pangyanbo Goto Github PK

actirl

agentmodel

arxivtimes

repository to research & share the machine learning articles

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-tensorflow-chinese

Awesome-TensorFlow-Chinese，TensorFlow 中文资源精选，官方网站，安装教程，入门教程，实战项目，学习路径。QQ群：522785813

awesome-visualization-research

A list of recommended research papers and other readings on data visualization

deeprlagent

digitalcity

dqn

An implementation of Deep Q-Network using Caffe

geosim

The GeoSim mobility model simulate the movement of people in cities taking individual and social preferences into account.

gpsprocess

gym-extensions

This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement learning, etc.)

intercitypeopleflow

intercitysimulation

inv_rl

Inverse Reinforcement Learning Argorithms

inverse-reinforcement-learning

Implementations of selected inverse reinforcement learning algorithms.

irl-toolkit

IRL Toolkit developed by Sergey Levine (Taken from https://graphics.stanford.edu/projects/gpirl/)

keras-rl

Deep Reinforcement Learning for Keras.

leastcostpath

use DEM and LandCover data to find an optimal route

llthw-zh

:book: [译] 笨办法学 Linux

ptirl

pydata-book

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

pylogit

A python package for estimating conditional logit models.

pymobility

python implementation of mobility models

pyprocess

Generate stochastic processes using Python. Unfortunately not maintained any longer =(

rcnn_mdp

Code base for solving Markov Decision Processes and Reinforcement Learning problems using Recurrent Convolutional Neural Networks.

reading_groups

A paper & resource list of large language models, including course, paper, demo, figures

reinforcejs

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

reinforcement-learning-1

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction