guoyangqin

guoyangqin's Stars

• Xuan-1998/LPSim

  Language:Makefile22922

• google/differential-privacy

  Google's differential privacy libraries.

  Language:Go3k346

• TheodoreWolf/pinns

  Playing around with Phyiscs-Informed Neural Networks

  Language:Jupyter Notebook525

• jessevig/bertviz

  BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

  Language:Python6.8k772

• corkami/pics

  File formats dissections and more...

  Language:Assembly10.5k734

• programthink/books

  【编程随想】收藏的电子书清单（多个学科，含下载链接）

  18.2k3.3k

• Yangyangii/GAN-Tutorial

  Simple Implementation of many GAN models with PyTorch.

  Language:Jupyter Notebook382109

• sullivannicole/Twin-Cities-Loop-Detectors

  Batch stream loop data from MnDOT JSON feed and calculate performance measures; convert XML configuration of detectors to polyline shapefile

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• zhiyongc/Seattle-Loop-Data

  8216

• JingqingZ/BaiduTraffic

  This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (KDD 2018).

  Language:Python22479

• aprbw/traffic_prediction

  Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).

  Language:TeX27646

• ambuehll/UTD19

  large traffic data set

  171

• toshikwa/gail-airl-ppo.pytorch

  PyTorch implementation of GAIL and AIRL based on PPO.

  Language:Python18530

• reinforcement-learning-kr/lets-do-irl

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

  Language:Python694112

• hcnoh/gail-pytorch

  A simple implementation of Generative Adversarial Imitation Learning with PyTorch

  Language:Python12727

• ikostrikov/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).

  Language:Python3.6k829

• HumanCompatibleAI/imitation

  Clean PyTorch implementations of imitation and reward learning algorithms

  Language:Python1.3k244

• eriklindernoren/PyTorch-GAN

  PyTorch implementations of Generative Adversarial Networks.

  Language:Python16.3k4.1k

• mayanksingh2298/Starlings-Flock-Simulation

  This repository is about modelling of flocking behaviour.

  Language:Python21

• tfos11/Dial-A-Ride-Problem-with-Workload-Balancing

  General Dial A Ride Problem (DARP) made with the pyomo package in python.

  Language:Python2

• UM-CSS/CSSLabs-Extra

  Additional topics in Computational Social Science

  Language:Jupyter Notebook12

• afshinea/stanford-cs-221-artificial-intelligence

  VIP cheatsheets for Stanford's CS 221 Artificial Intelligence

  2.6k499

• PacktPublishing/Network-Science-with-Python-and-NetworkX-Quick-Start-Guide

  Network Science with Python and NetworkX Quick Start Guide, published by Packt

  Language:Jupyter Notebook13687

• AI4Finance-Foundation/FinRL

  FinRL: Financial Reinforcement Learning. 🔥

  Language:Jupyter Notebook9.7k2.4k

• IntelLabs/coach

  Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

  Language:Python2.3k461

• hyperopt/hyperopt

  Distributed Asynchronous Hyperparameter Optimization in Python

  Language:Python7.2k1.1k

• cyoon1729/RLcycle

  A library for ready-made reinforcement learning agents and reusable components for neat prototyping

  Language:Python29963

• ikostrikov/pytorch-a3c

  PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

  Language:Python1.2k280

• Kaixhin/ACER

  Actor-critic with experience replay

  Language:Python25146

• tensorflow/tensorflow

  An Open Source Machine Learning Framework for Everyone

  Language:C++186k74.2k