks	Joseph Rocca	2018	- 0 +	Report
Some tips for debugging deep learning	Patrick C.	2016	- 0 +	Report
Understanding How Recurrent Neural Networks Model Text	Michael Guerzhoy, Renjie Liao	2018	- 0 +	Report
Open Machine Learning Course. Topic 7. Unsupervised Learning: PCA and Clustering	Sergey Korolev	2018	- 0 +	Report
10 Days of Deep Learning	Vaibhav Srivastav	2017	- 0 +	Report
Chapter 8 .1: Code for Convolutional neural networks(Tensorflow and Keras-Theano).	Madhu Sanjeevi	2017	- 0 +	Report
PCA using Python (scikit-learn)	Michael Galarnyk	2017	- 0 +	Report
Building a Real-Time Object Recognition App with Tensorflow and OpenCV	Dat Tran	2017	- 0 +	Report
German Word Embeddings	Author Unknown	2017	- 0 +	Report
Chapter 9 : Natural Language Processing.	Madhu Sanjeevi	2017	- 0 +	Report
TensorFlow Machine Learning Cookbook	Nick McClure	2017	- 0 +	Report
Data Analysis in Python: Interactive confusion matrix with Facets Dive, Pandas, Scikit-learn	Jan Pomikalek	2017	- 0 +	Report
Microsoft is teaching systems to read, answer and even ask questions	Allison Linn	2017	- 0 +	Report
wevi: word embedding visual inspector	Xin Rong	2015	- 0 +	Report
Lessons Learned from Applying Deep Learning for NLP Without Big Data	Yonatan Hadar	2018	- 0 +	Report
Transfer learning & The art of using Pre-trained Models in Deep Learning	Dishashree Gupta	2017	- 0 +	Report
Neural Networks — An Intuition	Prateek Karkare	2018	- 0 +	Report
When Recurrent Models Don't Need to be Recurrent	John Miller	2018	- 0 +	Report
A Hands-on Tutorial on Neural Language Models	Ayushman Dash	2017	- 0 +	Report
What?s the next word?	Prakhar Mishra	2017	- 0 +	Report
Deep Learning: Perturbations and Diversity is All You Need	Carlos E. Perez	2018	- 0 +	Report
Understanding AI Toolkits	Edd Wilder-James	2017	- 0 +	Report
Machine Learning for Humans, Part 2.3: Supervised Learning III	Vishal Maini	2017	- 0 +	Report
A simple neural network with Python and Keras	Adrian Rosebrock	2016	- 0 +	Report
Introduction to TensorFlow and Computation Graph	Paras Dahal	2018	- 0 +	Report
Evaluating Text Output in NLP: BLEU at your own risk	Rachael Tatman	2019	- 0 +	Report
Neural Networks demo in Javascript	Andrej Karpathy	2016	- 0 +	Report
Introduction to k-Nearest Neighbors: Simplified (with implementation in Python)	Tavish Srivastava	2018	- 0 +	Report
Comparing production-grade NLP libraries: Training Spark-NLP and spaCy pipelines	Saif Addin Ellafi	2018	- 0 +	Report
Deep contextualized word representations	Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, Luke Zettlemoyer	2018	- 0 +	Report
A Guide to Deep Learning	YerevaNN	2016	- 0 +	Report
How to Grid Search Hyperparameters for Deep Learning Models in Python With Keras	Jason Brownlee	2016	- 0 +	Report
Deep Learning with Python	Vihar Kurama	2018	- 0 +	Report
[Learning Note] Dropout in Recurrent Networks???Part 1	CeShine Lee	2017	- 0 +	Report
Attention? Attention!	Lilian Weng	2018	- 0 +	Report
Darknet: Open Source Neural Networks in C	Joseph Redmon	2017	- 0 +	Report
Machine Learning Pipeline - You've got it wrong	Mariusz	2017	- 0 +	Report
Implementing T-SNE in Tensorflow [ Manual Back Prop in TF ]	Jae Duk Seo	2018	- 0 +	Report
Introduction to Decision Tree Learning	Ishan Sharma	2018	- 0 +	Report
CNN Insights : Hiding input tokens to reveal classification focus. Part 5 of 7	Noel Kennedy	2018	- 0 +	Report
Variational Autoencoder Explained	Mohit Jain	2018	- 0 +	Report
Generative Models	Andrej Karpathy, Pieter Abbeel, Greg Brockman, Peter Chen, Vicki Cheung, Rocky Duan, Ian Goodfellow, Durk Kingma, Jonathan Ho, Rein Houthooft, Tim Salimans, John Schulman, Ilya Sutskever, Wojciech Zar	2016	- 0 +	Report
Neural Network 3D Simulation	Denis Dmitriev	2016	- 0 +	Report
Visualize World Trends using Seaborn in Python	Sambit Mahapatra	2018	- 0 +	Report
Machine Learning Basics???Part 2???Concept of neural networks and how to debug a learning algorithm	Daniel Deutsch	2018	- 0 +	Report
Essentials of Deep Learning: Introduction to Long Short Term Memory	Pranjal Srivastava	2017	- 0 +	Report
Generative Adversarial Networks	Paige Zaremba	2017	- 0 +	Report
Music Language Modeling with Recurrent Neural Networks	Yoav Zimmerman	2016	- 0 +	Report
Neural Network	Matt Mazur	2014	- 0 +	Report
Toying with Word2Vec	Kwan-Yuet (Stephen) Ho	2015	- 0 +	Report
10 Things to Think About Before Starting to Code Your Deep Neural Network	Gal Yona	2017	- 0 +	Report
ResNet, AlexNet, VGG, Inception: Understanding various architectures of Convolutional Networks	Koustubh	2018	- 0 +	Report
Practical 1: word2vec	Brendan Shillingford, Yannis Assael, Chris Dyer	2017	- 0 +	Report
node2vec: Embeddings for Graph Data	Elior Cohen	2018	- 0 +	Report
?TensorBoard - Visualize your learning.?	Jonathan Hui	2017	- 0 +	Report
Deep Learning Limitations and New Frontiers	Alexander Amini	2018	- 0 +	Report
[ Back to Basics ] Deriving Back Propagation on simple RNN/LSTM (feat. Aidan Gomez)	Jae Duk Seo	2018	- 0 +	Report
Neural networks as Ordinary Differential Equations	Kevin Gibson	2018	- 0 +	Report
DL02: Writing a Neural Network from Scratch (Code)	Sarthak Gupta	2017	- 0 +	Report
Thang Luongs Thesis on Neural Machine Translation	Thang Luong	2017	- 0 +	Report
Structured Deep Learning	Kerem Turgutlu	2017	- 0 +	Report
RNN or Recurrent Neural Network for Noobs	Debarko De	2018	- 0 +	Report
Deep Learning cheatsheet	Shervine Amidi	2018	- 0 +	Report
Guest Post (Part I): Demystifying Deep Reinforcement Learning	Tambet Matiisen	2015	- 0 +	Report
Deep Learning with Tensorflow: Part 2???Image classification	Matteo Kotler	2017	- 0 +	Report
Google News and Leo Tolstoy: Visualizing Word2Vec Word Embeddings using t-SNE	Sergey Smetanin	2018	- 0 +	Report
[Tensorflow] Implementing Temporal Convolutional Networks	CeShine Lee	2018	- 0 +	Report
