AAN: 7. Neural Networks and Deep Learning

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

Title (link)	Author	Date	Votes	Error
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
Supervised sequence labelling with RNN	Alex Graves	2012	- 0 +	Report
Deep Learning	Ian Goodfellow and Yoshua Bengio and Aaron Courville	2016	- 0 +	Report
Few-shot Learning: A Survey	YAQING WANG	2019	- 0 +	Report
Dive into Deep Learning	Aston Zhang	2019	- 0 +	Report
Deep Learning on Graphs: A Survey	"Ziwei Zhang, Peng Cui and Wenwu Zhu"	2018	- 0 +	Report
A Survey of Multilingual Neural Machine Translation	Raj Dabre	2019	- 0 +	Report
A Survey on Deep Learning based Brain Computer Interface: Recent Advances and New Frontiers	Xiang Zhang	2019	- 0 +	Report
Everything you need to know about Neural Networks	Kailash Ahirwar	2017	- 0 +	Report
What is a CapsNet or Capsule Network?	Debarko De	2017	- 0 +	Report
Deep models for Paraphrase and Summarization	Yitong	2017	- 0 +	Report
LeNet 5, AlexNet, VGG -16 from Deeplearning.ai	Shahariar Rabby	2017	- 0 +	Report
How to Win at Deep Learning	Pradeep Mutalik	2017	- 0 +	Report
Solution: How to Win at Deep Learning	Pradeep Mutalik	2017	- 0 +	Report
Deep Learning Book Playlist	Author Unknown	2017	- 0 +	Report
How to Automatically Generate Textual Descriptions for Photographs with Deep Learning	Jason Brownlee	2017	- 0 +	Report
A Gentle Intro to Transfer Learning	Slav Ivanov	2017	- 0 +	Report
Cheat Sheets for AI, Neural Networks, Machine Learning, Deep Learning & Big Data	Stefan Kojouharov	2017	- 0 +	Report
Word Embeddings and Their Challenges	Parsa Ghaffari	2016	- 0 +	Report
A Gentle Introduction To Neural Networks Series_- Part 1	David Fumo	2017	- 0 +	Report
Neural Components In Statistical Machine Translation	Author Unknown	2017	- 0 +	Report
An Overview of ResNet and its Variants	Vincent Fung	2017	- 0 +	Report
A Survey of Word Embeddings Evaluation Methods	Amir Bakarov	2018	- 0 +	Report
Deep Learning: An Introduction for Applied Mathematicians	Catherine F. Higham, Desmond J. Higham	2018	- 0 +	Report
Natural Language Processing	Jacob Eisenstein	2018	- 0 +	Report
Non-Convex Optimization for Machine Learning	Prateek Jain, Purushottam Kar	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
Pattern Recognition and Machine Learning	Christopher M. Bishop	2006	- 0 +	Report
A Course in Machine Learning	Hal Daume III	2017	- 0 +	Report
word2vec Parameter Learning Explained	Xin Rong	2016	- 0 +	Report
A Probabilistic Theory of Deep Learning	Ankit B. Patel, Tan Nguyen, Richard G. Baraniuk	2015	- 0 +	Report
Natural Language Understanding with Distributed Representation	Kyunghyun Cho	2015	- 0 +	Report
Taxonomy of Methods for Deep Meta Learning	Carlos E. Perez	2017	- 0 +	Report
Deep Learning in Neural Networks: An Overview	J?rgen Schmidhuber	2014	- 0 +	Report
Recent Progress on CNNs for Object Detection and Image Compression	Rahul Sukthankar	2017	- 0 +	Report
Visual Question Answering	Devi Parikh	2017	- 0 +	Report
DeepAA	OsciiArt	2017	- 0 +	Report
Representation Learning: A Review and New Perspectives	Yoshua Bengio, Aaron Courville, Pascal Vincent	2014	- 0 +	Report
Natural Language Understanding with Distributed Representation	Kyunghyun Cho	2015	- 0 +	Report
Deep Learning for Natural Language Processing	Tianchuan Du, Vijay K. Shanker	2013	- 0 +	Report
Deep Learning Methods and Applications	Li Deng and Dong Yu	2014	- 0 +	Report
