Pinned Repositories
dodecaphony
Algorithmic composition of modern classical music in the twelve-tone technique.
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
Generation of musical phrases that receive maximum score according to configurable evaluational criteria.
readingbricks
A structured collection of notes (mostly, on machine learning) and a Flask app for reading and searching them.
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
An easy-to-use tool for making web service with API from your own Python functions.
sinethesizer
A standalone synthesizer that is controlled through text files in an extendable way.
Nikolay-Lysenko's Repositories
Nikolay-Lysenko/readingbricks
A structured collection of notes (mostly, on machine learning) and a Flask app for reading and searching them.
Nikolay-Lysenko/rl-musician
Composition of short musical pieces with reinforcement learning. To be more detailed, framing of fifth species counterpoint writing as an optimization problem.
Nikolay-Lysenko/dodecaphony
Algorithmic composition of modern classical music in the twelve-tone technique.
Nikolay-Lysenko/sinethesizer
A standalone synthesizer that is controlled through text files in an extendable way.
Nikolay-Lysenko/geniartor
Generation of musical phrases that receive maximum score according to configurable evaluational criteria.
Nikolay-Lysenko/servifier
An easy-to-use tool for making web service with API from your own Python functions.
Nikolay-Lysenko/dsawl
A set of tools for machine learning (for the current day, there are active learning utilities and implementations of some stacking-based techniques).
Nikolay-Lysenko/Nikolay-Lysenko.github.io
Website where I discuss my works as an amateur composer.
Nikolay-Lysenko/pymixer
A library for mixing input MIDI and/or WAV files into output WAV files.
Nikolay-Lysenko/renovation
Drawing tool that produces floor plans needed to renovate an apartment.
Nikolay-Lysenko/gpn
Generative Predictive Networks — an experimental attempt to stabilize GANs' training.
Nikolay-Lysenko/keras-rl
Deep Reinforcement Learning for Keras.
Nikolay-Lysenko/optimiser
Generic implementations of numerical optimization methods. As of now, only cross-entropy method is here.
Nikolay-Lysenko/otus-python-2018-02
Solutions to homeworks for Python development course hosted at Otus platform.
Nikolay-Lysenko/presentations
This is a collection of miscellaneous studies on various topics such as medicine, economics, and computational experiments.