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ray

A fast and simple framework for building and running distributed applications.

reco-papers

Classic papers and resources on recommendation

reinforcejs

Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)

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-an-introduction

Python implementation of Reinforcement Learning: An Introduction

reinforcement-learning-code

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

rl-study-roadmap

Roadmap to learn RL in 2018.

rlb-dp

Real-Time Bidding by Reinforcement Learning in Display Advertising

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

roboschool

Open-source software for robot simulation, integrated with OpenAI Gym.

rspapers

A Curated List of Must-read Papers on Recommender System.

sac

Soft Actor-Critic

sdsandbox

This provides a sandbox simulator for training a self-driving car. This uses Unity for simulation and Python with Keras and Tensorflow for training. Recently updated to work on Python 3.4+ and Keras 2+

semisup-learn

Semi-supervised learning frameworks for python, which allow fitting scikit-learn classifiers to partially labeled data

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

shap

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

shapely

Manipulation and analysis of geometric objects

simplespark

A simple spark example

sindy-mpc

skipcts

Skip Context Tree Switching - Reference Implementation

softlearning

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

sopcastcomponent

该项目不再维护，仅供学习参考

spark

Mirror of Apache Spark

sparkgraphxinactionsourcecode

Source code in the book of Spark GraphX In Action only for learning Spark GraphX.

sparktraining

Examples for Spark Training in chinahadoop.cn

spider-course-2

spinningup

An educational resource to help anyone learn deep reinforcement learning.

squeezenet

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters

syntastic

Syntax checking hacks for vim