🎯 📈 Sequential and Model-Based Optimization in Python, feat. SCE-UA, SMBO & SHGO. SOTA perf; 0 deps
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Updated
Jul 10, 2025 - Python
🎯 📈 Sequential and Model-Based Optimization in Python, feat. SCE-UA, SMBO & SHGO. SOTA perf; 0 deps
Predict churning or not from the real-world data of a ridesharing app
Data Science Case Study
This project contains the data, code and results used in the paper title "On the relationship of novelty and value in digitalization patents: A machine learning approach".
Empirical Dependence Plot (EDP): a model-free EDA plot of a target's conditional mean/rate across a feature.
📈 Predict customer churn in e-commerce with machine learning to enhance retention strategies using transaction data and RFM features.
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