archersama / awesome-recommend-system-pretraining-papers

Related projects ⓘ

Alternatives and complementary repositories for awesome-recommend-system-pretraining-papers

• westlake-repl / Recommendation-Systems-without-Explicit-ID-Features-A-Literature-Review
  Paper List of Pre-trained Foundation Recommender Models
  ☆307Updated 2 months ago
• nancheng58 / Awesome-LLM4RS-Papers
  Large Language Model-enhanced Recommender System Papers
  ☆579Updated 3 weeks ago
• yuangh-x / 2022-NIPS-Tenrec
  ☆209Updated 2 months ago
• reczoo / BARS
  BARS: Towards Open Benchmarking for Recommender Systems https://openbenchmark.github.io/BARS
  ☆355Updated 4 months ago
• ustcml / RecStudio
  A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
  ☆174Updated last month
• RUCAIBox / RecBole2.0
  An up-to-date, comprehensive and flexible recommendation library
  ☆182Updated last year
• SAI990323 / TALLRec
  ☆209Updated 9 months ago
• RUCAIBox / UniSRec
  [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".
  ☆169Updated 11 months ago
• RUCAIBox / RecSysDatasets
  This is a repository of public data sources for Recommender Systems (RS).
  ☆844Updated 2 months ago
• jiawei-chen / RecDebiasing
  This repository collects debiasing methods for recommendation
  ☆404Updated 8 months ago
• pmixer / SASRec.pytorch
  PyTorch(1.6+) implementation of https://github.com/kang205/SASRec
  ☆351Updated 3 weeks ago
• KingGugu / DA-CL-4Rec
  The latest research progress of Contrastive Learning(CL), Data Augmentation(DA) and Self-Supervised Learning(SSL) in Recommender Systems
  ☆339Updated this week
• RUCAIBox / CIKM2020-S3Rec
  Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"
  ☆239Updated 3 years ago
• enoche / MultimodalRecSys
  A curated list of awesome resources about multimodal recommender systems.
  ☆294Updated 7 months ago
• THUwangcy / ReChorus
  “Chorus” of recommendation models: a light and flexible PyTorch framework for Top-K recommendation.
  ☆548Updated 2 months ago
• Coder-Yu / SELFRec
  An open-source framework for self-supervised recommender systems.
  ☆518Updated 2 months ago
• westlake-repl / IDvs.MoRec
  End-to-end Training for Multimodal Recommendation Systems
  ☆125Updated 2 months ago
• easezyc / Multitask-Recommendation-Library
  MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.
  ☆291Updated last year
• RUCAIBox / LLMRank
  [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"
  ☆232Updated 9 months ago
• agiresearch / OpenP5
  OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems
  ☆243Updated 4 months ago
• HKUDS / LLMRec
  [WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"
  ☆373Updated 5 months ago
• rainym00d / LLM4RS
  the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”
  ☆156Updated 5 months ago
• RUCAIBox / RecBole-GNN
  Efficient and extensible GNNs enhanced recommender library based on RecBole.
  ☆170Updated last year
• guocheng18 / Sequential-Recommendation-Datasets
  Download and preprocess popular sequential recommendation datasets
  ☆194Updated last year
• enoche / MMRec
  A Toolbox for MultiModal Recommendation. Integrating 10+ Models...
  ☆357Updated 3 weeks ago
• RUCAIBox / LC-Rec
  [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."
  ☆70Updated 2 months ago
• EdoardoBotta / RQ-VAE-Recommender
  [Pytorch] Generative retrieval model based on RQ-VAE from "Recommender Systems with Generative Retrieval"
  ☆58Updated last week
• jeykigung / P5
  ☆311Updated last year
• jihoo-kim / Awesome-Generative-RecSys
  A curated list of Generative Recommender Systems (Paper & Code)
  ☆363Updated 7 months ago
• kang205 / SASRec
  SASRec: Self-Attentive Sequential Recommendation
  ☆718Updated last year