mcmc topic

List mcmc repositories

beast-mcmc

179
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69
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Bayesian Evolutionary Analysis Sampling Trees

pymc

8.6k
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2.0k
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Bayesian Modeling and Probabilistic Programming in Python

numpyro

2.1k
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222
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Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

Bayesian-Neural-Networks

1.8k
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295
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Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

BDA_py_demos

979
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298
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Bayesian Data Analysis demos for Python

DBDA-python

669
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263
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Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

BDA_R_demos

553
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204
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Bayesian Data Analysis demos for R

bayadera

362
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24
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High-performance Bayesian Data Analysis on the GPU in Clojure