Demystifying Convolutional Neural Networks	Ravindra Parmar	2018	- 0 +	Report
SpringML	Priya Dwivedi	2018	- 0 +	Report
Under the hood: Multilingual embeddings	Ves Stoyanov, Necip Fazil Ayan	2018	- 0 +	Report
Under The Hood of Neural Networks. Part 2: Recurrent	Andrey Sakryukin	2018	- 0 +	Report
What is wrong with Convolutional neural networks?	Mahmoud Tarrasse	2018	- 0 +	Report
Deep Learning From Scratch VI: TensorFlow	Daniel Sabinasz	2017	- 0 +	Report
21 Deep Learning Videos, Tutorials & Courses on Youtube from 2016	Swati Kashyap	2016	- 0 +	Report
Activation Functions: Neural Networks	Sagar Sharma	2017	- 0 +	Report
Recurrent Neural Networks for Language Understanding	Mandy Gu	2018	- 0 +	Report
Beyond Word Embeddings Part 1	Aaron (Ari) Bornstein	2018	- 0 +	Report
Four deep learning trends from ACL 2017: Part 2	Abigail See	2017	- 0 +	Report
Data Structures Related to Machine Learning Algorithms	Peter Mills	2017	- 0 +	Report
Deep Learning for NLP: An Overview of Recent Trends	Elvis	2018	- 0 +	Report
Nlpnet - Natural Language Processing with Neural Networks	Author Unknown	2017	- 0 +	Report
PyTorch Tensor Basics	Matthew Mayo	2018	- 0 +	Report
A simple neural network with Python and Keras	Emmanuelle Rieuf	2017	- 0 +	Report
Deep Learning Tips and Tricks	Jonathan Balaban	2018	- 0 +	Report
TensorFlow Dataset API tutorial ? build high performance data pipelines	Andy	2018	- 0 +	Report
[EMNLP] What is GloVe? Part IV	Brendan Whitaker	2018	- 0 +	Report
Word2Vec and FastText Word Embedding with Gensim	Steeve Huang	2018	- 0 +	Report
Amazon Lex	Amazon	2017	- 0 +	Report
CS231n: Assignment 3	Andrej Karpathy	2016	- 0 +	Report
Coding Neural Network???Forward Propagation and Backpropagtion	Imad Dabbura	2018	- 0 +	Report
Comparing production-grade NLP libraries: Running Spark-NLP and spaCy pipelines	Saif Addin Ellafi	2018	- 0 +	Report
Deep Learning with TensorFlow in Python: Convolution Neural Nets	Sandipan Dey	2017	- 0 +	Report
What matters: attention mechanism	Irene Li	2018	- 0 +	Report
Announcing GPUs for Google Cloud Platform	John Barrus	2016	- 0 +	Report
Deep Learning Isn't a Dangerous Magic Genie. It's Just Math	Oren Etzioni	2017	- 0 +	Report
Transfer Learning in Tensorflow (VGG19 on CIFAR-10): Part 2	Park Chansung	2018	- 0 +	Report
A Complete Machine Learning Project Walk-Through in Python: Part One	William Koehrsen	2018	- 0 +	Report
Data Augmentation \| How to use Deep Learning when you have Limited Data???Part 2	Bharath Raj	2018	- 0 +	Report
Deep Learning Papers Reading Roadmap	Flood Sung	2016	- 0 +	Report
An introduction to Deep Q-Learning: let?s play Doom	Thomas Simonini	2018	- 0 +	Report
Word2Vec	PaddlePaddle	2018	- 0 +	Report
Gluon -API for Deeplearning	Maheshwar Ligade	2017	- 0 +	Report
Step by Step Backpropagation Through Singular Value Decomposition with Code in Tensorflow	Jae Duk Seo	2018	- 0 +	Report
TextRank and LexRank based single document summarization	Niraj Kumar	2016	- 0 +	Report
Deep Learning from first principles in Python, R and Octave ? Part 1	Tinniam V Ganesh	2018	- 0 +	Report
Sequence classification with LSTM	sjchoi86	2016	- 0 +	Report
Automatic feature engineering using Generative Adversarial Networks	Hamaad Shah	2018	- 0 +	Report
Text to Video Generation	Antonia Antonova	2017	- 0 +	Report
The 5 Levels of Machine Learning Iteration	Author Unknown	2017	- 0 +	Report
Building a Convolutional Neural Network (CNN) in Keras	Eijaz Allibhai	2018	- 0 +	Report
A Survey Of Cross-lingual Word Embedding Models	Sebastian Ruder, Ivan Vuli?, Anders Søgaard	2019	- 0 +	Report
Word vectors for 157 languages	N/A	2019	- 0 +	Report
Open Machine Learning Course. Topic 1. Exploratory Data Analysis with Pandas	Yury Kashnitskiy	2018	- 0 +	Report
Text Classification Using CNN, LSTM and Pre-trained Glove Word Embeddings: Part-3	Sabber Ahamed	2018	- 0 +	Report
Towards Natural Language Semantic Code Search	Hamel Husain, Ho-Hsiang Wu	2018	- 0 +	Report
Multi-Layer Neural Networks with Sigmoid Function - Deep Learning for Rookies (2)	Nahua Kang	2017	- 0 +	Report
Neural Networks III: The Big Picture	Pablo Ruiz Ruiz	2018	- 0 +	Report
Recurrent Neural Networks: The Powerhouse of Language Modelings	James Le	2018	- 0 +	Report
A Billion Words and The Limits of Language Modeling	Delip Rao	2016	- 0 +	Report
Inverse Text Normalization as a Labeling Problem	Siri Team	2017	- 0 +	Report
How to Calculate McNemar?s Test to Compare Two Machine Learning Classifiers	Jason Brownlee	2018	- 0 +	Report
Architectures	N/A	2019	- 0 +	Report
Neural Network Architectures	Andreessen Horowitz	2017	- 0 +	Report
Machine Learning: An In-Depth Guide - Unsupervised Learning, Related Fields, and Machine Learning in Practice	Alex Castrounis	2018	- 0 +	Report
Understanding Convolutional Neural Networks through Visualizations in PyTorch	Vihar Kurama	2019	- 0 +	Report
Tensor Comprehensions	Nicolas Vasilache, Priyal Goyal	2018	- 0 +	Report
Singular Value Decomposition (SVD) Tutorial: Applications, Examples, Exercises	Peter Mills	2017	- 0 +	Report
Memorizing is not learning!???6 tricks to prevent overfitting in machine learning.	Julien Despois	2018	- 0 +	Report
Dilated Recurrent Neural Networks	Shiyu Chang, Yang Zhang, Wei Han, Mo Yu, Xiaoxiao Guo, Wei Tan, Xiodong Cui, Michael Witbrock, Mark Hasegawa-Johnson, Thomas Huang	2017	- 0 +	Report
Exponentiation	Victor Powell	2015	- 0 +	Report
Deep Neural Network implemented in pure SQL over BigQuery	Harisanka Haridas	2018	- 0 +	Report
Microsoft launches open-source Cognitive Toolkit 2.0	Vishakha Jha	2017	- 0 +	Report
Deep Learning 16: Understanding Capsule Nets	Irene Li	2018	- 0 +	Report
Google Text Normalization Challenge	Google Natural Language Understanding Research	2017	- 0 +	Report
Deep study of a not very deep neural network. Part 4: How to find the right learning rate	resource	2018	- 0 +	Report
