Python Programming Learning Circle

Apr 30, 2025 · Artificial Intelligence

Homemade Machine Learning: Python Implementations of Popular Machine Learning Algorithms with Jupyter Notebook Demos

This article introduces the open‑source Homemade Machine Learning project, which implements popular supervised and unsupervised algorithms from first principles in Python, provides Jupyter Notebook demos, code examples, and step‑by‑step setup instructions for learners who want to understand the mathematics and practice the models.