Python for Scientific Computing
The lesson
Introduction to Python
Jupyter
NumPy
Advanced NumPy
Pandas
Data visualization with Matplotlib
Data formats with Pandas and Numpy
Productivity tools
Scripts
SciPy
Library ecosystem
Dependency management
Binder
Parallel programming
Packaging
Web APIs with Python
Reference
Software installation
Quick reference
List of exercises
Instructor’s guide
Python for Scientific Computing
Index
Edit on GitHub
Index