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Simple reference and tools for working with probability distributions

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Dist(ribution)s


A set of quick reference and exploration utilities for choosing appropriate probability distributions for bayesian and other modeling using scipy, numpy, and pymc

  • reference.md: table of key info for common probability distributions
  • playground.ipynb: notebook with some interactive tools, including fine tuning distribution parameters, fitting a distribution to existing data, and fitting a distribution to an intuition or qualitative understanding of your problem
  • Distribution Explorer, which is a fantastic resource for more specific/indepth info

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Simple reference and tools for working with probability distributions

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