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Nikolay Lysenko's Projects

dsawl icon dsawl

A set of tools for machine learning (for the current day, there are active learning utilities and implementations of some stacking-based techniques).

geniartor icon geniartor

Generation of musical phrases that receive maximum score according to configurable evaluational criteria.

gpn icon gpn

Generative Predictive Networks — an experimental attempt to stabilize GANs' training.

optimiser icon optimiser

Generic implementations of numerical optimization methods. As of now, only cross-entropy method is here.

presentations icon presentations

This is a collection of miscellaneous studies on various topics such as medicine, economics, and computational experiments.

pymixer icon pymixer

A library for mixing input MIDI and/or WAV files into output WAV files.

readingbricks icon readingbricks

A structured collection of notes (mostly, on machine learning) and a Flask app for reading and searching them.

renovation icon renovation

Drawing tool that produces floor plans needed to renovate an apartment.

rl-musician icon rl-musician

Composition of short musical pieces with reinforcement learning. To be more detailed, framing of fifth species counterpoint writing as an optimization problem.

servifier icon servifier

An easy-to-use tool for making web service with API from your own Python functions.

sinethesizer icon sinethesizer

A standalone synthesizer that is controlled through text files in an extendable way.

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