richardodliu Goto Github PK

alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

benchmarking-gnns

Repository for benchmarking graph neural networks

care-gnn

Code for CIKM 2020 paper Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters

clash-for-windows_chinese

clash for windows汉化版. 提供clash for windows的汉化版, 汉化补丁及汉化版安装程序

clash_backup

与 Clash 相关的备份，过一段时间再重新上传

codecmr

codexglue

CodeXGLUE

competitive-programming-docs

🌺算法竞赛论文，课件，文档，笔记，平台等资料，不断更新中

course.math_theory_nn

Summer course on mathematical theory of deep learning

cs-baoyan

计算机保研交流群（QQ群号：605176069）

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

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。

data-science-notes

数据科学的笔记以及资料搜集

deep-learning-book

:book: MIT Deep Learning Book in PDF format

deep-learning-from-scratch

Source code and pdf from the book 《深度学习入门-基于Python的理论与实现》，包含源代码和高清PDF(带书签)。

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearning-muli-notes

Notes about courses Dive into Deep Learning by Mu Li

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deepseek-coder

DeepSeek Coder: Let the Code Write Itself

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

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。

dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的同意

dynamic-graph-papers

动态图表示论文汇总

end2end-federated-learning

A demo of end-to-end federated learning system.

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

excel2latex

The Excel add-in for creating LaTeX tables