Framework for model compression, based on FEDOT.

Combines power of torch, numerical methods to conquer and solve ALL {O,P}DEs

Exact method for visualizing partitions of a Deep Neural Network, CVPR 2023 Highlight

Полезные советы для open-source разработок (в том числе в области AI/ML) от сообщества ITMO OpenSource

Online tool for Bayesian Networks

Python framework for automated time series classification, regression and forecasting

Graph Optimiser for Learning and Evolution of Models

Design Pattern Examples in Python

Python Singular Spectrum Analysis using various embedding methods and SVD algorithms

fast implementation of singular spectrum transformation (change point detection algorithm)

Intermediate Python book Russian translation

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

Introduction to Manifold Learning - Mathematical Theory and Applied Python Examples (Multidimensional Scaling, Isomap, Locally Linear Embedding, Spectral Embedding/Laplacian Eigenmaps)

Notebooks and other media for ML Handbook

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

A c++ linear algebra template library

Graphic tool for the automated evolutionary design of composite models

Extreme Value Analysis (EVA) in Python

Python Dynamic Mode Decomposition

Train a Keras MNIST model for Movidius NCSDK2

Automated modeling and machine learning framework FEDOT

Dataset Distillation

Notebooks with examples and demos of segyio

Singular Spectrum Analysis for time series forecasting in Python