Deep Learning 2: Part 2 Lesson 11	Hiromi Suenaga	2018	- 0 +	Report
Word2Vec - a baby step in Deep Learning but a giant leap towards Natural Language Processing	Suvro Banerjee	2018	- 0 +	Report
Using Deep Learning for Structured Data with Entity Embeddings	Rutger Ruizendaal	2018	- 0 +	Report
Applied Deep Learning - Part 4: Convolutional Neural Networks	Arden Dertat	2017	- 0 +	Report
From GAN to WGAN	Lilian Weng	2017	- 0 +	Report
Understanding and optimizing GANs (Going back to first principles)	Mirantha Jayathilaka	2018	- 0 +	Report
Deep Learning Specialization by Andrew Ng_-_21 Lessons Learned	Ryan Shrott	2017	- 0 +	Report
Shift-Reduce Constituency Parser	Ryan Shrott	2017	- 0 +	Report
Transformers: Attention in Disguise	Mihail Eric	2018	- 0 +	Report
Deep Learning in a Nutshell	Nikhil Buduma	2014	- 0 +	Report
IPA transcription practice	Gretchen McCulloch	2017	- 0 +	Report
Deep Learning 2: Part 1 Lesson 1	Hiromi Suenaga	2018	- 0 +	Report
Building Convolutional Neural Network using NumPy from Scratch	Ahmed Gad	2018	- 0 +	Report
Open-sourcing DeepMind Lab	Charlie Beattie, Joel Leibo, Stig Petersen, Shane Legg	2016	- 0 +	Report
Application of Wasserstein GAN	Kwan-Yuet (Stephen) Ho	2017	- 0 +	Report
Generative Adversarial Networks???A Theoretical Walk-Through.	Sameera Ramasinghe	2018	- 0 +	Report
Meet Horovod: Uber's Open Source Distributed Deep Learning Framework for TensorFlow	Alex Sergeev, Mike Del Balso	2017	- 0 +	Report
A Visual Representation of Capsule Network Computations	Mike Ross	2017	- 0 +	Report
5 Essential Neural Network Algorithms	#ODSC - The Open Data Science Community	2018	- 0 +	Report
DeepVarient: Highly Accurate Genomes with Deep Neural Networks	Mark DePristo, Ryan Poplin	2017	- 0 +	Report
Recurrent Neural Networks (RNNs) : Part 1	Felipe	2017	- 0 +	Report
Top Deep Learning Projects	Aymeric Damien	2017	- 0 +	Report
AI Planning Historical Developments	Ryan Shrott	2017	- 0 +	Report
Transform anything into a vector	Javed Qadrud-Din	2017	- 0 +	Report
Open Machine Learning Course. Topic 6. Feature Engineering and Feature Selection	Arseny Kravchenko	2018	- 0 +	Report
A course in reinforcement learning in the wild	justheuristic, Oleg Vasilev	2017	- 0 +	Report
cs231n Assignment 3	Andrej Karpathy	2017	- 0 +	Report
Only Numpy: Implementing Convolutional Neural Network using Numpy ( Deriving Forward Feed and Back Propagation ) with interactive code	Jae Duk Seo	2018	- 0 +	Report
Chapter 1.2: Gradient Descent with Math.	Madhu Sanjeevi	2017	- 0 +	Report
An Introduction to MXNet/Gluon	Mu Li	2017	- 0 +	Report
Building an Audio Classifier using Deep Neural Networks	Narayan Srinivasan	2017	- 0 +	Report
Ian Goodfellow?s Presentations	Ian Goodfellow	2017	- 0 +	Report
Adversarial Examples, Explained	Thomas Tanay	2018	- 0 +	Report
Modern Theory of Deep Learning: Why Does It Work so Well	Dmytrii S.	2017	- 0 +	Report
Understanding Generative Adversarial Networks (GANs)	Joseph Rocca	2019	- 0 +	Report
ImageNet classification with Python and Keras	Adrian Rosebrock	2016	- 0 +	Report
PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules	Adam Bielski	2017	- 0 +	Report
The Fashionable “Hello World” of Deep Learning	Parul Pandey	2018	- 0 +	Report
Machine Learning for Humans, Part 2.2: Supervised Learning II	Vishal Maini	2017	- 0 +	Report
Getting started with Deep Learning for Computer Vision with Python	Adrian Rosebrock	2017	- 0 +	Report
Language Processing Pipelines	Author Unknown	2018	- 0 +	Report
A Walkthrough of InferSent – Supervised Learning of Sentence Embeddings	yashu seth	2018	- 0 +	Report
WTF is a Tensor?!?	Matthew Mayo	2018	- 0 +	Report
On the contribution of neural networks and word embeddings in Natural Language Processing	Jose Camacho Collados	2018	- 0 +	Report
Deep Learning for NLP at Oxford with Deep Mind 2017	Zafarullah Mahmood	2017	- 0 +	Report
What are Hyperparameters ? and How to tune the Hyperparameters in a Deep Neural Network?	Pranoy Radhakrishnan	2017	- 0 +	Report
?Cracking? Morse code with RNNs	Sandeep Bhupatiraju	2018	- 0 +	Report
Improving Word Representations Via Global Context And Multiple Word Prototypes	Eric H. Huang, Richard Socher, Christopher D. Manning, Andrew Y. Ng	2012	- 0 +	Report
Building a Deep Neural Net In Google Sheets	Blake West	2018	- 0 +	Report
Preprocessing for Machine Learning with tf.Transform	Kester Tong, David Soergel, Gus Katsiapis	2017	- 0 +	Report
Overview of GANs (Generative Adversarial Networks) - Part I	Zak Jost	2017	- 0 +	Report
The Illustrated Transformer	Jay Alammar	2018	- 0 +	Report
Introducing a simple and intuitive Python API for UCI machine learning repository	Tirthajyoti Sarkar	2018	- 0 +	Report
What is machine learning? Everything you need to know	Nick Heath	2018	- 0 +	Report
CNN insights: Generating text to fit a CNN. Part 4 of 7	Noel Kennedy	2018	- 0 +	Report
[Tensorflow] Core Concepts and Common Confusions	CeShine Lee	2018	- 0 +	Report
Machine Learning From Scratch: Part 4	Sebastian Kwiatkowski	2018	- 0 +	Report
Finding Similar Names with Matrix Factorization	Kasper Van Lombeek	2018	- 0 +	Report
History and Frontier of the Neural Machine Translation	Synced	2017	- 0 +	Report
Activation Functions: Neural Networks	Sagar Sharma	2017	- 0 +	Report
A Cookbook for Machine Learning: Vol 1	Ferenc Huszar	2017	- 0 +	Report
The Scuffle Between Two Algorithms -Neural Network vs. Support Vector Machine	Manikandan Jeeva	2018	- 0 +	Report
Understanding Activation Functions in Deep Learning	Aditya Sharma	2017	- 0 +	Report
Heart Disease Diagnosis with Deep Learning	Check-Hou Yee	2017	- 0 +	Report
10 Things Everyone Should Know About Machine Learning	Daniel Tunkelang	2017	- 0 +	Report
Hello World in TensorFlow	Sidath Asiri	2018	- 0 +	Report
Local and Global: Words and Topics	Kwan-Yuet (Stephen) Ho	2016	- 0 +	Report
Deep Learning 2: Part 1 Lesson 7	Hiromi Suenaga	2018	- 0 +	Report
