recombee / ELSA
Scalable Linear Shallow Autoencoder for Collaborative Filtering
☆22Updated 8 months ago
Alternatives and similar repositories for ELSA:
Users that are interested in ELSA are comparing it to the libraries listed below
- ☆49Updated last year
- This repository contains code for the paper "Scalable Cross-Entropy Loss for Sequential Recommendations with Large Item Catalogs", RecSys…☆30Updated 5 months ago
- ☆125Updated last year
- ☆20Updated 3 weeks ago
- code for the gsasrec paper☆22Updated last year
- Accompanying code for the paper Performance of Hyperbolic Geometry Models on Top-N Recommendation Tasks, accepted at ACM RecSys 2020.☆36Updated 4 years ago
- embarrassingly shallow autoencoder☆68Updated 3 years ago
- ☆20Updated last year
- ☆25Updated 3 years ago
- SANSA - sparse EASE for millions of items☆42Updated 3 months ago
- Code for ACM RecSys 2023 paper "Turning Dross Into Gold Loss: Is BERT4Rec really better than SASRec?"☆45Updated last year
- ⚡️ Implementation of TRON: Transformer Recommender using Optimized Negative-sampling, accepted at ACM RecSys 2023.☆67Updated 2 weeks ago
- Implementation of Embarrassingly Shallow Autoencoders (Harald Steck) in PyTorch☆35Updated last year
- Code for our WSDM 2022 paper titled "The Datasets Dilemma: How Much Do We Really Know About Recommendation Datasets?"☆23Updated 3 years ago
- Benchmarking of Session-based Recommendation Approaches☆30Updated 4 years ago
- This is an official repository of the Kion Movies Recommendation Dataset.☆12Updated 2 years ago
- [ NeurIPS '22 ] ∞-AE model's implementation in JAX. Kernel-only method outperforms complicated SoTA models with a closed-form solution an…☆55Updated last year
- ☆13Updated last month
- RecBole-Debias is a toolkit built upon RecBole for reproducing and developing debiased recommendation algorithms.☆40Updated 2 years ago
- A link to frameworks useful for the evaluation and reproducibility of recorecommendation algorithms☆57Updated 6 months ago
- Accompanying code for reproducing experiments from the HybridSVD paper. Preprint is available at https://arxiv.org/abs/1802.06398.☆25Updated 5 years ago
- ☆12Updated 4 years ago
- An efficient PyTorch implementation of the evaluation metrics in recommender systems.☆27Updated 2 years ago
- Tool for autodownloading recommendation systems datasets☆39Updated 2 years ago
- ☆11Updated 3 years ago
- Official implementation of the GRU4Rec algorithm in PyTorch☆63Updated last year
- The official PyTorch implementation of the paper "RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback"☆115Updated 10 months ago
- SVD-AE: Simple Autoencoders for Collaborative Filtering☆17Updated 7 months ago
- Tutorials and examples of various recommender systems in industrial applications☆50Updated 2 years ago
- [WSDM'25] "Temporal Linear Item-Item Model for Sequential Recommendation"☆17Updated last month