An interactive Heart Disease Prediction web app. The core machine learning models (Random Forest, Logistic Regression, KNN) are built entirely from scratch using mathematical principles in NumPy, without relying on scikit-learn.
python machine-learning random-forest numpy pandas logistic-regression decision-trees knn streamlit algorithms-from-scratch
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Updated
Apr 1, 2026 - Python