GenRec: Generative Recommender Systems with RQ-VAE semantic IDs, Transformer-based retrieval, and LLM integration. Built on PyTorch with distributed training support.
☆126Jun 3, 2026Updated 2 months ago
Alternatives and similar repositories for genrec
Users that are interested in genrec are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GRID: Generative Recommendation with Semantic IDs☆733Oct 15, 2025Updated 10 months ago
- Learnable Item Tokenization for Generative Recommendation (Most Cited Paper at CIKM'24)☆188Jan 1, 2025Updated last year
- PyTorch-based open-source code for paper "Pctx: Tokenizing Personalized Context for Generative Recommendation"☆29Nov 21, 2025Updated 9 months ago
- Minimal reproduction of OneRec☆1,773May 14, 2026Updated 3 months ago
- [Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"☆841Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 本项目存放RankMixer复现相关代码☆73Apr 3, 2026Updated 4 months ago
- Implementations for "Expressiveness Limits of Autoregressive Semantic ID Generation in Generative Recommendation"☆30May 8, 2026Updated 3 months ago
- ☆68Jul 2, 2026Updated last month
- [Pytorch] Unofficial Implementation of "Recommender Systems with Generative Retrieval"☆247Dec 19, 2025Updated 8 months ago
- The code implementation for our KDD 2026 Oral paper "How Well Does Generative Recommendation Generalize?"☆44Jun 2, 2026Updated 2 months ago
- [pytorch]Implementation of "Recommender Systems with Generative Retrieval" with RQ-VAE beam search enhancement and comparative analysis w…☆23Dec 16, 2025Updated 8 months ago
- Finalist solution for the 2025 Tencent Advertising Algorithm Competition (Generative Recommendation Challenge)☆210Nov 26, 2025Updated 9 months ago
- This repository provides the code for implementing RPG described in our KDD'25 paper "Generating Long Semantic IDs in Parallel for Recomm…☆144Jul 2, 2026Updated last month
- ☆278Oct 26, 2025Updated 10 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆24Feb 1, 2026Updated 6 months ago
- GAMER: Generative Augmentation and Multi-Level Behavior Modeling for Sequential Recommendation☆32Jul 29, 2026Updated last month
- [KDD2026] The repo contains the code for "FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets"☆240Feb 9, 2026Updated 6 months ago
- [SIGIR'25] Code of "Generative Recommender with End-to-End Learnable Item Tokenization".☆37Apr 17, 2025Updated last year
- Pytorch Lightning Implement of Generative Recommenders☆117Sep 17, 2024Updated last year
- The unofficial implementation of "RankMixer: Scaling Up Ranking Models in Industrial Recommenders"☆47Mar 25, 2026Updated 5 months ago
- Implementation of the Transformer Index for GEnerative Recommenders model☆21Feb 21, 2026Updated 6 months ago
- Order-agnostic Identifier for Large Language Model-based Generative Recommendation (SIGIR'25)☆33Oct 21, 2025Updated 10 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆236Sep 9, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Awesome things about generative recommendation models.☆113Apr 28, 2025Updated last year
- A Flexible Framework for Generative Recommendation☆49Apr 9, 2026Updated 4 months ago
- ☆27Sep 25, 2025Updated 11 months ago
- Official implementation of the paper "Rethinking Generative Recommender Tokenizer: Recsys-Native Encoding and Semantic Quantization Beyon…☆39Feb 7, 2026Updated 6 months ago
- ☆131Dec 25, 2025Updated 8 months ago
- The official code for paper "Token-Level Collaborative Alignment for LLM-based Generative Recommendation"☆19Jun 9, 2026Updated 2 months ago
- This repo contains the codebase for the paper "Unifying Generative and Dense Retrieval for Sequential Recommendation".☆42Jun 16, 2025Updated last year
- An Open Foundation Model and Benchmark to Accelerate Generative Recommendation☆915May 18, 2026Updated 3 months ago
- 总结了小红书博主算法小小怪在学习LLM和推荐系统的笔记☆223Jun 24, 2026Updated 2 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [KDD'25] Code of "Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation".☆18Jul 3, 2026Updated last month
- Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (…☆1,969Updated this week
- 《推荐系统：工业架构与核心算法》开源书稿☆368Aug 16, 2026Updated 2 weeks ago
- ☆47May 22, 2026Updated 3 months ago
- [SIGIR'25] Code of "Generative Recommender with End-to-End Learnable Item Tokenization".☆41Apr 23, 2025Updated last year
- Content-Based Collaborative Generation for Recommender Systems (CIKM 2024)☆32Nov 17, 2024Updated last year
- ☆45Apr 9, 2026Updated 4 months ago