SciPy

Scientific Computing

Library for mathematics, science, and engineering. Builds on NumPy.

Installation
pip install scipy
Documentation
Official Docs

Chapters Using SciPy

Chapter 2: Calculus and Optimization (Mathematical Foundations for Machine Learning)
Chapter 3: Probability and Statistics (Mathematical Foundations for Machine Learning)