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Evgeny Frolov's Projects

bibtex icon bibtex

Bibtex repository of the INM group

cofida icon cofida

Fast in-memory pytorch dataloaders designed specifically for collaborative filtering data.

fifty-shades icon fifty-shades

Source code to support ACM RecSys'16 paper "Fifty Shades of Ratings: How to Benefit from a Negative Feedback in Top-N Recommendations Tasks"

hybridsvd icon hybridsvd

Supplementary materials to reproduce experiments

hyperbolicrecommenders icon hyperbolicrecommenders

Accompanying code for the paper Performance of Hyperbolic Geometry Models on Top-N Recommendation Tasks, accepted at ACM RecSys 2020.

ipypb icon ipypb

Python progress bar with rich output that uses native ipython functionality. Widget-free. Works even in JupyterLab.

polara icon 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.

recsys19_hybridsvd icon recsys19_hybridsvd

Accompanying code for reproducing experiments from the HybridSVD paper. Preprint is available at https://arxiv.org/abs/1802.06398.

shablona icon shablona

A template for small scientific python projects

staged-recipes icon staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

tensorglue icon tensorglue

Tensor-based recommender system that incorporates categorical contextual information into collaborative filtering workflow.

vlfeat icon vlfeat

An open library of computer vision algorithms

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