Evgeny Frolov (evfro)

evfro

Geek Repo

Company:@Skolkovo-Institute-of-Science

Home Page:eigentheories.com

Twitter:@evfro

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Evgeny Frolov's repositories

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.

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ipypb

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

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HyperbolicRecommenders

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

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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"

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TensorGlue

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

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recsys19_hybridsvd

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

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RecSys_ISP2017

ISP Course at Skoltech

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Stable_Recommendations

The accompanying code for our paper.

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hybridsvd

Supplementary materials to reproduce experiments

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cofida

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

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h_notify

hypothesis notification prototype

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bibtex

Bibtex repository of the INM group

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Cholmod-Scikit-Sparse-Windows

Set up cholmod and scikit-sparse python package on Windows.

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shablona

A template for small scientific python projects

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staged-recipes

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

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vlfeat

An open library of computer vision algorithms

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