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Ivan's Projects

classic_ml_algos icon classic_ml_algos

Just reproducing popular and classic ML algorithms all by myself, without importing libs.

codonpair icon codonpair

A codon pair score/codon pair bias calculator

itmo-ads-labs icon itmo-ads-labs

Laboratory problems and solutions for the ITMO course "Algorithms and data structures"

mental_illnesses_classifier icon mental_illnesses_classifier

Using different architectures (Logistic Regression, XGBoost, CatBoost, LightGBM, LSTM, GRU) to carry out a multiclass classification of mental diseases.

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

myleetcode icon myleetcode

Basically just solving LeetCode problems and trying to prepare for the interview

python-interview icon python-interview

Список наиболее часто встречающихся вопросов на интервью Python разработчику

python_problem_solutions icon python_problem_solutions

This repository intended to contain solutions for different programming problems on Python, university course.

sql_training icon sql_training

Here i`ll put my solutions for different SQL problems from different places

vae icon vae

Generative neural network with VAE (variational auto-encoder) arcitecture

voice_cloning_telegram_bot icon voice_cloning_telegram_bot

Here i provide tg bot connected with model which can replicate voice, read text and create .wav files in which the text is spoken in the provided voice.

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