evfro / polara
Recommender system and evaluation framework for top-n recommendations tasks that respects polarity of feedbacks. Fast, flexible and easy to use. Written in python, boosted by scientific python stack.
☆251Updated 2 months ago
Alternatives and similar repositories for polara:
Users that are interested in polara are comparing it to the libraries listed below
- ☆67Updated 6 years ago
- RecSys Library☆68Updated 2 years ago
- FTRL-Proximal with python bindings☆123Updated 6 years ago
- Tutorials and examples of various recommender systems in industrial applications☆49Updated 2 years ago
- Source code to support ACM RecSys'16 paper "Fifty Shades of Ratings: How to Benefit from a Negative Feedback in Top-N Recommendations Tas…☆32Updated 7 years ago
- Бэйслайн к задаче RetailHero.ai/#2 от @geffy 💪☆108Updated 5 years ago
- Accompanying code for reproducing experiments from the HybridSVD paper. Preprint is available at https://arxiv.org/abs/1802.06398.☆25Updated 5 years ago
- ☆57Updated 3 years ago
- 2nd place solution for Next Like prediction task☆55Updated 2 years ago
- ☆102Updated 3 years ago
- A library built upon PyTorch for building embeddings on discrete event sequences using self-supervision☆91Updated 2 years ago
- 📖Notes and remarks on Machine Learning related papers☆45Updated last year
- ☆125Updated 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
- Implicit baseline for https://retailhero.ai/c/recommender_system/overview☆17Updated last year
- Tool for whitebox (binning + logreg) model development☆77Updated 3 years ago
- ☆12Updated 5 years ago
- This is an official repository of the Kion Movies Recommendation Dataset.☆12Updated 2 years ago
- Parallelize your computations in parallel-apply fashion.☆33Updated 5 years ago
- Source code to reproduce experiments from the article Practitioner’s Guide to Statistical Tests☆202Updated 2 years ago
- Repository for experiments with MetaProd2Vec and related algorithms.☆58Updated 6 years ago
- Simple but Flexible Recommendation Engine in PyTorch☆132Updated 2 years ago
- Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018☆343Updated 4 years ago
- A Python wrapper for LibFFM☆120Updated 5 years ago
- Python based GBDT implementation☆29Updated 3 years ago
- ☆16Updated 5 years ago
- pywFM is a Python wrapper for Steffen Rendle's factorization machines library libFM☆252Updated 6 years ago
- Решение первой задачи соревнования Tinkoff Data Science Challenge. Выложу только лучшую GBM модель из ансамбля, дает CV .7780, паблик при…☆20Updated 7 years ago
- Recommender system test bench☆15Updated 6 years ago
- machine learning lifecycle framework☆200Updated 2 years ago