Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Edward | 4,503 | 39 | 1 | 4 years ago | 28 | January 22, 2018 | 218 | other | Jupyter Notebook | |
A probabilistic programming language in TensorFlow. Deep generative models, variational inference. | ||||||||||
Probability | 4,028 | 126 | 316 | 2 months ago | 51 | November 20, 2023 | 652 | apache-2.0 | Jupyter Notebook | |
Probabilistic reasoning and statistical analysis in TensorFlow | ||||||||||
Orbit | 1,776 | 1 | 2 months ago | 21 | January 29, 2023 | 54 | other | Python | ||
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood. | ||||||||||
Bayesian Machine Learning | 1,587 | a year ago | 4 | apache-2.0 | Jupyter Notebook | |||||
Notebooks about Bayesian methods for machine learning | ||||||||||
Uncertainty Baselines | 1,324 | 3 months ago | 6 | July 27, 2020 | 120 | apache-2.0 | Python | |||
High-quality implementations of standard and SOTA methods on a variety of tasks. | ||||||||||
Edward2 | 656 | 2 | 4 months ago | 2 | May 06, 2021 | 75 | apache-2.0 | Jupyter Notebook | ||
A simple probabilistic programming language. | ||||||||||
Forneylab.jl | 134 | a year ago | 12 | mit | Julia | |||||
Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs. | ||||||||||
Statrethink_course_in_pymc3 | 119 | 4 years ago | n,ull | Jupyter Notebook | ||||||
Statistical Rethinking course in pymc3 | ||||||||||
Probflow | 108 | 3 years ago | 12 | December 28, 2020 | 16 | mit | Python | |||
A Python package for building Bayesian models with TensorFlow or PyTorch | ||||||||||
Toolbox | 104 | 3 years ago | 46 | apache-2.0 | Java | |||||
A Java Toolbox for Scalable Probabilistic Machine Learning |