Re-bin

TransRec

Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation (KDD'24)

AlphaRec

The implementation of paper "Language Models Encode Collaborative Signals in Recommendation"

DiffMM

[ACM MM'2024]"DiffMM: Multi-Modal Diffusion Model for Recommendation"

Large-Graph-Generative-Model

DEALRec

Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)

XRec

"XRec: Large Language Models for Explainable Recommendation"

GraphAny

GraphAny: A foundation model for node classification on any graph.

ColdRec

ColdRec: An Open-Source Benchmark Toolbox for Cold-Start Recommendation.

SelfGNN

[SIGIR'2024] "SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation"

RecDiff

[CIKM'2024] "RecDiff: Diffusion Model for Social Recommendation"

Awesome-LLM4Graph-Papers

[KDD'2024 Survey+Tutorial] "LLM4Graph: A Survey of Large Language Models for Graphs"

LLM-ESR

[arXiv'24] The official implementation code of LLM-ESR.

FlashST

[ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"

SceneDAPR

SceneDAPR: A Dataset of Scene-level Free-Hand Drawings for a Draw-Human-in-the-Rain Test

KAN4Rec

Implementation of Kolmogorov-Arnold Network (KAN) for Recommendations

KAN4Graph

Kolmogorov Arnold Networks (KANs) for Graph Neural Networks (GNNs) and Tasks on Graphs

mamba.py

A simple and efficient Mamba implementation in pure PyTorch and MLX.

Awesome-SSLRec-Papers

A Comprehensive Survey of Self-Supervised Learning for Recommendation

PhysDreamer

Code for PhysDreamer

llama3

The official Meta Llama 3 GitHub site

llm2vec

Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'

DeepSpeed

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

OSWorld

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

wandb

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

GradCache

Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint

IDvs.MoRec

End-to-end Training for Multimodal Recommendation Systems

HanwGeek.github.io

HanwGeek's personal page.

google-research

Google Research

DCRec

[WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"

SimRec

[WWW'23] "SimRec: Graph-less Collaborative Filtering"