Deep Learning Resources	Jeremy D. Jackson	2015	- 0 +	Report
Convolutional Neural Networks in Python with Keras	Aditya Sharma	2017	- 0 +	Report
Soul of the Machine: How Chatbots Work	gk_	2017	- 0 +	Report
Open Practical	Chris Dyer, Phil Blunsom, Yannis Assael, Brendan Shillingford, Yishu Miao, Jan Buys	2017	- 0 +	Report
Improving Real-Time Object Detection with YOLO	Varun Agrawal	2017	- 0 +	Report
Detailed Analysis of ARXIV Computation and Language Papers and Capsule Network Papers	N/A	2019	- 0 +	Report
Machine Learning FAQ	Sebastian Raschka	2018	- 0 +	Report
The fall of RNN / LSTM	Eugenio Culurciello	2018	- 0 +	Report
Translation with a Sequence to Sequence Network and Attention	Sean Robertson	2017	- 0 +	Report
Exploring Quantum Neural Networks	Jarrod McClean, Hartmut Neven	2018	- 0 +	Report
DL01: Neural Networks Theory	Sarthak Gupta	2017	- 0 +	Report
Generating Text with RNNs in 4 Lines of Code	Matthew Mayo	2018	- 0 +	Report
Maths background for ML	Iain Murray	2017	- 0 +	Report
Recent Advances for a Better Understanding of Deep Learning ? Part I	Arthur Pesah	2018	- 0 +	Report
Bayesian Convolutional Neural Networks with Bayes by Backprop	Feliz Laumann	2018	- 0 +	Report
Deep Learning with Tensorflow: Part 1???theory and setup	Matteo Kotler	2017	- 0 +	Report
Art of Vector Representation of Words	ASHISH RANA	2018	- 0 +	Report
Open Machine Learning Course. Topic 10. Gradient Boosting	Anastasia Manokhina	2018	- 0 +	Report
Convolutional neural networks, Part 1	Adrian Colyer	2017	- 0 +	Report
Word2Vec (Part 1)	Mukul Malik	2016	- 0 +	Report
[Theory] Some results concerning string embeddings.	Brendan Whitaker	2018	- 0 +	Report
Under The Hood of Neural Networks. Part 1: Fully Connected.	Andrey Sakryukin	2018	- 0 +	Report
Understanding Capsule Networks - AI’s Alluring New Architecture	Nick Bourdakos	2018	- 0 +	Report
Machine learning fundamentals (II): Neural networks	Conor McDonald	2017	- 0 +	Report
Recurrent Neural Networks by Example in Python	Will Koehrsen	2018	- 0 +	Report
Beyond Word Embeddings Part 2	Aaron (Ari) Bornstein	2018	- 0 +	Report
My thoughts on Skip-Thoughts	Sanyam Agarwal	2017	- 0 +	Report
Capsule Networks: A new and attractive AI architecture	Ayyüce K?zrak	2018	- 0 +	Report
Four deep learning trends from ACL 2017: Part 1	Abigail See	2017	- 0 +	Report
Machine Learning Algorithms: Which One to Choose for Your Problem	Daniil Korbut	2017	- 0 +	Report
Everything you need to know about AutoML and Neural Architecture Search	George Seif	2018	- 0 +	Report
New approaches to Deep Networks:Capsules (Hinton), HTM (Numenta), Sparsey (Neurithmic Systems) and RCN (Vicarious)	Gideon Kowadlo	2017	- 0 +	Report
Deep Learning Best Practices - Weight Initialization	Neerja Doshi	2018	- 0 +	Report
A Complete Machine Learning Walk-Through in Python: Part Three	William Koehrsen	2018	- 0 +	Report
[EMNLP] What is GloVe? Part III	Brendan Whitaker	2018	- 0 +	Report
Word Embeddings with Gensim	Prakhar Mishra	2017	- 0 +	Report
Training MXNet - part 2: CIFAR-10	Julien Simon	2017	- 0 +	Report
CS231n: Assignment 2	Andrej Karpathy	2016	- 0 +	Report
ImageNet - Part 1: Going on An Adventure	Julien Simon	2017	- 0 +	Report
How neural networks learn distributed representations	Garrett Hoffman	2018	- 0 +	Report
Revisiting Deep Learning as a Non-Equilibrium Process	Carlos E. Perez	2017	- 0 +	Report
Introduction to Deep Learning	Zied Haj-Yahia	2018	- 0 +	Report
Seq2seq pay Attention to Self Attention: Part 2	Bgg	2018	- 0 +	Report
ML Algorithms Addendum: Hebbian Learning	Giuseppe Bonaccorso	2017	- 0 +	Report
Transfer Learning in Tensorflow (VGG19 on CIFAR-10): Part 1	Park Chansung	2018	- 0 +	Report
Convolutional Neural Networks from the ground up	Alejandro Escontrela	2018	- 0 +	Report
Machine Learning for Text Classification Using SpaCy in Python	Susan Li	2018	- 0 +	Report
Making computers explain themselves	Larry Hardesty	2016	- 0 +	Report
Single-Layer Neural Networks and Gradient Descent	Sebastian Raschka	2015	- 0 +	Report
The Deep Learning(.ai) Dictionary	Jan Zawadzki	2018	- 0 +	Report
Chapter 9.1 : NLP - Word vectors.	Madhu Sanjeevi	2017	- 0 +	Report
Google and Uber's Best Practices for Deep Learning	Carlos E Perez	2017	- 0 +	Report
Preventing Deep Neural Network from Overfitting	Piotr Skalski	2018	- 0 +	Report
TextRank for Text Summarization	bogdani	2017	- 0 +	Report
Ten Machine Learning Algorithms You Should Know to Become a Data Scientist	Muktabh Mayank	2018	- 0 +	Report
[ICLR][NVIDIA] Progressive generative adversarial networks (GANs) explained with art forgery???Part I.	Brendan Whitaker	2018	- 0 +	Report
Neural Networks for Beginners: Popular Types and Applications	Jay Shah	2017	- 0 +	Report
Exploration, Exploitation and Imperfect Representation in Deep Learning	Carlos Perez	2017	- 0 +	Report
A deeper look at “Deep” Independent Component Analysis in Tensorflow [Manual Back Prop in TF]	Jae Duk Seo	2018	- 0 +	Report
Implementing Deep Learning Methods and Feature Engineering for Text Data: The GloVe Model	Dipanjan Sarkar	2018	- 0 +	Report
Neural Network Embeddings: from inception to simple	Jonathan Greve	2018	- 0 +	Report
Essentials of Deep Learning: Getting to know CapsuleNets (with Python codes)	Faizan Shaikh	2018	- 0 +	Report
Yann LeCun - Deep Learning and the Future of AI	Yann LeCun	2017	- 0 +	Report
Introducing capsule networks	Aurelien Geron	2018	- 0 +	Report
How to create a poet / writer using Deep Learning (Text Generation using Python)?	Pranjal Srivastava	2018	- 0 +	Report
Automatic feature extraction with t-SNE	Gonçalo Rodrigues	2017	- 0 +	Report
Non-distributional	Manaal Faruqui	2015	- 0 +	Report
A Neural Network For Factoid Question Answering Over Paragraphs	Mohit Iyyer, Jordan Boyd-Graber, Leonardo Claudino, Richard Socher, and Hal Daume III	2014	- 0 +	Report
