evfro / polaraLinks
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.
☆254Updated last month
Alternatives and similar repositories for polara
Users that are interested in polara are comparing it to the libraries listed below
Sorting:
- ☆67Updated 7 years ago
- FTRL-Proximal with python bindings☆123Updated 7 years ago
- Tutorials and examples of various recommender systems in industrial applications☆51Updated 2 years ago
- RecSys Library☆69Updated 3 years ago
- ☆16Updated 6 years ago
- Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data☆175Updated last year
- Simple but Flexible Recommendation Engine in PyTorch☆133Updated 3 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 8 years ago
- Parallelize your computations in parallel-apply fashion.☆33Updated 6 years ago
- Comparison tools☆171Updated last month
- Implicit baseline for https://retailhero.ai/c/recommender_system/overview☆17Updated 2 years ago
- Accompanying code for reproducing experiments from the HybridSVD paper. Preprint is available at https://arxiv.org/abs/1802.06398.☆25Updated 6 years ago
- Benchmarking different approaches for categorical encoding for tabular data☆173Updated 3 years ago
- Бэйслайн к задаче RetailHero.ai/#2 от @geffy 💪☆108Updated 5 years ago
- High-performance KNN similarity functions in Python, optimized for sparse matrices☆56Updated last week
- Accompanying code for the paper Performance of Hyperbolic Geometry Models on Top-N Recommendation Tasks, accepted at ACM RecSys 2020.☆36Updated 5 years ago
- Recommender system test bench☆15Updated 6 years ago
- Deep Recommenders with Python: A Python library for building Deep Learning based Recommender Systems☆28Updated 4 years ago
- ☆50Updated 4 years ago
- Set of common tools and techniques for everyday data science tasks with examples☆58Updated 6 years ago
- pywFM is a Python wrapper for Steffen Rendle's factorization machines library libFM☆252Updated 6 years ago
- 2nd place solution for Next Like prediction task☆58Updated 2 years ago
- Source code to reproduce experiments from the article Practitioner’s Guide to Statistical Tests☆209Updated 3 years ago
- a simple yet versatile recommendation systems library in python☆53Updated 2 years ago
- High-performance implementation of SLIM-based approaches for Top-N recommendation☆113Updated 3 years ago
- 1st place solution☆19Updated 5 years ago
- Tool for whitebox (binning + logreg) model development☆77Updated 3 years ago
- ☆105Updated 4 years ago
- Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018☆344Updated 4 years ago
- machine learning lifecycle framework☆202Updated 2 years ago