Programming languages

Python

• Andrew Montalenti’s blog: Python posts
• MIT6.100L Intro to CS and Programming Using Python
• FastHTML - Modern web applications in pure Python
  • Concurrency Foundations For FastHTML – Hamel’s Blog
• Making Python Less Random — Andrew Healey
  • unittest.mock — mock object library — Python 3.12.4 documentation
• How variables work in Python
• Resource management and generators in Python: samgeo.codes
• nkmk.me
• why Python for ML: Why is Python so used in the machine learning?

Installing and managing versions, libraries, packages

• Installing libraries and packages - Advanced Research Computing
• Explaining why the Python installation process is such a mess
• Python Packaging, One Year Later: A Look Back at 2023 in Python Packaging | Chris Warrick
  • discussion in hn thread: Python Packaging, One Year Later: A Look Back at 2023 in Python Packaging | Hacker News
• Poetry vs. Docker caching: Fight!
• 🎗 Python built-in venv and pip3 for version and package management (the most basic method)->

python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt # installs all packages in requirements.txt
pip install matplotlib
pip freeze > requirements.txt
deactivate

• live and learn! an example of juggling python packages in a prod environment: The Case of the Broken Lambda | ★❤✰ Vicki Boykis ★❤✰
• Python Standalone Builds — python-build-standalone documentation

Testing

• Pytest quick start/refresher: getting started with pytest (beginner - intermediate) anthony explains #518 - YouTube
  • resolve issue with pytest -s not displaying print statements in test output (useful for debugging, esp if you’re working with someone else’s tests)

Packaging your code

• Using a src directory for a Python package : r/learnpython
  • the above references: Packaging a python library | ionel's codelog

Overriding

• overriding - Python: multiplication override - Stack Overflow

• repr: python - How to print instances of a class using print()? - Stack Overflow

Python viz

A Grammar of Graphics for Python – plotnine 0.13.6

Python tooling

• Written in Rust: Astral: Next-gen Python tooling
  • uv: Python packaging in Rust
  • version management per project, works with PyTorch: Rye
    • Rye: A Hassle-Free Python Experience | Hacker News
• PyTrace - Time Travel Debugger for Python

Apps

Textual

Rust

• Lib.rs — home for Rust crates // Lib.rs
• Making Async Rust Reliable - Tyler Mandry
  • RustFest Barcelona - Tyler Mandry: Life of an async fn - YouTube
• [email protected]
• Mara’s blog
• Aria Beingessner’s blog
  • The Rustonomicon
• Why async Rust?
• The Scoped Task trilemma
• The Pin type
• Revisiting a 'smaller Rust'
• Yet Another Rust Resource
• Learn Rust by implementing linked lists
• Rust: Memory Management
• nkmk.me
• Speed of Rust vs C
• flamegraph-rs/flamegraph: Easy flamegraphs for Rust projects and everything else, without Perl or pipes <3
• rayon-rs/rayon: Rayon: A data parallelism library for Rust

Traits

Peeking inside Trait Objects | Huon on the internet

Derive

Understanding #[derive(Clone)] in Rust - Stegosaurus Dormant

Playgrounds

Rust Playground

Linear algebra - for CV, ML, etc

Rust for computer vision, linear algebra, and tensors : r/rust

Go

• Francesc Campoy Flores
• rakyll.org
• Go by Example
• Staticcheck
• Go structs are copied on assignment (and other things about Go I'd missed)
• Common Go Mistakes - 100 Go Mistakes and How to Avoid Them
• Some Go web dev notes

Concurrency

Go Concurrency Patterns

Google I/O 2012 - Go Concurrency Patterns - YouTube

Playgrounds

The Go Play Space

Better Go Playground

Machine learning

Building LLM-powered applications in Go - The Go Programming Language

Zig

… aspirational, haven’t tried zig yet but want to