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The Top 23 Python Machine Learning Bayesian Inference Open Source Projects

Open source projects categorized as Python Machine Learning Bayesian Inference
Categories > Machine Learning > Bayesian Inference
Categories > Machine Learning > Machine Learning
Numpy Ml ⭐ 14,162
Machine learning, in numpy
total releases 3most recent commit 6 months ago
Pyro ⭐ 8,356
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34most recent commit 4 days agopypi pyro-ppl} Downloads
Awesome Normalizing Flows ⭐ 1,232
Awesome resources on normalizing flows.
most recent commit 4 months ago
Fortuna ⭐ 824
A Library for Uncertainty Quantification.
most recent commit 3 months ago
Sbi ⭐ 476
Simulation-based inference toolkit
dependent packages 5total releases 38most recent commit 3 months agopypi sbi} Downloads
Bnlearn ⭐ 406
Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
dependent packages 4total releases 73most recent commit 5 months agopypi bnlearn} Downloads
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55most recent commit 3 months agopypi gpjax} Downloads
Zeus ⭐ 197
⚡️ zeus: Lightning Fast MCMC ⚡️
dependent packages 6total releases 21most recent commit a year agopypi zeus-mcmc} Downloads
Probabilistic Models ⭐ 196
Collection of probabilistic models and inference algorithms
most recent commit 4 years ago
Bayesianrecurrentnn ⭐ 196
Implementation of Bayesian Recurrent Neural Networks by Fortunato et. al
most recent commit 5 years ago
Gpax ⭐ 163
Gaussian Processes for Experimental Sciences
total releases 8most recent commit 3 months ago
Ml_algo_in_depth ⭐ 124
ML algorithms in depth
most recent commit a year ago
Paramonte ⭐ 112
ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.
total releases 38most recent commit 3 years ago
Probflow ⭐ 108
A Python package for building Bayesian models with TensorFlow or PyTorch
total releases 12most recent commit 3 years ago
Pyvbmc ⭐ 97
PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python
most recent commit 7 months ago
Mxfusion ⭐ 93
Modular Probabilistic Programming on MXNet
total releases 7most recent commit 5 years ago
Pymc Example Project ⭐ 87
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
most recent commit 5 years ago
Gammy ⭐ 71
🐙 Generalized additive models in Python with a Bayesian twist
total releases 12most recent commit 4 months ago
Delfi ⭐ 57
Density estimation likelihood-free inference
total releases 29most recent commit 4 years ago
Pybgmm ⭐ 49
Bayesian inference for Gaussian mixture model with some novel algorithms
most recent commit 6 years ago
Pylda ⭐ 44
A Latent Dirichlet Allocation implementation in Python.
most recent commit 5 years ago
Pocomc ⭐ 39
pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation
total releases 20most recent commit a year ago
Harmonic ⭐ 36
Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection
total releases 11most recent commit 4 months ago
The 6 Most Depended On Python Machine Learning Bayesian Inference Open Source Projects
Pyro ⭐ 8,356
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34latest release July 29, 2023most recent commit 4 days agopypi pyro-ppl} Downloads
Zeus ⭐ 197
⚡️ zeus: Lightning Fast MCMC ⚡️
dependent packages 6total releases 21latest release January 12, 2023most recent commit a year agopypi zeus-mcmc} Downloads
Sbi ⭐ 476
Simulation-based inference toolkit
dependent packages 5total releases 38latest release December 04, 2023most recent commit 3 months agopypi sbi} Downloads
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55latest release November 27, 2023most recent commit 3 months agopypi gpjax} Downloads
Bnlearn ⭐ 406
Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
dependent packages 4total releases 73latest release November 15, 2023most recent commit 5 months agopypi bnlearn} Downloads
Nessai ⭐ 29
nessai: Nested Sampling with Artificial Intelligence
dependent packages 2total releases 22latest release November 09, 2023most recent commit 4 months agopypi nessai} Downloads
The 10 Latest Releases In Python Machine Learning Bayesian Inference Open Source Projects
Sbi ⭐ 476
Simulation-based inference toolkit
dependent packages 5total releases 38latest release December 04, 2023most recent commit 3 months agopypi sbi} Downloads
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55latest release November 27, 2023most recent commit 3 months agopypi gpjax} Downloads
Bnlearn ⭐ 406
Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
dependent packages 4total releases 73latest release November 15, 2023most recent commit 5 months agopypi bnlearn} Downloads
Nessai ⭐ 29
nessai: Nested Sampling with Artificial Intelligence
dependent packages 2total releases 22latest release November 09, 2023most recent commit 4 months agopypi nessai} Downloads
Gpax ⭐ 163
Gaussian Processes for Experimental Sciences
total releases 8latest release October 11, 2023most recent commit 3 months ago
Trilearn ⭐ 12
Bayesian structure learning and classification in decomposable graphical models.
total releases 34latest release September 29, 2023most recent commit 3 months ago
Pyro ⭐ 8,356
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34latest release July 29, 2023most recent commit 4 days agopypi pyro-ppl} Downloads
Zeus ⭐ 197
⚡️ zeus: Lightning Fast MCMC ⚡️
dependent packages 6total releases 21latest release January 12, 2023most recent commit a year agopypi zeus-mcmc} Downloads
Pocomc ⭐ 39
pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation
total releases 20latest release November 09, 2022most recent commit a year ago
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