Realtime_Multi-Person_Pose_Estimation

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

courses

fast.ai Courses

shap

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

self-driving-car

The Udacity open source self-driving car project

LearnPython

以撸代码的形式学习Python

tsfresh

Automatic extraction of relevant features from time series:

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Grokking-Deep-Learning

this repository accompanies the book "Grokking Deep Learning"

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

t81_558_deep_learning

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis