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0
+

Report 
Recent Advances in Graph Analytics and Its Applications in Healthcare: Introduction

Fei Wang, Peng Cui, Jian Pei, Yangqiu Song, Chengxi Zang 
2020 

0
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Report 
Extracting information from reports using Regular Expressions Library in Python

Yogesh Kulkarni 
2017 

0
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Report 
Python  Tutorial

Tutorialspoint 
2017 

0
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Morphological Parsing

Mariana Neves 
2017 

0
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Principal Component Analysis

Joao Neto 
2013 

0
+

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Stemming words with NLTK

Harrison 
2018 

0
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Report 
Negative Dependence, Stable Polynomials etc in ML

Suvrit Sra & Stefanie Jegelka 
2018 

0
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Report 
ConvNetJS Trainer demo on MNIST

Andrej Karpathy 
2013 

0
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HighPerformance Hardware for Machine Learning

William Dally 
2015 

0
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A HandsOn Guide to Automated Feature Engineering using Featuretools in Python

Prateek Joshi 
2018 

0
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Spectral Learning

Hannah Lawrence 
2018 

0
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Report 
Python Machine Learning Tutorial, ScikitLearn: Wine Snob Edition

Author Unknown 
2017 

0
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TensorFlow Model Optimization Toolkit\\\Pruning API

TensorFlow 
2019 

0
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Understanding PyTorch with an example: a stepbystep tutorial

Daniel Godoy 
2019 

0
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Gradient Descent Optimization [Part 3]

Manpreet 
2019 

0
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Towards A Rigorous Science of Interpretable Machine Learning

Finale DoshiVelez and Been Kim 
2017 

0
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Dive into Machine Learning

Michael Floering 
2015 

0
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Modality and Negation in Natural Language Processing

Roser Morante 
2011 

0
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Computational Linguistics: Formal Grammar, History and Future of CL

Raffaella Bernardi 
2015 

0
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Numerical Computing in Python

Steve Phelps 
2016 

0
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LxMLS  Lab Guide

N/A 
2020 

0
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Singular Value and Eigenvalue Decompositions

Frank Dellaert 
2008 

0
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Report 
Supervised learning is great ? it?s data collection that?s broken

Ines Montani, Matthew Honnibal 
2017 

0
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Report 
Monte Carlo Tree Search – beginners guide

Int8 
2018 

0
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Introduction to Machine Learning for Beginners

Diva Jain 
2019 

0
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Yao Ma, Yiqi Wang, Tyler Derr, Lingfei Wu, Tengfei Ma 
2020 

0
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Dive Into NLTK, Part IV: Stemming and Lemmatization

Author Unknown 
2014 

0
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Data Preparation for Variable Length Input Sequences

Jason Brownlee 
2017 

0
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Comprehensive Guide to Learning Python for Data Analysis and Data Science

Martijn Theuwissen 
2016 

0
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Author Unknown 
2017 

0
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Backpropagation

Karl Stratos 
2018 

0
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Jonathan Mugan 
2017 

0
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Tutorial ? Getting Started with GraphLab For Machine Learning in Python

Sunil Ray 
2015 

0
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Report 
100 Things You Always Wanted to Know about Linguistics But Were Afraid to Ask

Emily M. Bender 
2012 

0
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Optimizing Decisionmaking with the Minimax AI algorithm

Shukant Pal 
2019 

0
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Beyond SG: Noise Reduction and SecondOrder Methods

Leon Bottou, Frank E. Curtis, Jorge Nocedal 
2016 

0
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Machine Learning for Humans

Vishal Maini, Samer Sabri 
2017 

0
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Report 
AI?s Language Problem

Will Knight 
2013 

0
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Report 
Learning Python: From Zero to Hero

TK 
2017 

0
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Report 
matplotlib  2D and 3D plotting in Python

J.R. Johansson 
2015 

0
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Report 
Python Data Science Handbook

Jake Vanderplas 
2016 

0
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Understanding the Mathematics behind Gradient Descent

Parul Pandey 
2019 

0
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An Introduction to Scientific Python (and a Bit of the Maths Behind It) ? NumPy

Jamal Moir 
2016 

0
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Jirka Hana & Anna Feldman 
2013 

0
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Sanmay Das, John P Dickerson, Bryan Wilder 
2019 

0
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Principal component analysis in Python

Vebjorn Ljosa 
2009 

0
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Decipherment

Kevin Knight 
2013 

0
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Learn Python 2

N/A 
2019 

0
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Introduction

Davide Mottin, Emmanuel Müller 
2018 

0
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Dive Into NLTK, Part IX: From Text Classification to Sentiment Analysis

Author Unknown 
2014 

0
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An Introduction to Scientific Python (and a Bit of the Maths Behind It) ? Matplotlib

Jamal Moir 
2016 

0
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Machine Learning Exercises In Python, Part 5

John Wittenauer 
2014 

0
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Report 
Bayesian Optimization For Automated Model Selection

Gustavo Malkomes, Chip Schaff, Roman Garnett 
2017 

0
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An overview of gradient descent optimization algorithms

Sebastian Ruder 
2017 

0
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Le Song 
2012 

0
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Jay Alammar 
2019 

0
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Luis Pedro Coelho 
2015 

0
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Report 
PyTorch Basics in 4 Minutes

Sanyam Bhutani 
2018 

0
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How to design experiments in NLU

Sam Bowman 
2019 

0
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Report 
Machine Learning Workflows in Python from Scratch Part 1: Data Preparation

Matthew Mayo 
2017 

0
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Monte Carlo Inference Methods

Iain Murray 
2017 

0
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Modeling Morphologically Rich Languages

Chris Dyer 
2013 

0
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Linear Algebra

N/A 
2019 

0
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Tensor Methods in Machine Learning

Rong Ge 
2015 

0
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Report 
Data Science Simplified: Principles and Process

Pradeep Menon 
2017 

0
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spaCy v1.0: Deep Learning with custom pipelines and Keras

Matthew Honnibal 
2016 

0
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Vegard Flovik 
2020 

0
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How to read most commonly used file formats in Data Science (using Python)?

Ankit Gupta 
2017 

0
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Harald Hammarstrom 
2017 

0
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Online Allocation Case Study: Kidney Exchange with Compatible Pairs

Sanmay Das, John P Dickerson, Bryan Wilder 
2019 

0
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Jonathan Hui 
2019 

0
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Guide to Gradient Descent in 3 Steps and 12 Drawings

Charles Bordet 
2018 

0
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Your First Text Mining Project with Python in 3 steps

Will Gannon 
2017 

0
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VoG: Summarizing and Understanding Large Graphs

Danai Koutra 
2014 

0
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Stop words with NLTK

Harrison 
2018 

0
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Vu Ha 
2017 

0
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Optimization methods for machine learning Part 1

Jorge Nocedal 
2012 

0
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Natural Language Processing (NLP) for Computational Social Science

Cristian DanescuNiculescuMizil, Lillian Lee 
2015 

0
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Author Unknown 
2017 

0
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Shivam Bansal 
2019 

0
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