A Primer on Neural Network Models for Natural Language Processing	Yoav Goldberg	2015	- 0 +	Report
word2vec Parameter Learning Explained	Xin Rong	2015	- 0 +	Report
Neural Networks and Deep Learning	Michael Nielsen	2017	- 0 +	Report
Dependency-Based Word Embeddings	Omer Levy, Yoav Goldberg	2014	- 0 +	Report
A Tutorial on Deep Learning Part 1: Nonlinear Classifiers and The Backpropagation Algorithm	Quoc V. Le	2015	- 0 +	Report
A Tutorial on Deep Learning Part 2: Autoencoders, Convolutional Neural Networks and Recurrent Neural Networks	Quoc V. Le	2015	- 0 +	Report
The Unreasonable Effectiveness of Recurrent Neural Networks	Andrej Karpathy	2015	- 0 +	Report
Deep Learning, NLP, and Representations	Christopher Olah	2014	- 0 +	Report
Recurrent Neural Net describes images like Taylor Swift or Romantic Novel	Samlm	2015	- 0 +	Report
Recurrent Neural Networks for Language Processing	Microsoft	2012	- 0 +	Report
Meet Parsey's Cousin: Syntax for 40 languages, plus new SyntaxNet capabilities	Chris Alberti, Dave Orr, Slav Petrov	2016	- 0 +	Report
TensorFlow Disappoints - Google Deep Learning falls shallow	Matthew Mayo	2015	- 0 +	Report
What a Deep Neural Network thinks about your #selfie	Andrej Karpathy	2015	- 0 +	Report
Deep Learning For NLP In Pytorch	Robert Guthrie	2017	- 0 +	Report
PyTorch tutorial	Yunjey Choi	2017	- 0 +	Report
cs231n: lecture videos	Andrej Karpathy	2016	- 0 +	Report
Machine Learning with TensorFlow	Nishant Shukla	2017	- 0 +	Report
Practical Deep Learning For Coders, Part 1,	Jeremy Howard	2016	- 0 +	Report
6.S191: Introduction to Deep Learning	Nick Locascio, Harini Suresh	2017	- 0 +	Report
Neural Network Methods for Natural Language Processing	Yoav Goldberg	2017	- 0 +	Report
NLP DL lecture notes NYU	Kyunghyun Cho	2017	- 0 +	Report
Natural Language Processing with Deep Learning	Christopher Manning, Richard Socher	2017	- 0 +	Report
Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python	Sebastian Raschka	2016	- 0 +	Report
CS 224D: Deep Learning for NLP, Lecture Notes 1	Francois Chaubard, Rohit Mundra, Richard Socher	2015	- 0 +	Report
CS 224D: Deep Learning for NLP, Lecture Notes 2	Francois Chaubard, Rohit Mundra, Richard Socher	2015	- 0 +	Report
CS 224D: Deep Learning for NLP, Lecture Notes 5	Francois Chaubard, Rohit Mundra, Richard Socher	2015	- 0 +	Report
Generative Learning algorithms	Andrew Ng	2017	- 0 +	Report
Deep Learning Methods and Applications	Li Deng, Dong Yu	2017	- 0 +	Report
Lecture Notes: Some notes on gradient descent	Marc Toussaint	2012	- 0 +	Report
A Statistical View of Deep Learning	Shakir Mohamed	2015	- 0 +	Report
Algorithms for Massive Data Problems	Avrim Blum, John Hopcroft, Ravindran Kannan	2015	- 0 +	Report
Neural Networks and Neural Language Models	Daniel Jurafsky, James H. Martin	2017	- 0 +	Report
Semi-Random Units for Learning Neural Networks with Guarantees	Bo Xie, Yingyu Liang, Kenji Kawaguchi and Le Song	2017	- 0 +	Report
Symbolic memories in the brain	Christos Papadimitriou	2017	- 0 +	Report
BAIR Retreat 3/28/17	Trevor Darrell	2017	- 0 +	Report
Tractable Learning in Structured Probability Spaces	Adnan Darwiche	2017	- 0 +	Report
A dynamic view of the deep learning world	Soumith Chintala	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
Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) Network	Alex Sherstinsky	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
Deep Learning & NLP	Roelof Pieters	2014	- 0 +	Report
