FeatureConstructor
Feature engineering using genetic algorithm. Basically a wrapper for my thesis algo. Repo includes source code, docs, CI tests and my experiments.
Here are some projects I'm working on at the moment.
You can check the actual source code or the working product below.
Best work
in other words, my BSc thesis.
Algorithmic trading/betting tools
which I don't need anymore.
Betfair Price Fetcher
Scripts I used for gathering data for algorithmic trading (before Exchange Stream API).
bball Scraper
Simple Basketball Reference Four Factors scraper. Not the fastest - it takes about 20 minutes to scrap one regular season.
Pinnacle NBA bot
Quick and dirty template for Pinnacle NBA bot using Google Spreadsheet as a database and running on Heroku Free (2016).
Most fun
but not finished yet.
AlgoBetting.app
Algorithmic betting powered by machine learning. Not your typical tipster service - it's free and every prediction is saved on the Ethereum blockchain, so results are fully transparent and tamper-proof.
Random uni projects
i.e. examples of collab work (private repos till the semester is over).
catboost vs xgboost in classification tasks for Evolutionary Mathods and Machine Learning
Metody ewolucyjne i uczenie się maszyn 18Z - Porównanie metod xgboost i catboost w zadaniach klasyfikacji.
Gene / protein selection using Recursive Feature Elimination for High-throughput Methods in Molecular Biology
Wielkoskalowe metody pomiarowe w biologii molekularnej 18Z - Selekcja genów lub białek o ekspresji różnicującej dwie grupy próbek przy użyciu metody Recursive Feature Elimination.
Evolutionary algorithm for SVM hyperparameter tuning in classification tasks for Modern Heuristic Techniques
Współczesne techniki heurystyczne 18Z - Wykorzystanie algorytmu ewolucyjnego do doboru parametrów SVM do zadania klasyfikacji.
Things I would build
if I had more free time...
NBA Manager
NBA simulator inspired by "A Markov Model for Basketball" by Kenny Shirley and Football Manager.
My Chess Training App
Your one stop place for training chess openings, tactics, endgames. Basically Anki for chess. Something like Chess Position Trainer but better - open source and cross platform (or even web based) - and certainly faster.