Pavel Petrushenkov (ppetrushenkov)

ppetrushenkov

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Pavel Petrushenkov's repositories

moexalgo_hackathon_2023

The app for screening Russian stocks by specified conditions and strategies

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ab_testing

This repo contains the steps on how A/B testing conduct in general

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airflow_report_pipeline

Telegram bot, that collects app statistics and sends the report at specified time, using Airflow

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FFTInfoApp

This app shows time series seasonality using Fast Fourier Transform technique and can also extrapolate data N days ahead

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HandControlApp

An application to control your PC with your hands, using MediaPipe Hands module. It allows to click, scroll through pages and move between desktops (checked on Ubuntu)

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math_implementations

Step by step implementations with detailed descriptions of some machine learning topics in python, such as "linear algebra", "statistical tests", etc.

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product_metrics

This repo contains common metrics, that are used in analytics. The queries written in SQL (Clickhouse). And the user_metrics.ipynb file shows how metrics are generally used.

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neural-style-transfer-telegrambot

Train models and stylize images using Pytorch Fast Neural Transfer implementation (the bot is no longer working as heroku does not provide an unlimited free server)

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