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Илья Ревин's Projects

asd icon asd

course about data structure and algorythms

everything-shapelets icon everything-shapelets

This repo contains useful links to research papers and implementations of shapelets discovery/learning techniques from different sources.

fasth icon fasth

Code for the article "What if Neural Networks had SVDs?", to be presented as a spotlight paper at NeurIPS 2020.

gendis icon gendis

Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.

geomc icon geomc

A c++ linear algebra template library

hse_missing_cs_education icon hse_missing_cs_education

Это репозиторий для проведения курса по The Missing Semester of Your CS Education в университете Высшая Школа Экономики

megaman icon megaman

megaman: Manifold Learning for Millions of Points

ml-projects icon ml-projects

Учебные проекты с использованием алгоритмов машинного обучения.

mogutda icon mogutda

Topological Data Analysis in Python: Simplicial Complex

mppca icon mppca

Mixture of Probabilistic PCA

nas-fedot icon nas-fedot

The implementation of the Neural Architecture Search based at the Fedot framework

pydmd icon pydmd

Python Dynamic Mode Decomposition

pymssa icon pymssa

Python implementation of Multivariate Singular Spectrum Analysis (MSSA)

rmt4ml icon rmt4ml

Matlab Notebook for visualizing random matrix theory results and their applications to machine learning

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