Deep Learning Tutorials	Lisa Lab	2010	- 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
Neural networks class - Université de Sherbrooke	Hugo Larochelle	2016	- 0 +	Report
Deep learning at Oxford 2015	Nando de Freitas	2015	- 0 +	Report
Deep Learnnig at Oxford 2015	Nando de Freitas	2015	- 0 +	Report
Deep Learning with Python	Francois Chollet	2017	- 0 +	Report
Deep Learning - The Straight Dope	Zack Chase Lipton, Aston Zhang, Mu Li, Eric Junyuan Xie, Steffen Rochel	2017	- 0 +	Report
Introduction to Deep Learning for Natural Language Processing	Bargava	2016	- 0 +	Report
Long Short-Term Memory Over Recursive Structures	Xiaodan Zhu, Parinaz Sobhani, Hongyu Guo	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
A Brief Introduction to Neural Networks	David Kriesel	2018	- 0 +	Report
Bayesian Reasoning and Machine Learning	David Barber	2016	- 0 +	Report
Machine Learning	Raymond J. Mooney	1181	- 0 +	Report
A Beginner's Guide to the Mathematics of Neural Networks	A. C. C. Coolen	1181	- 0 +	Report
Notes on Deep Learning for NLP	Antoine J.-P. Tixier	1181	- 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
Hyperopt-Sklearn	Brent Komer and James Bergstra and Chris Eliasmith	1189	- 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
Recent Advances in Recurrent Neural Networks	Hojjat Salehinejad, Sharan Sankar, Joseph Barfett, Errol Colak, Shahrokh Valaee	2018	- 0 +	Report
Neural Architecture Search	Thomas Elsken, Jan Hendrik Metzen, Frank Hutter	2018	- 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
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks	Shivang Agarwal, Jean Ogier du Terrail, Frédéric Jurie	2018	- 0 +	Report
Word Embeddings, Sense Embeddings and their Application to Word Sense Induction	Linfeng Song	2016	- 0 +	Report
Neural Approaches to Conversational AI	Jianfeng Gao, Michel Galley, Lihong Li	2018	- 0 +	Report
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning	Jose Camacho-Collados, Mohammad Taher Pilehvar	2018	- 0 +	Report
A Primer on Neural Network Models for Natural Language Processing	Yoav Goldberg	2016	- 0 +	Report
Deep Learning in Neural Networks: An Overview	J{\"{u}}rgen Schmidhuber	2014	- 0 +	Report
Neural Approaches to Conversational {AI}	Jianfeng Gao and Michel Galley and Lihong Li	2018	- 0 +	Report
Deep Learning on Graphs: {A} Survey	Ziwei Zhang and Peng Cui and Wenwu Zhu	2018	- 0 +	Report
On the Origin of Deep Learning	Haohan Wang and Bhiksha Raj and Eric P. Xing	2017	- 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
Deep Learning: An Introduction for Applied Mathematicians	Higham, Catherine F and Higham, Desmond J	2018	- 0 +	Report
Deep Learning for Sentiment Analysis : {A} Survey	Lei Zhang and Shuai Wang and Bing Liu	2018	- 0 +	Report
The Matrix Calculus You Need For Deep Learning	Terence Parr and Jeremy Howard	2018	- 0 +	Report
A Survey on Neural Network-Based Summarization Methods	Yue Dong	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
From Feature To Paradigm: Deep Learning In Machine Translation	Marta R. Costa-juss?	2018	- 0 +	Report
A tutorial survey of architectures, algorithms, and applications for deep learning	Li Deng	2014	- 0 +	Report
A Tour of The Top 10 Algorithms for Machine Learning Newbies	Sunil Ray	2018	- 0 +	Report

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

Title (link)	Author	Date	Votes	Error
Microsoft releases CNTK, its open source deep learning toolkit, on GitHub	Allison Linn	2016	- 0 +	Report
