do-no-evil Goto Github PK

123

algorithm-base

专门为刚开始刷题的同学准备的算法基地，没有最细只有更细，立志用动画将晦涩难懂的算法说的通俗易懂！

awesome-deep-learning-papers

The most cited deep learning papers

books

运维之道

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

dgcnn

Code for "M. Zhang, Z. Cui, M. Neumann, and Y. Chen, An End-to-End Deep Learning Architecture for Graph Classification, AAAI-18".

dynamic-stochastic-block-model

MATLAB toolbox for fitting discrete-time dynamic stochastic block models

easy-rl

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

exercise

exercise for nndl

fasttext

Library for fast text representation and classification.

gatne

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

gem

knowledge-graph-embeddings

Implementations of Embedding-based methods for Knowledge Base Completion tasks

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

link-prediction

链路预测学习代码整理

link-prediction-1

Representation learning for link prediction within social networks

metapath2vec

A fast tensorflow implementation of Metapath2vec.

more-prediction

链路预测多重指标混合研究

nudtproposal

NUDT硕士博士研究生开题报告latex模板

openhine

An Open-Source Toolkit for Heterogeneous Information Network Embedding (HINE)

python-100-days

Python - 100天从新手到大师

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

read

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

renzhengfei

任正非**

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman) 遗传、粒子群、模拟退火、蚁群算法等