Text Classification Using CNN, LSTM and visualize Word Embeddings: Part-2	Sabber Ahamed	2018	- 0 +	Report
Introducing Deep Learning and Neural Networks - Deep Learning for Rookies (1)	Nahua Kang	2017	- 0 +	Report
Neural Networks II: First Contact	Pablo Ruiz Ruiz	2018	- 0 +	Report
Language Modelling using Recurrent Neural Networks (Part-2)	Sleeba Paul	2018	- 0 +	Report
GAN Playground - Explore Generative Adversarial Nets In Your Browser	Reiichiro Nakano	2017	- 0 +	Report
Only Numpy: Implementing GAN (General Adversarial Networks) and Adam Optimizer using Numpy with Interactive Code. (Run GAN Online)	Jae Duk Seo	2018	- 0 +	Report
Convolutional Neural Network	Arunava	2018	- 0 +	Report
Machine Learning for Text Classification Using SpaCy in Python	Susan Li	2018	- 0 +	Report
Scripts to install and setup Tensorflow and its dependencies on Ubuntu	Kailash Ahirwar	2017	- 0 +	Report
Machine Learning: An In-Depth Guide - Model Performance and Error Analysis	Alex Castrounis	2018	- 0 +	Report
Deep Learning 05: Talk about Convolutional Neural Networks?CNN?	Irene Li	2016	- 0 +	Report
Principal Component Analysis Network in Tensorflow with Interactive Code	Jae Duk Seo	2018	- 0 +	Report
Beyond Word Embeddings Part 4	Aaron (Ari) Bornstein	2018	- 0 +	Report
Choosing the Right Metric for Evaluating Machine Learning Models???Part 2	Alvira Swalin	2018	- 0 +	Report
Keras and Convolutional Neural Networks (CNNs)	Adrian Rosebrock	2018	- 0 +	Report
Siraj Raval Youtube Channel	Siraj Raval	2017	- 0 +	Report
Tensor Comprehensions documentation	Nicolas Vasilache, Priyal Goyal	2018	- 0 +	Report
BPEmb: Pre-trained subword embeddings in 275 languages, byte-pair encoding	Authors Unknown	2017	- 0 +	Report
QANTA Project	Jordan Boyd-Graber	2018	- 0 +	Report
Building a Deep Neural Net in Google Sheets	Blake West	2018	- 0 +	Report
Deep Learning 13: Understanding Generative Adversarial Network	Irene Li	2016	- 0 +	Report
Attentive Captioning Without Attention	Kate Saenko	2017	- 0 +	Report
Deep study of a not very deep neural network. Part 3b: Choosing an optimizer	resource	2018	- 0 +	Report
Vector Representations of Words	Author Unknown	2018	- 0 +	Report
Deep Learning 2: Part 2 Lesson 8	Hiromi Suenaga	2018	- 0 +	Report
Natural Language Processing for Beginners: Using TextBlob	Shubham Jain	2018	- 0 +	Report
Word Vectors in Natural Language Processing: Global Vectors (GloVe)	Sciforce	2018	- 0 +	Report
Do Filters Dream of Convolutional Cats	Naoki Shibuya	2017	- 0 +	Report
Gradient Descent in a Nutshell	Niklas Donges	2018	- 0 +	Report
A history of machine translation from the Cold War to deep learning	Ilya Pestov	2018	- 0 +	Report
An Overview of Deep Learning for Curious People	Lilian Weng	2017	- 0 +	Report
Understanding the RNN attention model	Nir Arbel	2019	- 0 +	Report
Facebook open-sources Caffe2, a new deep learning framework	Jordan Novet	2017	- 0 +	Report
An Introduction to Machine Learning Theory and Its Applications: A Visual Tutorial with Examples	Nick McCrea	2017	- 0 +	Report
Your deep learning + Python Ubuntu virtual machine	Adrian Rosebrock	2017	- 0 +	Report
Getting Started with Deep Learning	Matthew Rubashkin	2017	- 0 +	Report
Building a simple Generative Adversarial Network (GAN) using TensorFlow	Aadil Hayat, Dillon	2018	- 0 +	Report
Deep Learning 2: Part 2 Lesson 13	Hiromi Suenaga	2018	- 0 +	Report
Seq2Seq model using Convolutional Neural Network	Gautam Karmakar	2018	- 0 +	Report
Deep Learning with PyTorch	Author Unknown	2017	- 0 +	Report
What a Disentangled Net We Weave: Representation Learning in VAEs (Pt. 1)	Cody Marie Wild	2018	- 0 +	Report
The Backpropagation Algorithm Demystified	Nathalie Jeans	2018	- 0 +	Report
Exploring Neural Text Simplification	Sergiu Nisioi and Sanja Štajner and Simone Paolo Ponzetto and Liviu P. Dinu	2019	- 0 +	Report
Deep Learning from first principles in Python, R and Octave ? Part 5	Tinniam V Ganesh	2018	- 0 +	Report
Visualizing A Neural Machine Translation Model (Mechanics of Seq2seq Models With Attention)	Jay Alammar	2018	- 0 +	Report
Optimization for Deep Learning Highlights in 2017	Sebastian Ruder	2017	- 0 +	Report
Capsules: Alternative to Pooling	Kwan-Yuet (Stephen) Ho	2017	- 0 +	Report
Can a deep neural network compose music	Justin Svegliato	2017	- 0 +	Report
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch	Ritchie Ng	2017	- 0 +	Report
InfoGAN - Generative Adversarial Networks Part III	Zak Jost	2017	- 0 +	Report
Ranking Popular Deep Learning Libraries for Data Science	Michael Li	2017	- 0 +	Report
Demystifying Convolutional Neural Networks	Aegeus Zerium	2018	- 0 +	Report
Open Machine Learning Course. Topic 5. Bagging and Random Forest	Yury Kashnitskiy	2018	- 0 +	Report
cs231n Assignment 2	Andrej Karpathy	2017	- 0 +	Report
Backpropagation In Convolutional Neural Networks	Jefkine	2016	- 0 +	Report
How to code The Transformer in Pytorch	Samuel Lynn-Evans	2018	- 0 +	Report
An Introduction to MXNet/Gluon	Mu Li	2017	- 0 +	Report
Introduction to Computational Linguistics and Dependency Trees in data science	Shivam Bansal	2017	- 0 +	Report
Uncovering compositional structure in neural networks	Tom McCoy, Tal Linzen, Ewan Dunbar, Paul Smolensky	2019	- 0 +	Report
Anatomize Deep Learning with Information Theory	Lilian Weng	2017	- 0 +	Report
Comparison of Deepnet and Neuralnet	Vincent Granville	2017	- 0 +	Report
Neural Networks from a Bayesian Perspective	Yoel Zeldes	2018	- 0 +	Report
Illustrated Guide to Recurrent Neural Networks	Michael Nguyen	2018	- 0 +	Report
ImageNet: VGGNet, ResNet, Inception, and Xception with Keras	Adrian Rosebrock	2017	- 0 +	Report
Robust Adversarial Examples	Anish Athalye	2017	- 0 +	Report
The deepest problem with deep learning	Gary Marcus	2018	- 0 +	Report
Deep Learning Specialization by Andrew Ng ? 21 Lessons Learned	Ryan Shrott	2017	- 0 +	Report