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch	Ritchie Ng	2017	- 0 +	Report
Top Deep Learning Projects	Aymeric Damien	2017	- 0 +	Report
Open-sourcing DeepMind Lab	Charlie Beattie, Joel Leibo, Stig Petersen, Shane Legg	2016	- 0 +	Report
really-awesome-gan	Holger Caesar	2017	- 0 +	Report
What do 50 million drawings look like?	Google Research	2017	- 0 +	Report
Deep Learning Courses	Jason Brownlee	2016	- 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
Keras resources	Francois Chollet	2017	- 0 +	Report
Music Language Modeling with Recurrent Neural Networks	Yoav Zimmerman	2016	- 0 +	Report
The long game towards understanding dialog	Alexandre Lebrun, Antoine Bordes, Leon Bottou, Marco Baroni	2017	- 0 +	Report
TensorFlow: A proposal of good practices for files, folders and models architecture	Author Unknown	2016	- 0 +	Report
Preprocessing for Machine Learning with tf.Transform	Kester Tong, David Soergel, Gus Katsiapis	2017	- 0 +	Report
cs231n Assignment 1	Andrej Karpathy	2017	- 0 +	Report
cs231n Assignment 2	Andrej Karpathy	2017	- 0 +	Report
cs231n Assignment 3	Andrej Karpathy	2017	- 0 +	Report
Linear Classification Loss Visualization	Andrej Karpathy	2016	- 0 +	Report
Minimal Neural Network Example	Andrej Karpathy	2016	- 0 +	Report
Tensorflow Tutorials using Jupyter Notebook	Sungjoon, bluedisk	2017	- 0 +	Report
TensorFlow World	Amirsina Torfi	2017	- 0 +	Report
Practical Deep Learning for Coders (fast.ai courses)	Rachel Thomas	2017	- 0 +	Report
Neural Networks demo in Javascript	Andrej Karpathy	2016	- 0 +	Report
The future of deep learning	Francois Chollet	2017	- 0 +	Report
Learning to Learn		2017	- 0 +	Report
Sentiment Analysis Demo Stanford NLP	Stanford NLP	2013	- 0 +	Report
The Text-Generating RNN Demo	Ilya Sutskever	2013	- 0 +	Report
Embedding Projector - TensorFlow	TensorFlow Team	2017	- 0 +	Report
An Introduction to MXNet/Gluon	Mu Li	2017	- 0 +	Report
An Introduction to MXNet/Gluon	Mu Li	2017	- 0 +	Report
Lecture Collection \| Convolutional Neural Networks for Visual Recognition (Spring 2017)	Fei-Fei Li, Justin Johnson, Serena Yeung	2017	- 0 +	Report
We today release ?Neural Network Console.?	Yoshiyuki Kobayashi	2017	- 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
Deep Meaning Beyond Thought Vectors	David McAllester	2017	- 0 +	Report
Deep Learning Isn't a Dangerous Magic Genie. It's Just Math	Oren Etzioni	2017	- 0 +	Report
Inverse Text Normalization as a Labeling Problem	Siri Team	2017	- 0 +	Report
Written Memories: Understanding, Deriving and Extending the LSTM	R2RT	2016	- 0 +	Report
Deconstruction with Discrete Embeddings	R2RT	2017	- 0 +	Report
Pytorch Tutorial for Fine Tuning/Transfer Learning a Resnet for Image Classification	Pytorch	2017	- 0 +	Report
Getting Started with Deep Learning	Matthew Rubashkin	2017	- 0 +	Report
Question answering on the Facebook bAbi dataset using recurrent neural networks and 175 lines of Python + Keras	Stephen Merity	2015	- 0 +	Report
Deep Learning with TensorFlow in Python: Convolution Neural Nets	Sandipan Dey	2017	- 0 +	Report
Generative Adversarial Networks (GANs): Engine and Applications	Anton Karazeev	2017	- 0 +	Report
Getting Ready for AI based gaming agents - Overview of Open Source Reinforcement Learning Patterns	Faizan Shaikh	2016	- 0 +	Report
2017 Beginner's Review of GAN Architectures	Roman Trusov	2017	- 0 +	Report
Non-distributional	Manaal Faruqui	2015	- 0 +	Report
Four deep learning trends from ACL 2017: Part 1	Abigail See	2017	- 0 +	Report
Four deep learning trends from ACL 2017: Part 2	Abigail See	2017	- 0 +	Report
IPA transcription practice	Gretchen McCulloch	2017	- 0 +	Report
An Interactive History of Chatbots	Will Gannon	2017	- 0 +	Report
Neural Networks Part 1: A Simple Proof of the Universal Approximation Theorem	Joe Klein	2017	- 0 +	Report
Creating your own neural network using TensorFlow	Hannah Yan Han	2017	- 0 +	Report
Tel Aviv Deep Learning Bootcamp	Shlomo Kashani	2017	- 0 +	Report
Sequence to Sequence Deep Learning	Quoc Le	2016	- 0 +	Report
Making Predictions with Sequences	Jason Browniee	2017	- 0 +	Report
What is wrong with convolutional neural nets? Fields Institute, 2017 \| Geoffrey Hinton, U of Toronto	Geoffrey Hinton	2017	- 0 +	Report
Microsoft is teaching systems to read, answer and even ask questions	Allison Linn	2017	- 0 +	Report
When (not) to use Deep Learning for NLP	Delip Rao	2017	- 0 +	Report
10 Things Everyone Should Know About Machine Learning	Daniel Tunkelang	2017	- 0 +	Report
Experience Google?s machine learning on your own images, voice and text	Kaz Sato	2017	- 0 +	Report
A Friendly Introduction to Convolutional Neural Networks	Ifu Aniemeka	2017	- 0 +	Report
An Intuitive Guide to Deep Network Architectures	Joyce Xu	2017	- 0 +	Report
Machine Learning for Humans, Part 4: Neural Networks & Deep Learning	Vishal Maini	2017	- 0 +	Report
Machine Learning for Humans, Part 5: Reinforcement Learning	Vishal Maini	2017	- 0 +	Report
The Best Machine Learning Resources	Vishal Maini	2017	- 0 +	Report
The 5 Levels of Machine Learning Iteration	Author Unknown	2017	- 0 +	Report
5 Genius Python Deep Learning Libraries	Author Unknown	2017	- 0 +	Report
5 Heroic Python NLP Libraries	Author Unknown	2017	- 0 +	Report
6 Fun Machine Learning Projects for Beginners	Author Unknown	2017	- 0 +	Report
Transitioning entirely to neural machine translation	Juan Miguel Pino, Alexander Sidorov, Necip Fazil Ayan	2017	- 0 +	Report
You Shall Not Speak: Benchmarking Famous Speech Recognition APIs for Chatbots	RecastAI	2017	- 0 +	Report
Activation Functions: Neural Networks	Sagar Sharma	2017	- 0 +	Report
Multi-state LSTMs for categorical features	Kwyk	2017	- 0 +	Report
Introducing Pytorch for fast.ai	Jeremy Howard	2017	- 0 +	Report
Neural Net in 10 Frameworks	Ilia Karmanov	2017	- 0 +	Report
Gradient Trader Part 1: The Surprising Usefulness of autoencoders	Ricky Han	2017	- 0 +	Report
7 Applications of Deep Learning for Natural Language Processing	Jason Brownlee	2017	- 0 +	Report
Deep Learning for Object Detection: A Comprehensive Review	Joyce Xu	2017	- 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
Stacked Autoencoders	Mehdi Mirza	2017	- 0 +	Report
30 Essential Data Science, Machine Learning & Deep Learning Cheat Sheets	Matthew Mayo	2017	- 0 +	Report
Deeplearning4J Examples	Deeplearning4j	2016	- 0 +	Report
Deep Learning with TensorFlow	Packt	2017	- 0 +	Report
Machine Learning for Video Games	SethBling	2015	- 0 +	Report
A History of Deep Learning	Andrew Fogg	2017	- 0 +	Report
Morphological Reinflection	Author Unknown	2016	- 0 +	Report
Text Summarization using Single Value Decomposition	Author Unknown	2016	- 0 +	Report
Prophet: Forecasting at Scale	Sean J. Taylor, Ben Letham	2017	- 0 +	Report
Real-time object detection with deep learning with OpenCV	Adrian Rosebrock	2017	- 0 +	Report
