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baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

coding

python, C++

cs131_notes

Class notes for CS 131.

cs131_release

Released assignments for the fall 2017 iteration of CS131.

cs231n.github.io

Public facing notes page

dl-google-udacity

projects of the deep learning course by Google on Udacity

dlaicourse

Notebooks for learning deep learning

fastdvdnet

FastDVDnet: A Very Fast Deep Video Denoising algorithm

ftp-client-server-system

A C program developed to transfer file between client and server

home

research, knowledge and skill. resources and notes of machine learning, reinforcement learning, deep learning, inverse reinforcement learning, imitation learning.

homework

Assignments for CS294-112.

interview_python

关于Python的面试题

luxcore

LuxCore source repository

ms-prefix-span

A Java program used to mine sequential patterns (or frequent sequences) with multiple minimum supports and various constraints

opencv-python

Automated CI toolchain to produce precompiled opencv-python, opencv-python-headless, opencv-contrib-python and opencv-contrib-python-headless packages.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

ray

A system for parallel and distributed Python that unifies the ML ecosystem.

reinforcement-learning-2nd-edition-by-sutton-exercise-solutions

Solutions of Reinforcement Learning, An Introduction

robustcovariateshiftregression

rrn

scalable-linear-chain-crf

It scales up to exponential large numerical value using log-loss trick and has been used for NLP data with feature length larger than five million

spinningup

An educational resource to help anyone learn deep reinforcement learning.

ss-replan

Online Replanning in Belief Space for Partially Observable Task and Motion Problems

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-handbook

简单粗暴 TensorFlow 2.0 | A Concise Handbook of TensorFlow 2.0

tensorflow-notes

Notes of using tensorFlow

tensorflow2.x_notes

tensorforce

TensorForce: A TensorFlow library for applied reinforcement learning

tlcl

《快乐的 Linux 命令行》