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Pavel Tyshevskyi's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cfof icon cfof

Concentration Free Outlier Factor for Outlier Detection 🤓

computor icon computor

bc-like calculator with custom data types 😙

cw icon cw

Corewar: Build ultimate game in virtual machine with cool graphics and assembly-like language for creating players 🎓

dota icon dota

Predict the winning team in Dota2 game 😎

dslr icon dslr

logistic regression in 42 school

evalai icon evalai

:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI

evil.sh icon evil.sh

:speak_no_evil: Subtle and not-so-subtle shell tweaks that will slowly drive people insane.

ft_linalg icon ft_linalg

Pure-Python implementation of various topics of numerical linear algebra: solvers, decompositions, and much more! 🌪

ft_ssl icon ft_ssl

Hashes, symmetric and asymmetric encryption methods (from scratch and compliant with RFC) 🕵️‍♂️

fused_lasso icon fused_lasso

2D Fused LASSO using Gradient Descent for grayscale image restoration 🎈

ga_adv icon ga_adv

Fooling Convolution Neural Network into predicting whatever you want 👻

img_proc icon img_proc

Small library and CLI program with a variety of image processing functions 😴

int_seq icon int_seq

Predict the next term of an integer sequence using ensemble of models working on different types of sequences: for Fun and Profit! ⏩

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

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 filters, and more. All exercises include solutions.

libft icon libft

Custom implementation of libc functions with enhanced functionality: gnl, printf, arbitrary-precision integers, you name it! ☄️

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