short_tutorials

Welcome to the short_tutorials docs! This site is a collection of software engineering tutorials, most for Python, and geared where relevant toward applications for research in astronomy.

Language-agnostic tutorials

• Scientific computing and numerics
• AI tools for software

Python tutorials

• Python basics
  • Errors and exceptions
  • Functions and classes in Python
• Python environments and packaging
  • Developing a Python package
  • Using uv for Python packaging
  • Using virtual environments for Python
• Profiling and accelerating Python
  • Profiling and accelerating Python
  • Using Numba to accelerate Python
• JAX
  • Intro to JAX
  • Series: Jumping into JAX
  • Distributed Computing in JAX

Julia tutorials

• Julia crash course

Package-specific tutorials

• Synthesizing and fitting spectra with Korg
• Simulation analysis with meshoid

Reference

• GitHub repo