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1. Probabilistic-Programming-and-Bayesian-Methods-for-Hackers Probabilistic-Programming-and-Bayesian-Methods-for-Hackers Public

   Forked from CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

   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 ;)

   Python

2. Bayesian-Modelling-in-Python Bayesian-Modelling-in-Python Public

   Forked from markdregan/Bayesian-Modelling-in-Python

   A python tutorial on bayesian modeling techniques (PyMC3)

   Jupyter Notebook

3. sampyl sampyl Public

   Forked from mcleonard/sampyl

   MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice

   Jupyter Notebook

4. Kalman-and-Bayesian-Filters-in-Python Kalman-and-Bayesian-Filters-in-Python Public

   Forked from rlabbe/Kalman-and-Bayesian-Filters-in-Python

   Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

   Jupyter Notebook

5. Mining-the-Social-Web-2nd-Edition Mining-the-Social-Web-2nd-Edition Public

   Forked from ptwobrussell/Mining-the-Social-Web-2nd-Edition

   The official online compendium for Mining the Social Web, 2nd Edition (O'Reilly, 2013)

   HTML

6. solomonoff-induction solomonoff-induction Public

   Forked from alexaltair/solomonoff-induction

   Solomonoff induction, plain and simple.

   Python