wingsweihua

IntelliLight

IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control

colight

CoLight: Learning Network-level Cooperation for Traffic Signal Control

presslight

gym_cityflow

Adds CityFlow to Gym

hellosumo

Very very simple run on sumo

imingail

cartpole

gym-cityflow-car

CityFlow

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

David-Silver-Reinforcement-learning

Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.

lets-do-irl

Inverse RL Algorithms (APP, MaxEnt, GAIL, VAIL)

aaai-2015-demographics

Code and data for the AAAI 2015 paper entitled: "Predicting the demographics of Twitter users from social evidence using website traffic data"

adversarial-policies-sync

Find best-response to a fixed policy in multi-agent RL

AdversarialNetsPapers

The classical papers and codes about generative adversarial nets

aqqu

More Accurate Question Answering on Freebase

bulbea

Deep Learning based Python Library for Stock Market Prediction and Modelling

chicago-crime

Crime correlation anaysis

Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

CSrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

dd_tech

滴滴供需预测比赛

gifs-as-documentation

The theory and practice of animated GIFs as documentation.

iTerm2-Color-Schemes

Over 175 terminal color schemes/themes for iTerm/iTerm2 (with ports to Terminal, Konsole, PuTTY, Xresources, XRDB, Remina, Termite, XFCE, Tilda, and Terminator)

kbqa-impl-samples

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

LINE

LINE: Large-scale information network embedding

neural-style

Torch implementation of neural style algorithm

nnsdt

Implementation of Hinton's recent paper "Distilling a Neural Network Into a Soft Decision Tree"

pydata-book

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

stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

template

A template Sphinx repo