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awesome-public-datasets

A topic-centric list of HQ open datasets.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bayesian_neural_network_papers

Papers for Bayesian-NN

buaathesis

北航毕设论文LaTeX模板

clgt

coala

coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming languages you use.

coala-tutorial

Sample sources for a coala tutorial

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

datasets

source{d} datasets ("big code") for source code analysis and machine learning on source code

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dkvmn

Dynamic Key-Value Memory Networks for Knowledge Tracing

dnn-genealogy

An visual summary of representative DNNs and their evolutionary relationships

easy-rl

强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

github-bot

GitHub 自动处理 issue、PR、releases 机器人

gitlab-ci-flask

这是一个简单的 demo 项目，用于展示如何使用 GitLab-CI 为 Flask 应用做单元测试和API测试

gnn_note

图神经网络整理

latex-diary

Latex Diary

libfaketime

libfaketime modifies the system time for a single application

machine-learning-algorithm-implemention

Implement algorithms with basic functions

machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

machine-theory-of-mind

machine_learning_derivation

notes of machine learning algorithm derivation

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

multi-agent-deep-deterministic-policy-gradients

A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

openbci_python

The Python software library designed to work with OpenBCI hardware.

openke

An Open-Source Package for Knowledge Embedding (KE)

opponent

Implementation for ICML 16 paper "Deep reinforcement learning with opponent modeling"

pmlb

PMLB: A large, curated repository of benchmark datasets for evaluating supervised machine learning algorithms.