Yan Yan's starred repositories
awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
fish-shell
The user-friendly command line shell.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
nvidia-docker
Build and run Docker containers leveraging NVIDIA GPUs
spinningup
An educational resource to help anyone learn deep reinforcement learning.
machine_learning_examples
A collection of machine learning examples and tutorials.
docker-selenium
Provides a simple way to run Selenium Grid with Chrome, Firefox, and Edge using Docker, making it easier to perform browser automation
diff-match-patch
Diff Match Patch is a high-performance library in multiple languages that manipulates plain text.
kaggle-api
Official Kaggle API
Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
second.pytorch
PointPillars for KITTI object detection
imagenet18_old
Code to reproduce "imagenet in 18 minutes" DAWN-benchmark entry
Reinforcement_learning_tutorial_with_demo
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
python-stanford-corenlp
Python interface to CoreNLP using a bidirectional server-client interface.
tetris_mcts
MCTS project for Tetris
Docker_Tutorial
Code and helper scripts for article on Medium "How Docker Can Help You Become A More Effective Data Scientist"