Python

• I mainly use Python with the scientific stack of libraries.

Projects

• I created an online course on High Performance Python.
  • It includes profiling, vectorisation with NumPy, compiling with Numba, parallelisation with Dask and Ray, and using GPUs with JAX and CUDA/Numba.

Resources

• Composing Programs, John DeNero, 61A course, UC Berkeley.
  • Video lectures.
• Practical Python Programming, David Beazley.
• Python Distilled, David Beazley, 2021.
• Python Mastery, David Beazley
• The Pragmatic Programmer, David Thomas and Andrew Hunt, 2019.
• Python Packages, Tomas Beuzen & Tiffany Timbers, 2021.
• Modern Python Developer’s Toolkit, Sebastian Witowski, PyCon US 2020.
• Research Software Engineering with Python, The Alan Turing Institute.
• CPython Internals: Your Guide to the Python 3 Interpreter, Anthony Shaw