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FX Predictions: Some Brief Thoughts
This one's about data, not modelling—we'll save that for another time.
Dec 22, 2025
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Piotr Pomorski
16
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Volatility-Volume Slippage Model
A quick update
Nov 28, 2025
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Piotr Pomorski
11
The ML Algorithms Guide Nobody Asked For (But Everyone Needs)
A Practical Summary of What Actually Matters in Production
Oct 27, 2025
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Piotr Pomorski
52
4
TSFresh: From One Price to 800+ Features
A Deep Dive into Automated Time Series Feature Engineering (With Real Code)
Jul 27, 2025
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Piotr Pomorski
23
2
Benjamin AI vs Perplexity Finance
Evaluating their capabilities across fundamental and quantitative tasks
Jun 25, 2025
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Piotr Pomorski
13
Tackling overfitting in tree-based models
A distilled guide to LightGBM & Random Forest hyperparameter optimization
May 12, 2025
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Piotr Pomorski
21
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Darts vs. Sktime vs. MLForecast: A no-nonsense faceoff for financial time series
A no-BS comparison of three popular tools for forecasting stocks, crypto, and other financial chaos.
Apr 27, 2025
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Piotr Pomorski
9
Beyond Simple Labels
An Interesting Way to Tag Financial Trends for ML
Apr 10, 2025
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Piotr Pomorski
12
2
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Piotr’s Substack
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