Mcmc
4 projects
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Probabilistic Programming and Bayesian Methods for HackersJupyter Notebook
An introduction to Bayesian inference and probabilistic programming using Python and PyMC, with a computational-first approach.
#educational#data-science#bayesian-methods
Stars28.2k
Forks7.9k
Last commit
NumPyroPython
A lightweight probabilistic programming library using NumPy and JAX for autograd and JIT compilation to GPU/TPU/CPU.
#variational-inference#jax#gpu-acceleration
Stars2.7k
Forks282
Last commit7 days ago
Bayesian Modelling in PythonJupyter Notebook
A Python tutorial and cookbook for implementing Bayesian modeling techniques using PyMC3.
#pymc3#bayesian-statistics#data-science
Stars2.5k
Forks406
Last commit9 years ago
ArviZTeX
A Python library for exploratory analysis, diagnostics, and visualization of Bayesian models.
#bayesian-statistics#statistical-inference#data-science
Stars1.8k
Forks493
Last commit21 days ago
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