Nikolay-Lysenko

Nikolay Lysenko's repositories

readingbricks

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

Language:Jupyter NotebookMIT89 90

rl-musician

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

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sinethesizer

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

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geniartor

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

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servifier

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

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dodecaphony

Algorithmic composition of twelve-tone fragments.

Language:PythonMIT6 30

dsawl

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

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Nikolay-Lysenko.github.io

Website where I discuss my works as an amateur composer.

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pymixer

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

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gpn

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

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keras-rl

Deep Reinforcement Learning for Keras.

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optimiser

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

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otus-python-2018-02

Solutions to homeworks for Python development course hosted at Otus platform.

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presentations

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

Language:Jupyter NotebookMIT020

renovation

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

Language:PythonMIT000