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cs231n.github.io

Public facing notes page

cs498

Applied Machine Learning UIUC SP 2017

cs598finalproject

Repository for Data Cleaning project for Theory and Practise of Data Cleaning Summer 2017 at UIUC.

cse591-practicals

Codes for ASU, CSE591, Spring 2017.

d3-book

My follow along for code examples for “Interactive Data Visualization for the Web”

d3-jupyter-tutorial

d3training

Repository for LinkedIn Learning offering for D3.js Essential Training for Data Scientists

d3tutorials

Bits and pieces - D3 examples

data8assets

Assets for data8.org

datahack2017

A data science conference by Analytics Vidhya.

datascience

A Python library for introductory data science

datavisualisationproject

Final project for CS498 Data Visualisation with John C. Hart at UIUC, Summer 2017

deeplearningbook

MIT Deep Learning Book in PDF format

deeplearningfoundations

Repository for Deep Learning Foundations ND at Udacity

deeplearningmovies

Kaggle's competition for using Google's word2vec package for sentiment analysis

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

efficientr

Efficient R programming: a book

fasttext

Library for fast text representation and classification.

generative-adversarial-networks

Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs

glove

GloVe model for distributed word representation

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

info490-fa16

INFO 490: Foundations of Data Science, offered in the Fall 2016 Semester at the University of Illinois

info490-sp16

INFO 490: Advanced Data Science, offered in the Spring 2016 Semester at the University of Illinois

inseadanalytics

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

lab_files

lectures

Oxford Deep NLP 2017 course

linear_regression_live

This is the code for the "How to Do Linear Regression the Right Way" live session by Siraj Raval on Youtube

lstm-sentiment-analysis

Sentiment Analysis with LSTMs in Tensorflow

machinelearningwithr

Sample snippets for common machine learning tasks with R