Janusz Polowczyk's repositories
AppDevSwift
Working my way through Apple's "App Development with Swift"
CDP-ReinforcementTrading-
Creating a trading bot with the use of reinforcement learning algorithm - DQN
ConvertVideoReverse
Here, User can Convert Video Reverse & Play them with Audio in player
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
Housing Prices Competition that was hosted on Kaggle.com. The repo contains an initial EDA + modeling (XGB)
HWS-Project5
Project 5 from Hacking With Swift
HWS-Project6
Hacking with Swift project 6
LAPropImplementation
Implementing LAProp optimizer (as suggested in the paper "LAProp: Separating Momentum and Adaptivity in Adam") from scratch (using NumPy)
Santander-Customer-Prediction
Santander Customer Prediction competition hosted on Kaggle. EDA, modeling, and other ideas
ZigPong
Exploring Raylib and Zig programming language by building a simple game (Pong)
ISLR-Python
Introduction to Statistical Learning - Applied exercises solved in Python
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).