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Calculate area under the ROC and p-values when comparing predictions
Files for my scikit-learn tutorial at PyCon 2013
Lectures on scientific computing with python, as IPython notebooks.
How to do Bayesian statistical modelling using numpy and PyMC3
Python Data Science Handbook: full text in Jupyter Notebooks
Statistical Rethinking with PyTorch and Pyro
Repository containing files for my PyCon 2014 scikit-learn tutorial.
[WIP] Learning resources and practical tips on how to use Jupyter notebooks for fun & profit.
3d plotting for Python in the Jupyter notebook based on IPython widgets using WebGL
Activity From Virtual Screening Code Repository
Code for Stanford CS224u
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programmi...
Bayesian Methods in Astronomy workshop, presented at AAS227
IPython Notebooks to learn Python
Repository with draft content for the Pydantic tutorial at SciPy 2023