chenxing1999

GCond

[ICLR'22] [KDD'22] [IJCAI'24] Implementation of "Graph Condensation for Graph Neural Networks"

DatasetCondensation

Dataset Condensation (ICLR21 and ICML21)

Awesome-Dataset-Distillation

A curated list of awesome papers on dataset distillation and related applications.

AI-Scientist

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

pokerogue

A browser based Pokémon fangame heavily inspired by the roguelite genre.

OptEmbed

This repository contains PyTorch Implementation of CIKM 2022 research-track paper: OptEmbed: Learning Optimal Embedding Table for Click-through Rate Prediction.

LLMRec

[WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"

Embedding-in-Recommender-Systems

sage

For calculating global feature importance using Shapley values.

fastshap

An amortized approach for calculating local Shapley value explanations

dive

A tool for exploring each layer in a docker image

hpc-docs

memray

Memray is a memory profiler for Python

memory_profiler

Monitor Memory usage of Python code

NeuralCompression

A collection of tools for neural compression enthusiasts.

CERP

BARS

BARS: Towards Open Benchmarking for Recommender Systems https://openbenchmark.github.io/BARS

Efficient-Deep-Learning

Collection of recent methods on (deep) neural network compression and acceleration.

learnable-embed-sizes-for-RecSys

A PyTorch implementation of ICLR 2021 paper: Learnable Embedding Sizes for Recommender Systems

merge-spmm

Code for paper "Design Principles for Sparse Matrix Multiplication on the GPU" accepted to Euro-Par 2018

daisyRec

Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" (RecSys2020)

DaisyRec-v2.0

RecZoo

A curated model zoo for recommendation tasks

pytorch-fm

Factorization Machine models in PyTorch

CAGCN

This repository includes the implementation of CAGCN and the experiments on link prediction/node classification

LightGCN-PyTorch

The PyTorch implementation of LightGCN

RecSysPapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

Awesome-Recsys

This Repository includes recent papers (RecSys, SIGIR, WWW, etc.) related to the Recommender Systems

ruff

An extremely fast Python linter and code formatter, written in Rust.

SELFRec

An open-source framework for self-supervised recommender systems.