Machine Learning for Humans, Part 2.1: Supervised Learning	Vishal Maini	2017	- 0 +	Report
Convolutional Attention Model for Natural Language Inference	Marek Galovic	2017	- 0 +	Report
Real-time object detection with deep learning with OpenCV	Adrian Rosebrock	2017	- 0 +	Report
spaCy 101: Everything you need to know	Author Unknown	2018	- 0 +	Report
Multilingual Sentence Embeddings for Zero-Shot Transfer – Applying a Single Model on 93 Languages	Rani Horev	2019	- 0 +	Report
Understanding Learning Rates and How It Improves Performance in Deep Learning	Hafidz Sulkifli	2018	- 0 +	Report
Practical Deep Learning for Coders (fast.ai courses)	Rachel Thomas	2017	- 0 +	Report
Introduction to Neural Networks	Harrison	2018	- 0 +	Report
Light on Math Machine Learning: Intuitive Guide to Understanding Word2vec	Thushan Ganegedara	2018	- 0 +	Report
Neural Net in 10 Frameworks	Ilia Karmanov	2017	- 0 +	Report
An intuitive introduction to Generative Adversarial Networks (GANs)	Thalles Silva	2018	- 0 +	Report
[Tensorflow] Building RNN Models to Solve Sequential MNIST	CeShine Lee	2018	- 0 +	Report
Transitioning entirely to neural machine translation	Juan Miguel Pino, Alexander Sidorov, Necip Fazil Ayan	2017	- 0 +	Report
A Scalable Deep Learning Approach for Massive Graphs	N/A	2018	- 0 +	Report
Try Deep Learning in Python now with a fully pre-configured VM	Adam Geitgey	2017	- 0 +	Report
Experience Google?s machine learning on your own images, voice and text	Kaz Sato	2017	- 0 +	Report
Language Modelling using Recurrent Neural Networks - Part 2	Tushar Pawar	2017	- 0 +	Report
A Soft Introduction to Neural Networks	Shubhang Desai	2017	- 0 +	Report
Support Vector Machine???Introduction to Machine Learning Algorithms	Rohith Gandhi	2018	- 0 +	Report
Deep Learning - The Straight Dope	Zachary C. Lipton, Mu Li, Alex Smola, Sheng Zha, Aston Zhang, Joshua Z. Zhang, Eric Junyuan Xie	2017	- 0 +	Report
Conditional Random Field Tutorial in PyTorch	Freddy Boulton	2018	- 0 +	Report
CNN insights: Introduction to our dataset and classification problem. Part 3 of 7	Noel Kennedy	2018	- 0 +	Report
Introducing TensorFlow Hub: A Library for Reusable Machine Learning Modules in TensorFlow	Josh Gordon	2018	- 0 +	Report
CNN in numpy: Let's calculate CNN manually	Chris Hoyean Song	2017	- 0 +	Report
Graph degeneracy and submodularity for unsupervised extractive summarization	Antoine J.-P. Tixier, Polykarpos Meladianos, Michalis Vazirgiannis	2017	- 0 +	Report
How to Run Deep Learning Experiments on a Linux Server	Jason Brownlee	2018	- 0 +	Report
Matrix Multiplication in Neural Networks	Rubens Zimbres	2016	- 0 +	Report
Demystifying Generative Adversarial Networks	Stefan Hosein	2018	- 0 +	Report
An Introductory Guide to Deep Learning and Neural Networks (Notes from deeplearning.ai Course #1)	Pulkit Sharma	2018	- 0 +	Report
Under The Hood of Neural Network Forward Propagation???The Dreaded Matrix Multiplication	Matt Ross	2017	- 0 +	Report
Towards data set augmentation with GANs	Pedro Ferreira	2017	- 0 +	Report
A Primer on Neural Network Models for Natural Language Processing	Yoav Goldberg	2016	- 0 +	Report
Deep Learning 2: Part 1 Lesson 5	Hiromi Suenaga	2018	- 0 +	Report
Creating Custom Estimators in TensorFlow	TensorFlow Team	2017	- 0 +	Report
Word Embedding Algorithms	Kwan-Yuet (Stephen) Ho	2016	- 0 +	Report
Deep Learning 2: Part 1 Lesson 6	Hiromi Suenaga	2018	- 0 +	Report
You Shall Not Speak: Benchmarking Famous Speech Recognition APIs for Chatbots	RecastAI	2017	- 0 +	Report
Learning to Represent Words by How They're Spelled	markriedl	2018	- 0 +	Report
PlaidML	Plaid ML	2017	- 0 +	Report
Which activation function to use in neural networks?	yashu seth	2018	- 0 +	Report
What is the difference between LDA and PCA for dimensionality reduction?	Sebastian Raschka	2018	- 0 +	Report
seq2seq: the clown car of deep learning	Dev Nag	2016	- 0 +	Report
How to Fit Large Neural Networks on the Edge	Bharath Raj	2018	- 0 +	Report
Getting Started with spaCy for Natural Language Processing	Matthew Mayo	2018	- 0 +	Report
The 4 Deep Learning Breakthroughs You Should Know About	Seth Weidman	2017	- 0 +	Report
An Introduction to Recurrent Neural Networks	Suvro Banerjee	2018	- 0 +	Report
Neural Information Retrieval: At the End of the Early Years	Kezban Dilek Onal, Ye Zhang, Ismail Sengor Altingovde, Md Mustafizur Rahman, Pinar Karagoz, Alex Braylan, Brandon Dang, Heng-Lu Chang, Henna Kim, Quinten McNamara, Aaron Angert, Edward Banner, Vivek K	2017	- 0 +	Report
Deep Dive into Math Behind Deep Networks	Piotr Skalski	2018	- 0 +	Report
Introducing Pytorch for fast.ai	Jeremy Howard	2017	- 0 +	Report
Derivation of Convolutional Neural Network from Fully Connected Network Step-By-Step	Ahmed Gad	2018	- 0 +	Report
The RepEval 2017 Shared Task	Sam Bowman, Yoav Goldberg, Felix Hill, Angeliki Lazaridou, Omer Levy, Roi Reichart, Anders Sogaard	2017	- 0 +	Report
TensorFlow RNN Tutorial	Matt Mollison	2017	- 0 +	Report
Open Machine Learning Course. Topic 9. Part 2. Predicting the future with Facebook Prophet	Egor Polusmak	2018	- 0 +	Report
Minimal Neural Network Example	Andrej Karpathy	2016	- 0 +	Report
Image Classification with Convolutional Neural Networks	Ksenia Sorokina	2017	- 0 +	Report
ChatPainter: Improving text-to-image generation by using dialogue	Microsoft blog editor	2018	- 0 +	Report
Hello TensorFlow	sleebapaul	2017	- 0 +	Report
Simple MNIST Autoencoder in TensorFlow	Gertjan van den Burg	2017	- 0 +	Report
Word Vectors for non-NLP data and research people	Conor McDonald	2017	- 0 +	Report
An Introductory Guide to Understand how ANNs Conceptualize New Ideas (using Embedding)	Tavish Srivastava	2018	- 0 +	Report
Automatic recognition of speed limit signsâ??â??â??Deep learning with Keras and Tensorflow	Imaad Mohamed Khan	2017	- 0 +	Report
