python libraries

python_libraries.md

modeling

• sofia-ml https://code.google.com/p/sofia-ml/
• scikit-learn
• gensim http://radimrehurek.com/gensim/
• StatsModels http://statsmodels.sourceforge.net/
• PyMC http://pymc-devs.github.io/pymc/
• emcee http://dan.iel.fm/emcee/current/
  • Goodman & Weare’s Affine Invariant Markov chain Monte Carlo (MCMC) Ensemble sampler
• Stan http://mc-stan.org/
• gensim http://radimrehurek.com/gensim
  • topic modeling

network analysis

• python-igraph http://igraph.org/python/
• networkx

plotting

• matplotlib
• ggplot2 https://github.com/yhat/ggplot/

data analysis

• pandas http://pandas.pydata.org/
  • "easy-to-use data structures and data analysis tools"