Python

Projects

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

• 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