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The Top 10 Bayesian Methods Open Source Projects

Open source projects categorized as Bayesian Methods
Categories  > Science  > Bayesian Methods
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CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers ⭐ 26,097
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 ;)
dependent packages 0 total releases 0 most recent commit over 2 years ago
blei-lab/edward ⭐ 4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
dependent packages 0 total releases 0 most recent commit over 6 years ago
tensorflow/probability ⭐ 4,028
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 0 total releases 0 most recent commit about 2 years ago
stan-dev/stan ⭐ 2,484
Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
dependent packages 0 total releases 0 most recent commit about 2 years ago
uber/orbit ⭐ 1,776
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 0 total releases 0 most recent commit about 2 years ago
krasserm/bayesian-machine-learning ⭐ 1,587
Notebooks about Bayesian methods for machine learning
dependent packages 0 total releases 0 most recent commit about 3 years ago
google/uncertainty-baselines ⭐ 1,324
High-quality implementations of standard and SOTA methods on a variety of tasks.
dependent packages 0 total releases 0 most recent commit over 2 years ago
google/edward2 ⭐ 656
A simple probabilistic programming language.
dependent packages 0 total releases 0 most recent commit over 2 years ago
ericmjl/bayesian-analysis-recipes ⭐ 510
A collection of Bayesian data analysis recipes using PyMC3
dependent packages 0 total releases 0 most recent commit over 4 years ago
stan-dev/rstanarm ⭐ 371
rstanarm R package for Bayesian applied regression modeling
dependent packages 0 total releases 0 most recent commit over 2 years ago
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