macOS for deep learning with Python, TensorFlow, and Keras	Adrian Rosebrock	2017	- 0 +	Report
Your deep learning + Python Ubuntu virtual machine	Adrian Rosebrock	2017	- 0 +	Report
ImageNet: VGGNet, ResNet, Inception, and Xception with Keras	Adrian Rosebrock	2017	- 0 +	Report
A simple neural network with Python and Keras	Adrian Rosebrock	2016	- 0 +	Report
ImageNet classification with Python and Keras	Adrian Rosebrock	2016	- 0 +	Report
My Top 9 Favorite Python Deep Learning Libraries	Adrian Rosebrock	2016	- 0 +	Report
Nonlinear Computation in Deep Linear Networks	Jakob Foerster	2017	- 0 +	Report
Neural Network from Scratch	John Sullivan	2017	- 0 +	Report
TensorFlow Machine Learning Cookbook	Nick McClure	2017	- 0 +	Report
Practical Pytorch	Sean Robertson	2017	- 0 +	Report
Tensorflow Implementations	Sidd Karamcheti	2017	- 0 +	Report
German Word Embeddings	Author Unknown	2017	- 0 +	Report
Chinese Character-Level Language Model	Joseph cheng	2017	- 0 +	Report
Nlpnet - Natural Language Processing with Neural Networks	Author Unknown	2017	- 0 +	Report
Word Vectors for non-NLP data and research people	Conor McDonald	2017	- 0 +	Report
Convolutional Attention Model for Natural Language Inference	Marek Galovic	2017	- 0 +	Report
Machine Learning, NLP: Text Classification using scikit-learn, python and NLTK	Javed Shaikh	2017	- 0 +	Report
Word2Vec (Part 1)	Mukul Malik	2016	- 0 +	Report
The History of Deep Learning ? Explored Through 6 Code Snippets	Emil Wallner	2017	- 0 +	Report
Deep learnign weekly piece: what's a neural network	Ophir Samson	2017	- 0 +	Report
Neural networks made easy	Ophir Tanz	2017	- 0 +	Report
How to Fit Large Neural Networks on the Edge	Bharath Raj	2018	- 0 +	Report
Animated RNN, LSTM and GRU	Raimi Karim	2018	- 0 +	Report
Exploring Quantum Neural Networks	Jarrod McClean, Hartmut Neven	2018	- 0 +	Report
Deep Learning: Perturbations and Diversity is All You Need	Carlos E. Perez	2018	- 0 +	Report
State of Deep Learning : H2 2018 Review	Ross Taylor	2018	- 0 +	Report
Neural networks as Ordinary Differential Equations	Kevin Gibson	2018	- 0 +	Report
Deconstructing BERT: Distilling 6 Patterns from 100 Million Parameters	Jesse Vig	2018	- 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
Derivation of Convolutional Neural Network from Fully Connected Network Step-By-Step	Ahmed Gad	2018	- 0 +	Report
Bayesian Convolutional Neural Networks with Bayes by Backprop	Feliz Laumann	2018	- 0 +	Report
Seq2seq pay Attention to Self Attention: Part 1	Bgg	2018	- 0 +	Report
Seq2seq pay Attention to Self Attention: Part 2	Bgg	2018	- 0 +	Report
[Theory] Some results concerning string embeddings.	Brendan Whitaker	2018	- 0 +	Report
DAWNBench	N/A	2019	- 0 +	Report
Convolutional Neural Networks: The Biologically-Inspired Model	James Le	2018	- 0 +	Report
Under the hood: Multilingual embeddings	Ves Stoyanov, Necip Fazil Ayan	2018	- 0 +	Report
Word2Vec For Phrases — Learning Embeddings For More Than One Word	Moshe Hazoom	2018	- 0 +	Report
Word Embeddings in NLP and its Applications	Shashank Gupta	2018	- 0 +	Report
Beyond Word Embeddings Part 3	Aaron (Ari) Bornstein	2018	- 0 +	Report
Beyond Word Embeddings Part 4	Aaron (Ari) Bornstein	2018	- 0 +	Report
Deep Learning: Introduction to PyTorch	Pedro Torres Perez	2018	- 0 +	Report
Convolutional Neural Network	Arunava	2018	- 0 +	Report
Neural Networks I: Notation and building blocks	Pablo Ruiz Ruiz	2018	- 0

Topic 7: Neural Networks and Deep Learning 4812