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nlp-tutorials

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

nlp_course

YSDA course in Natural Language Processing

ntu-hsuantienlin-ml

:book: **大学林轩田机器学习笔记

oi-wiki

:star2: Wiki of OI / ICPC for everyone. （某大型游戏线上攻略，内含炫酷算术魔法）

online-vehicle-routing-drl

PyTorch implementation of Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning https://ieeexplore.ieee.org/document/8693516

papers

pathfinding.js

A comprehensive path-finding library for grid based games

pathplanning

Common used path planning algorithms with animations.

ppo

ppo-for-beginners

A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.

practical_rl

A course in reinforcement learning in the wild

prml

PRML algorithms implemented in Python

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pylot

Modular autonomous driving platform running on the CARLA simulator and real-world vehicles.

pymarl

Python Multi-Agent Reinforcement Learning framework

pyrobot

PyRobot: An Open Source Robotics Research Platform

python

All Algorithms implemented in Python

python-100-days

Python - 100天从新手到大师

python_data_analysis_and_mining_action

《python数据分析与挖掘实战》的代码笔记

pythonrobotics

Python sample codes for robotics algorithms.

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-examples

Simple examples to introduce PyTorch

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-tutorials-examples-and-books

PyTorch1.x tutorials, examples and some books I found 【不定期更新】整理的PyTorch 1.x 最新版教程、例子和书籍

reinforcement-implementation

Implementation of benchmark RL algorithms

reinforcement-learning

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

reinforcement-learning-1

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning