notebook.community

API

It's safe to say that every internet service has an API for Python:

Examples:

Weather : https://github.com/csparpa/pyowm
Twitter: https://code.google.com/p/python-twitter/
Fitbit: https://github.com/orcasgit/python-fitbit

Many Domain Specific Librariies

Natural Language Processing: http://www.nltk.org/ [Run the tutorial], see also : http://fbkarsdorp.github.io/python-course/
Graphs: http://networkx.github.io/documentation/latest/gallery.html
Machine Learning: http://scikit-learn.org/stable/auto_examples/manifold/plot_lle_digits.html [Run the example]

Exotic:

Deep Learning: http://deeplearning.net/software/theano/
Survival analysis: https://github.com/CamDavidsonPilon/lifelines
Bayesian inference and MCMC: http://pymcmc.readthedocs.org/en/latest/

Scale:

Multiprocess : http://sebastianraschka.com/Articles/2014_multiprocessing_intro.html [Run the tutorial]
Parallel : http://nbviewer.ipython.org/gist/ogrisel/5115540/Model%20Selection%20for%20the%20Nystroem%20Method.ipynb
Big Data (Spark and BDAS) https://spark.apache.org/examples.html



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