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Ilya Prokin's Projects

cx-str-stdp icon cx-str-stdp

A mathematical model of cortico-striatal synaptic plasticity (STDP)

jsc_july2017 icon jsc_july2017

A computational solution to Jane Street Puzzle of July 2017

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

pokerc icon pokerc

A Functional Texas Hold'em Poker Odds Calculator

scripts icon scripts

Various usefull scripts that I keep in ~/scripts/

sklearn_helpers icon sklearn_helpers

Wrapper around sklearn to make it play nicely with pandas and other helper functions

time-machinery-sh icon time-machinery-sh

A very simple shell script to do backups similarly to "Back In Time" or Apple's "Time Machine"; a complementary simple script to run programs "in the past" meaning setting environmental variables so that programs see your backed up HOME folder instead of your actual one.

ttt icon ttt

Tic-Tac-Toe by MiniMax approximation

wastewater icon wastewater

Free library for modelling and simulation of waste water treatment plants.

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