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Janusz Polowczyk's Projects

appdevswift icon appdevswift

Working my way through Apple's "App Development with Swift"

divedeeplearning icon divedeeplearning

My "take" on the fantastic book "Dive into Deep Learning" (d2l.ai). The repo contains the notebooks in which I took notes on each of the chapters (as well as the implementations of the algorithms)

housingpricescompkaggle icon housingpricescompkaggle

Housing Prices Competition that was hosted on Kaggle.com. The repo contains an initial EDA + modeling (XGB)

islr-python icon islr-python

Introduction to Statistical Learning - Applied exercises solved in Python

lapropimplementation icon lapropimplementation

Implementing LAProp optimizer (as suggested in the paper "LAProp: Separating Momentum and Adaptivity in Adam") from scratch (using NumPy)

portfoliomgmtstooqgpw icon portfoliomgmtstooqgpw

Repository for a small project where I use the unsupervised methods to perform portfolio management. The repo contains the scripts for acquiring the data from Stooq.pl, as well as the results of the analysis (+ the usage of the unsupervised methods).

unplug icon unplug

A small status bar application to notify the user to unplug the MacBook from charging

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