Development Stack

These are my favorite languages, libraries, tools and frameworks. I have crossed out the few that I no longer love or have abandoned in favor of something better.

Programming Languages

• Python
• Haskell
• C/C++
• Prolog
• Java
• Perl

Scientific Computing

• NumPy
• SciPy

Machine Learning

• scikit-learn
• TensorFlow
• Weka

Optimization

• NLOpt

Data Analysis

• Pandas
• R

Plotting / Data Visualization

• Matplotlib
• D3.js

Computer Vision / Image Processing

• OpenCV
• scikit-image

Network Analysis

• NetworkX

Computer Algebra System

• Mathematica
• Maple

Constraint Modelling

• MiniZinc

Interactive Computing

• IPython
• Jupyter Notebook

Lexers / Parsers

• PyParsing
• regex

Web Frameworks

• Django
• Flask

Database and Persistence

• PostgreSQL
• MongoDB
• Redis

Object Relational Mapper

• SQLAlchemy
• Django ORM

Data Pipelines

• Luigi

Web Scraping

• Scrapy / lxml
• requests
• BeautifulSoup

Static Site Generators

• Nikola
• Pelican
• Octopress

Frontend

• AngularJS
• HTML5
• Sass / CSS3
• Javascript

Markup Languages

• Markdown
• ReStructuredText

Document Preparation

• LaTeX

Documentation

• Sphinx

Continuous Integration

• Travis CI

Testing / Code Coverage

• pytest
• doctest

DevOps

• Kubernetes
• Docker

Systems Administration / Automation

• Fabric

Cloud Computing

• Amazon AWS
• Heroku
• DigitalOcean

Operating System

• Mac OS X

Terminal Emulator

• iTerm2

Unix Shell

• Zsh

Version Control

• Git
• Subversion (SVN)

Package Managers

• Homebrew
• Macports
• pip / virtualenv / virtualenvwrapper

Text Editors

• Sublime Text 2

Productivity

• OmniFocus 2
• Evernote

Miscellaneous

• Click
• cookiecutter
• ZeroMQ
• Protocol Buffers (protobufs)
• Pygments
• NGINX
• uWSGI / Gunicorn