Table of Contents

Python Programming

Resources

  1. Python Programming Language – Official Website
  2. Python best practices
  1. PEP 8, Style Guide for Python Code
  2. Epydoc--Automatic API Documentation Generation for Python
    1. Epydoc Fields
  1. Python Package Index
  2. The Python Standard Library
  1. SciPy.org
  2. NumPy
  3. iPython

Courses

  1. Advanced Scientific Programming in Python

Books

  1. Dive Into Python
  2. 10 Free Python Programming Books
  3. Free IT-books

Machine Learning Related

  1. Machine Learning Python Module
  2. Machine Learning Open Source Software (MLOSS)
  3. CVXOPT-Convex Optimization

Other Links

  1. Condor--High Throughput Computing
  2. Hadoop--Open-source software for reliable, scalable, distributed computing
  3. git--the fast version control system
  4. NetworkX--High productivity software for complex networks
  5. MatPlotLib
  6. JGR - Jave GUI for R