sisinflab / DuchoLinks
Ducho is a Python framework aimed to extract multimodal features used in multimodal recommendation settings through a highly-customizable processing and extraction pipeline.
☆26Updated last month
Alternatives and similar repositories for Ducho
Users that are interested in Ducho are comparing it to the libraries listed below
Sorting:
- How to Index Item IDs for Recommendation Foundation Models☆86Updated 3 months ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆107Updated last year
- ☆63Updated 2 years ago
- Official code of Beyond Learning from Next Item: Sequential Recommendation via Personalized Interest Sustainability [CIKM'22]☆36Updated 2 years ago
- (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS☆157Updated last year
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆61Updated 2 years ago
- ☆71Updated last year
- ☆156Updated 6 months ago
- ☆13Updated last year
- [ACM CSUR] "A Comprehensive Survey of Self-Supervised Learning for Recommendation"☆119Updated last year
- OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems☆321Updated 7 months ago
- ☆21Updated last year
- [WSDM 2024 Oral] This is our Pytorch implementation for the paper: "Intent Contrastive Learning with Cross Subsequences for Sequential Re…☆33Updated last year
- PMMRec: Multi-Modality is All You Need for Transferable Recommender Systems☆22Updated 2 years ago
- [SIGIR'2024] "SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation"☆61Updated last year
- Source code from the SIGIR 2023 article "Attention Mixtures for Time-Aware Sequential Recommendation" by V.A. Tran, G. Salha-Galvan, B. S…☆29Updated 2 years ago
- [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"☆214Updated last year
- [WSDM'2024 Oral] "DiffKG: Knowledge Graph Diffusion Model for Recommendation"☆120Updated 11 months ago
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆39Updated last year
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆127Updated last month
- A unified framework to evaluate path reasoning methods across multiple beyond accuracy dimension and path (explanation) quality perspecti…☆11Updated last year
- ☆37Updated 7 months ago
- TGT, TKDE 2022☆16Updated last year
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆140Updated 2 years ago
- ☆86Updated last year
- Context and Attribute-Aware Sequential Recommendation via Cross-Attention, RecSys 2022☆66Updated 2 years ago
- HCCF, SIGIR 2022☆100Updated 2 years ago
- ☆21Updated 2 years ago
- [SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"☆61Updated 2 years ago
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆35Updated 4 months ago