tadpole

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

faiss

A library for efficient similarity search and clustering of dense vectors.

.tmux

🇫🇷 Oh my tmux! My self-contained, pretty & versatile tmux configuration made with ❤️

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

RSPapers

A Curated List of Must-read Papers on Recommender System.

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

awesome-causality-algorithms

An index of algorithms for learning causality with data

POT

POT : Python Optimal Transport

secretflow

A unified framework for privacy-preserving data analysis and machine learning

enas

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

QRec

QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)

AutoGL

An autoML framework & toolkit for machine learning on graphs.

Awesome-RSPapers

Recommender System Papers

gnn-model-explainer

gnn explainer

OpenHGNN

This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.

awesome-graph-transformer

Papers about graph transformers.

HGNN

Hypergraph Neural Networks (AAAI 2019)

DropEdge

This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification

causal-curve

A python package with tools to perform causal inference using observational data when the treatment of interest is continuous.

Awesome-GNN-Recommendation

Graph Neural Network

joint-kg-recommender

DICE

The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)

FLAG

Official implementation of our FLAG paper (CVPR2022)

KDDCUP_2020_AutoGraph_1st_Place

KDD CUP 2020 Automatic Graph Representation Learning: 1st Place Solution

GCN-LPA

A tensorflow implementation of GCN-LPA

ShapleyExplanationNetworks

Implementation of the paper "Shapley Explanation Networks"

NARS

Scalable Graph Neural Networks for Heterogeneous Graphs

G2DM

Generalizing to unseen domains via distribution matching