Everything about Python

• Since Python has become the new favorite among astronomers and cosmologists, here we collect a list of basic resources for learning and using Python in research.

Note

If you are looking for Python tool for a specific topic or field, please check out the section for “Specific Topics in Astronomy”.

• Basic Reference for Learning Python
  • Basic
  • Dig Deeper
  • Managing Python Packages
  • Start-up Package
  • Tricks and Tips
• Performance Optimization for Python
  • Basics
  • Interfacing with C/C++
  • Using Just-in-Time (JIT) Compiler
  • Parallel computing in Python
• Python Tools for Model Fitting and General Optimization
  • Optimization Algorithms
• Statistical Analysis and Model in Python
  • Error Propagation
  • Modeling Tool
  • Sampling Tools and Bayesian Analysis
  • Gaussian Process
  • Survival Analysis
• Visualization using Python
  • Basics
  • Great Examples
  • Color and Colour
• Write a Python package
  • Developer Guide
  • Structure
  • Code Format
  • Python setup.py file
  • Readme
  • Document
  • Test
  • Optimization
  • Upload Your Package to PyPI