recluze/hands-on-analysis-python
PyCon 2015
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
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PyCon 2015
PyCon 2015 Pandas tutorial materials
PyMC version 3
Demos and tutorials around Torch7.