bayesian-methods topic

List bayesian-methods repositories

deep-kernel-transfer

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Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)

pints

213
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32
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Probabilistic Inference on Noisy Time Series

probflow

166
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A Python package for building Bayesian models with TensorFlow or PyTorch

ForneyLab.jl

148
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35
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Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.

toolbox

118
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35
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A Java Toolbox for Scalable Probabilistic Machine Learning

DA-tutorials

129
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Tutorials on data assimilation (DA) and the EnKF

rethinking-2ed-julia

117
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18
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Port of Statistical Rethinking (2nd edition) code to Julia

Bayesian-Cognitive-Modeling-in-Pymc3

96
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21
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PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course