Pavel Petrushenkov's repositories
moexalgo_hackathon_2023
The app for screening Russian stocks by specified conditions and strategies
ab_testing
This repo contains the steps on how A/B testing conduct in general
airflow_report_pipeline
Telegram bot, that collects app statistics and sends the report at specified time, using Airflow
FFTInfoApp
This app shows time series seasonality using Fast Fourier Transform technique and can also extrapolate data N days ahead
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)
math_implementations
Step by step implementations with detailed descriptions of some machine learning topics in python, such as "linear algebra", "statistical tests", etc.
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.
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)