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

Design Pattern Examples in Python

Advanced Linear Algebra: Foundations to Frontiers (ALAFF) assignments repository

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

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

A machine learning toolkit dedicated to time-series data

Topological Data Analysis in Python: Simplicial Complex

Python Dynamic Mode Decomposition

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

Extreme Value Analysis (EVA) in Python

Dataset Distillation

A c++ linear algebra template library

Seismic data processing with ML and deep learning

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

Code for "Generalised Interpretable Shapelets for Irregular Time Series"

Documentation for FEDOT

Notebooks with examples and demos of segyio

Intermediate Python book Russian translation

Python implementation of the Learning Time-Series Shapelets method, that learns a shapelet-based time-series classifier with gradient descent.

megaman: Manifold Learning for Millions of Points