Python for Scientific Computing
The lesson
Introduction to Python
Jupyter
NumPy
Advanced NumPy
Pandas
Xarray
Plotting with Matplotlib
Plotting with Vega-Altair
Working with Data
Scripts
Profiling
Productivity tools
SciPy
Library ecosystem
Dependency management
Binder
Parallel programming
Packaging
Web APIs with Python
Reference
Software installation
Quick reference
List of exercises
Instructor’s guide
In depth analysis of some selected file formats
Python for Scientific Computing
Index
Edit on GitHub
Index