1 dépôt
Awesome GitHub RepositoriesAlgorithm Logic Implementations
Translating mathematical formulas and pseudocode into standard programming control structures.
Distinct from Python Application Logic: The candidates focus on deployment environments, application state, or visual editors, whereas this is about mirroring mathematical logic in code.
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Awesome Algorithm Logic Implementations GitHub Repositories
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- dod-o/statistical-learning-method_code
Dod-o/Statistical-Learning-Method_Code
11,621Voir sur GitHubThis project is a reference collection of statistical learning algorithms built from scratch using NumPy for linear algebra and matrix operations. It serves as an educational resource for studying the mathematical foundations and inner workings of machine learning models through manual implementations. The codebase provides hand-coded implementations of both supervised and unsupervised learning. This includes classification and regression models such as support vector machines, decision trees, and Naive Bayes, as well as data clustering and pattern discovery methods like k-means and hierarchi
The project implements decision trees and clustering logic using standard Python control structures to mirror mathematical pseudocode.
Pythoncodemachine-learning-algorithmsstatistical-learning-method
