Think Linear Algebra (2023)(allendowney.github.io)

178 points by tamnd 5 months ago | 20 comments

Think Python 2e(greenteapress.com)

57 points by ibobev 3 years ago | 24 comments

Pytrees(jax.readthedocs.io)

119 points by f_devd 3 years ago | 10 comments

Pre-2022 Books(notes.lorenzogravina.com)

165 points by trms 4 months ago | 105 comments

Jupyter AI(jupyter-ai.readthedocs.io)

242 points by jonbaer 3 years ago | 33 comments

Python’s Preprocessor(pydong.org)

375 points by rbanffy 2 years ago | 81 comments

Blog post explaining how Python source code encoding declarations (PEP 263) can be abused to implement a preprocessor that transforms code before execution.

An Introduction to Statistical Learning with Applications in Python(statlearning.com)

359 points by alexmolas 3 years ago | 65 comments

Official website for the textbook An Introduction to Statistical Learning, offering free downloads of the R and Python editions plus resources and errata.

Writing a C compiler in 500 lines of Python(vgel.me)

454 points by vgel 3 years ago | 142 comments

Blog post by vgel describing the design and architecture of a small C compiler written in about 500 lines of Python.

SciPy builds for Python 3.12 on Windows are a minor miracle(labs.quansight.org)

425 points by todsacerdoti 3 years ago | 225 comments

Quansight Labs blog post on how SciPy was built for Python 3.12 on Windows, including the move to the Flang Fortran compiler.

First Steps into Memory Management in Python(tech.daniellbastos.com.br)

4 points by shellpipe 21 days ago | 0 comments

A personal blog post exploring how CPython allocates and manages memory, written as study notes before diving into garbage collection.

Parsing EDIFACT in Python with syntax trees(github.com)

19 points by alexprengere 4 days ago | 7 comments

GitHub repository for Edison, an MIT-licensed Python library from Amadeus that parses EDIFACT messages using syntax trees converted to state machines.

Python 3.13 Gets a JIT(tonybaloney.github.io)

1023 points by todsacerdoti 2 years ago | 504 comments

Blog post by Anthony Shaw explaining the experimental copy-and-patch JIT compiler added to CPython for Python 3.13.