Tangent	Alex Wiltschko, Bart van Merriënboer and Dan Moldovan	2017	- 0 +	Report
How do we train neural networks	Vitaly Bushaev	2017	- 0 +	Report
NLP???Building a Question Answering model	Priya Dwivedi	2018	- 0 +	Report
Relational inductive biases, deep learning, and graph networks	Adrian Colyer	2018	- 0 +	Report
Deep Learning made easy with Deep Cognition	Favio Vasquez	2017	- 0 +	Report
Time Series Forecasting with RNNs	Marek Galovi?	2018	- 0 +	Report
The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning)	Jay Alammar	2019	- 0 +	Report
Keras resources	Francois Chollet	2017	- 0 +	Report
Deep Learning: Introduction to PyTorch	Pedro Torres Perez	2018	- 0 +	Report
Getting Ready for AI based gaming agents - Overview of Open Source Reinforcement Learning Patterns	Faizan Shaikh	2016	- 0 +	Report
Understanding Feedforward Neural Networks	Vikas Gupta	2017	- 0 +	Report
Machine Learning for Humans, Part 5: Reinforcement Learning	Vishal Maini	2017	- 0 +	Report
Neural Network from Scratch	John Sullivan	2017	- 0 +	Report
How to build a Teachable Machine with TensorFlow.js	Nikhil Thorat	2018	- 0 +	Report
How Can Neural Network Similarity Help Us Understand Training and Generalization?	Maithra Raghu, Ari Morcos	2018	- 0 +	Report
How to build your own Neural Network from scratch in Python	James Joy	2018	- 0 +	Report
[EMNLP] What is GloVe? Part II	Brendan Whitaker	2018	- 0 +	Report
Running CapsuleNet on TensorFlow	Rahul Kumar	2017	- 0 +	Report
CS231n: Assignment 1	Andrej Karpathy	2016	- 0 +	Report
Only Numpy: Vanilla Recurrent Neural Network Deriving Back propagation Through Time Practice???part 1/2	Jae Duk Seo	2017	- 0 +	Report
The AI That Has Nothing to Learn From Humans	Dawn Chan	2017	- 0 +	Report
Artistic Stylization and Rendering	Aaron Hertzmann	2017	- 0 +	Report
Understanding Objective Functions in Neural Networks.	Lars Hulstaert	2017	- 0 +	Report
How to Create a Simple Neural Network in Python	Michael J. Garbade	2018	- 0 +	Report
Seq2seq pay Attention to Self Attention: Part 1	Bgg	2018	- 0 +	Report
What?s New in Deep Learning Research: Microsoft?s TextWorld is the OpenAI Gym of Language Learning Agents	Jesus Rodriguez	2018	- 0 +	Report
Understanding Autoencoders???Unsupervised Learning Technique	Prakhar Mishra	2018	- 0 +	Report
Intuitively Understanding Convolutions for Deep Learning	Irhum Shafkat	2018	- 0 +	Report
Building an image caption generator with Deep Learning in Tensorflow	Cole Murray	2018	- 0 +	Report
Understanding and building Generative Adversarial Networks(GANs)- Deep Learning with PyTorch.	Venkatesh Tata	2018	- 0 +	Report
Deep Generative Models	Prakash Pandey	2018	- 0 +	Report
Chapter 9.2: NLP- Code for Word2Vec neural network(Tensorflow).	Madhu Sanjeevi	2017	- 0 +	Report
A ?weird? introduction to Deep Learning	Favio Vazquez	2018	- 0 +	Report
TensorFlow World	Amirsina Torfi	2017	- 0 +	Report
Understanding Evolutionary Algorithms	Egor Dezhic	2017	- 0 +	Report
Deep Learning Frameworks Compared	Siraj Raval	2016	- 0 +	Report
Horovod: An Open Source Distributed Deep Learning Framework for TensorFlow by Uber	Kirti Barshi	2017	- 0 +	Report
The Best Machine Learning Resources	Vishal Maini	2017	- 0 +	Report
Fun With ConvNets (dataviz!)	Kireet Reddy	2018	- 0 +	Report
Building Cross-Lingual End-to-End Product Search with Tensorflow	Han Xiao	2018	- 0 +	Report
Goals and Principles of Representation Learning	Ferenc Huszar	2018	- 0 +	Report
DL05: Convolutional Neural Networks	Sarthak Gupta	2017	- 0 +	Report
GANs, a modern perspective	Shravan Murali	2017	- 0 +	Report
Practical NLP Tools	Authors Unknown	2017	- 0 +	Report
Tackling the Limits of Deep Learning for NLP	Richard Socher	2016	- 0 +	Report
WikiReading paper notes	Andrej Karpathy	2016	- 0 +	Report
Text Classification Using LSTM and visualize Word Embeddings: Part-1	Sabber Ahamed	2018	- 0 +	Report
Building a Recommendation System Using Neural Network Embeddings	Will Koehrsen	2018	- 0 +	Report
macOS for deep learning with Python, TensorFlow, and Keras	Adrian Rosebrock	2017	- 0 +	Report
Neural Networks I: Notation and building blocks	Pablo Ruiz Ruiz	2018	- 0 +	Report
Language Modelling using Recurrent Neural Networks (Part-1)	Sleeba Paul	2018	- 0 +	Report
The Text-Generating RNN Demo	Ilya Sutskever	2013	- 0 +	Report
Deep Learning Workshop	NVIDIA Korea	2017	- 0 +	Report
Gradient Descent???Demystified	Avinash Kadimisetty	2018	- 0 +	Report
Deep Learning for Object Detection: A Comprehensive Review	Joyce Xu	2017	- 0 +	Report
Deep Meaning Beyond Thought Vectors	David McAllester	2017	- 0 +	Report
Managing Machine Learning Workflows with Scikit-learn Pipelines Part 1: A Gentle Introduction	Matthew Mayo	2017	- 0 +	Report
What’s New in Deep Learning Research: Facebook Meta-Embeddings Allow NLP Models to Choose Their Own Architecture	Jesus Rodriguez	2018	- 0 +	Report
Machine Learning: An In-Depth Guide - Model Evaluation, Validation, Complexity, and Improvement	Alex Castrounis	2018	- 0 +	Report
Understanding Graph Convolutional Networks	Irene Li	2019	- 0 +	Report
Unsupervised sentence representation with deep learning	Yonatan Hadar	2018	- 0 +	Report
Realtime tSNE Visualizations with TensorFlow.js	Nicola Pezzotti	2018	- 0 +	Report
Beyond Word Embeddings Part 3	Aaron (Ari) Bornstein	2018	- 0 +	Report
Choosing the Right Metric for Evaluating Machine Learning Models???Part 1	Alvira Swalin	2018	- 0 +	Report
Derivation of Convolutional Neural Network from Fully Connected Network Step-By-Step	Ahmed Gad	2018	- 0 +	Report
Announcing Tensor Comprehensions	Nicolas Vasilache, Priyal Goyal	2018	- 0 +	Report
Word embeddings in 2017: Trends and future directions	Sebastian Ruder	2017	- 0 +	Report
A Guide For Time Series Prediction Using Recurrent Neural Networks (LSTMs)	Neelabh Pant	2017	- 0 +	Report
We today release ?Neural Network Console.?	Yoshiyuki Kobayashi	2017	- 0 +	Report
