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Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎大家star

adagae

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-deep-graph-clustering

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

awesome-graph-self-supervised-learning

Awesome Graph Self-Supervised Learning

bgrl

PyTorch implementation of BGRL (https://arxiv.org/abs/2102.06514)

chatpaper

Use ChatGPT to summarize the arXiv papers.

chebygcn

dcrn

An official source code for paper Deep Graph Clustering via Dual Correlation Reduction, accepted by AAAI 2022.

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）

deep_learning_notes_for_interview-chinese

Deep Learning / Machine Learning Interview（深度学习/机器学习面试笔记）

dgi

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

drawing_data_graph

Python绘制最常见的一些图表，开箱即用

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

gca

[WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"

gnnpapers

Must-read papers on graph neural networks (GNN)

gprgnn

grace

[GRL+ @ ICML 2020] PyTorch implementation for "Deep Graph Contrastive Representation Learning" (https://arxiv.org/abs/2006.04131v2)

graphsage-pytorch

A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.

howtocook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Chinese only).

jk-net-pytorch

Pytorch implementaion of JK-Net, paper: Representation Learning on Graphs with Jumping Knowledge Networks

langchain

⚡ Building applications with LLMs through composability ⚡

leetcode-go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

llmsurvey

The official GitHub page for the survey paper "A Survey of Large Language Models".

mixupforgraph

Code for paper "Mixup for Node and Graph Classification", WWW 2021

modelscope-agent

ModelScope-Agent: An agent framework connecting models in ModelScope with the world

natavidad

pandasai