probabilistic-programming topic

List probabilistic-programming repositories

edward

4.8k
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761
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A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

probability

4.1k
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1.1k
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Probabilistic reasoning and statistical analysis in TensorFlow

orbit

1.8k
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134
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A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

uncertainty-baselines

1.4k
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198
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High-quality implementations of standard and SOTA methods on a variety of tasks.

edward2

670
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74
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A simple probabilistic programming language.

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.

Gen.jl

1.8k
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159
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A general-purpose probabilistic programming system with programmable inference

pystan2

921
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191
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PyStan, the Python interface to Stan

Algorithm

831
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84
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Algorithm is a library of tools that is used to create intelligent applications.

webppl

609
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89
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Probabilistic programming for the web