A Simple Starter Guide to Build a Neural Network	Jeff Hu	2018	- 0 +	Report
Animated RNN, LSTM and GRU	Raimi Karim	2018	- 0 +	Report
An Overview of ResNet and its Varients	Vincent Fung	2017	- 0 +	Report
New download API for pretrained NLP models and datasets in Gensim	Chaitali Saini	2017	- 0 +	Report
Deep Learning 10: Sequence Modeling	Irene Li	2016	- 0 +	Report
Machine Learning, NLP: Text Classification using scikit-learn, python and NLTK	Javed Shaikh	2017	- 0 +	Report
AutoML: Methods, Systems, Challenges	Frank Hutter, Lars Kotthoff, Joaquin Vanschoren	2018	- 0 +	Report
Neural networks made easy	Ophir Tanz	2017	- 0 +	Report
Deep study of a not very deep neural network. Part 3a: Optimizers overview	resource	2018	- 0 +	Report
Machine Learning For Beginners	Divyansh Dwivedi	2018	- 0 +	Report
Deep Learning for text made easy with AllenNLP	Deborah Mesquita	2018	- 0 +	Report
Awesome - Most Cited Deep Learning Papers	Terry Taewoong Um	2017	- 0 +	Report
Image Classification using Feedforward Neural Network in Keras	Vikas Gupta	2017	- 0 +	Report
Hyper-parameters in Action! Part I???Activation Functions	Daniel Godoy	2018	- 0 +	Report
Machine Learning From Scratch: Part 3	Sebastian Kwiatkowski	2018	- 0 +	Report
LSTM in numpy	Chris Hoyean Song	2017	- 0 +	Report
Deep Learning for Natural Language Processing: Tutorials with Jupyter Notebooks	Jon Krohn	2017	- 0 +	Report
DAWNBench	N/A	2019	- 0 +	Report
Deep Learning: the Mental Model!	Ibrahim Sobh	2016	- 0 +	Report
Time Series Analysis in Python: An Introduction	William Koehrsen	2018	- 0 +	Report
ILearnDeepLearning.py	Piotr Skalski	2018	- 0 +	Report
Basics of Statistics for Machine Learning Engineers I	Joydeep Bhattacharjee	2017	- 0 +	Report
Machine Learning for Video Games	SethBling	2015	- 0 +	Report
Pytorch Tutorial for Fine Tuning/Transfer Learning a Resnet for Image Classification	Pytorch	2017	- 0 +	Report
Deep Learning 2: Part 2 Lesson 12	Hiromi Suenaga	2018	- 0 +	Report
Deep Learning Book: Chapter 9? Convolutional Networks	Ameya Godbole	2018	- 0 +	Report
Coding Neural Network???Parameters? Initialization	Imad Dabbura	2018	- 0 +	Report
Learning Word Embedding	Lilian Weng	2017	- 0 +	Report
Introducing Gluon - An Easy-to-Use Programming Interface for Flexible Deep Learning	Vikram Madan	2017	- 0 +	Report
Implement Back Propagation in Neural Networks	Deepak Battini	2018	- 0 +	Report
Deep Learning from first principles in Python, R and Octave ? Part 4	Tinniam V Ganesh	2018	- 0 +	Report
Deep Learning with TensorFlow	Packt	2017	- 0 +	Report
Interpretability of Neural Networks	Kwan-Yuet (Stephen) Ho	2017	- 0 +	Report
Uncovering the Intuition behind Capsule Networks and Inverse Graphics	Tanay Kothari	2017	- 0 +	Report
Microsoft releases CNTK, its open source deep learning toolkit, on GitHub	Allison Linn	2016	- 0 +	Report
Deep Learning: How OpenCV's blobFromImage Works	Adrian Rosebrock	2017	- 0 +	Report
30 Amazing Applications of Deep Learning	Yaron Hadad	2017	- 0 +	Report
6 Fun Machine Learning Projects for Beginners	Author Unknown	2017	- 0 +	Report
Why are Convnets Often Better Than the Rest? Part II	Caspar Wylie	2018	- 0 +	Report
Dissecting BERT Appendix: The Decoder	Miguel Romero and Francisco Ingham	2018	- 0 +	Report
Open Machine Learning Course. Topic 4. Linear Classification and Regression	Yury Kashnitskiy	2018	- 0 +	Report
cs231n Assignment 1	Andrej Karpathy	2017	- 0 +	Report
Convolutional neural networks (CNN) tutorial	Jonathan Hui	2017	- 0 +	Report
Swish in depth: A comparison of Swish & ReLU on CIFAR-10	Jaiyam Sharma	2017	- 0 +	Report
Morphological Reinflection	Author Unknown	2016	- 0 +	Report
Understanding Feature Engineering (Part 2)???Categorical Data	Dipajan Sarkar	2018	- 0 +	Report
How LSTM networks solve the problem of vanishing gradients	Nir Arbel	2018	- 0 +	Report
Moving Beyond Translation with the Universal Transformer	Stephan Gouws, Mostafa Dehghani	2018	- 0 +	Report
Embedding Projector - TensorFlow	TensorFlow Team	2017	- 0 +	Report
Reflections on Random Kitchen Sinks	Ali Rahimi, Ben Recht	2017	- 0 +	Report
Feedforward neural network and backprop	Sida Wang	2018	- 0 +	Report
A review of Dropout as applied to RNNs	Adrian G	2018	- 0 +	Report
Language Modeling with Layer Norm and GRU	Danijar Hafner	2017	- 0 +	Report
Making Predictions with Sequences	Jason Browniee	2017	- 0 +	Report
Tensorflow Implementations	Sidd Karamcheti	2017	- 0 +	Report
Gradient Boosting from scratch	Prince Grover	2017	- 0 +	Report
Part 5: Training the network to read handwritten digits	Tobias Hill	2018	- 0 +	Report
Practical 3: Recurrent Neural Networks (RNNs)	Deep Learning Indaba	2018	- 0 +	Report
Prophet: Forecasting at Scale	Sean J. Taylor, Ben Letham	2017	- 0 +	Report
Interpreting Deep Neural Networks with SVCCA	Maithra Raghu	2017	- 0 +	Report
Deep Learning for the Masses (… and The Semantic Layer)	Favio Vázquez	2018	- 0 +	Report
TensorFlow: Building Feed-Forward Neural Networks Step-by-Step	Ahmed Gad	2017	- 0 +	Report
Machine Learning for Humans	Vishal Maini	2017	- 0 +	Report
A History of Deep Learning	Andrew Fogg	2017	- 0 +	Report
10 Audio Processing Tasks to get you started with Deep Learning Applications (with Case Studies)	Faizan Shaikh	2018	- 0 +	Report
Multilingual Sentence Embeddings for Zero-Shot Transfer – Applying a Single Model on 93 Languages	Rani Horev	2019	- 0 +	Report
Compositional Attention Networks for Machine Reasoning	Drew A. Hudson, Christopher D. Manning	2018	- 0 +	Report
Components of convolutional neural networks	John Olafenwa	2018	- 0 +	Report
Tensor Comprehensions in PyTorch	Priya Goyal	2018	- 0 +	Report
Word Embeddings for Sentence Classification	Aadhil Rushdy	2018	- 0 +	Report
How to build a three-layer neural network from scratch	Daphne Cornelisse	2018	- 0

Topic 7: Neural Networks and Deep Learning 3928