Category: Python

Modeling and Simulation in Python (Allen B. Downey)
This book is an introduction to physical modeling using a computational approach with Python. You will learn how to use Python to accomplish many common scientific computing tasks: importing, exporting, and visualizing data; numerical analysis; etc.
Python Scientific Lecture Notes (Scipy Lectures)
This book is the teaching material on the scientific Python ecosystem, a quick introduction to central tools and techniques, for programmers from beginner to expert. Work on real-world problems with SciPy, NumPy, Pandas, scikit-image, and other libs.