Python Data Science Handbook: full text in Jupyter Notebooks

A game theoretic approach to explain the output of any machine learning model.

💿 Free software that works great, and also happens to be open-source Python.

PRML algorithms implemented in Python

Simple tutorials using Google's TensorFlow Framework

Lectures on scientific computing with python, as IPython notebooks.

A collection of IPython notebooks covering various topics.

An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at …

Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 2.0+

Code for the Lovász-Softmax loss (CVPR 2018)

Examples of matplotlib codes and plots

Various tutorials given for welcoming new students at MILA.

An ongoing list of pandas quirks

Deliberate Practice for Learning Python

Totally Versatile Miscellanea for Pytorch

This repo will teach you how to deploy an ML-powered web app to AWS Fargate from start to finish using Streamlit and AWS CDK

Code and data for the paper "A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes"

Utility scripts in Python

Files for GPy Workshop

Python notebooks for Machine Learning Reading Club (MLRC) 2018 at MI Lab in NAIST