Probabilistic Programming And Bayesian Methods For Hackers Alternatives
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 ;)
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Probabilistic Programming And Bayesian Methods For Hackers | 26,817 | 10 months ago | 203 | mit | Jupyter Notebook | |||||
| 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 ;) | ||||||||||
| Edward | 4,503 |  | 39 | 1 | 6 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 | a year ago | 51 | November 20, 2023 | 652 | apache-2.0 | Jupyter Notebook |
| Probabilistic reasoning and statistical analysis in TensorFlow | ||||||||||
| Uncertainty Baselines | 1,324 | a year 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 | a year ago | 2 | May 06, 2021 | 75 | apache-2.0 | Jupyter Notebook | |
| A simple probabilistic programming language. | ||||||||||
| Probflow | 108 | 4 years ago | 12 | December 28, 2020 | 16 | mit | Python | |||
| A Python package for building Bayesian models with TensorFlow or PyTorch | ||||||||||
| Toolbox | 104 | 4 years ago | 46 | apache-2.0 | Java | |||||
| A Java Toolbox for Scalable Probabilistic Machine Learning | ||||||||||
| Birch | 101 | 2 years ago | 3 | apache-2.0 | C++ | |||||
| A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods. | ||||||||||
| Bayesian Cognitive Modeling In Pymc3 | 90 | 7 years ago | Jupyter Notebook | |||||||
| PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course | ||||||||||
| Thunderbayesr | 15 | 3 years ago | mit | R | ||||||
| An R Package for Bayesian Nonparametric Clustering. We plan to implement several models. | ||||||||||
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