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Jakub's Projects

algorithmic-trading icon algorithmic-trading

I have been deeply interested in algorithmic trading and systematic trading algorithms. This Repository contains the code of what I have learnt on the way. It starts form some basic simple statistics and will lead up to complex machine learning algorithms.

alphalens icon alphalens

Performance analysis of predictive (alpha) stock factors

fracdiff icon fracdiff

Compute fractional differentiation super-fast. Processes time-series to be stationary while preserving memory. cf. "Advances in Financial Machine Learning" by M. Prado.

lean icon lean

Lean Algorithmic Trading Engine by QuantConnect (Python, C#)

microprice icon microprice

The micro-price estimators from the paper "The Micro-Price: A High Frequency Estimator of Future Prices - Stoikov (2017)".

quant-department icon quant-department

My contributions to the Quant Department of the Hedge Fund Club e.V. (University of Mannheim)

quantopian-offline-2020 icon quantopian-offline-2020

A collection of my quantopian learnings, trying to use everything locally and with updated code which works in 2020.

sbstck-dl icon sbstck-dl

CLI tool for downloading Substack newsletters for archival purposes, offline reading, or data analysis.

tipranks icon tipranks

Python module to interact with TipRanks API.

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