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The Top 22 Python Bayesian Inference Mcmc Open Source Projects

Open source projects categorized as Python Bayesian Inference Mcmc
Categories > Machine Learning > Bayesian Inference
Pymc ⭐ 8,128
Bayesian Modeling and Probabilistic Programming in Python
dependent packages 106total releases 36most recent commit 7 days agopypi pymc3} Downloads
Numpyro ⭐ 1,966
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 72total releases 26most recent commit 3 months agopypi numpyro} Downloads
Bda_py_demos ⭐ 851
Bayesian Data Analysis demos for Python
most recent commit 2 years ago
Bayespy ⭐ 666
Bayesian Python: Bayesian inference tools for Python
total releases 5most recent commit a year ago
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
Pythonmcmc ⭐ 119
A list of Python-based MCMC & ABC packages
most recent commit 3 months 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
Geobipy ⭐ 75
Geophysical Bayesian Inference in Python. Docs:
most recent commit 3 months ago
Uqtk ⭐ 62
Sandia Uncertainty Quantification Toolkit
most recent commit 4 months ago
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295most recent commit 3 months agopypi autofit} Downloads
Bdapy ⭐ 45
Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python
most recent commit 9 years ago
Webmc3 ⭐ 43
A web interface for exploring PyMC3 traces
most recent commit 6 years ago
Pocomc ⭐ 39
pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation
total releases 20most recent commit a year ago
Carma_pack ⭐ 36
MCMC Sampler for Performing Bayesian Inference on Continuous Time Autoregressive Models.
most recent commit 10 months ago
Pysgmcmc ⭐ 23
Stochastic Gradient MCMC Methods for Tensorflow
most recent commit 6 years ago
3dmmdepthfitting ⭐ 15
Efficient 3D Morphable Model Face Fitting using Depth Sensing Technologies
most recent commit 2 years ago
Bayesian Modeling ⭐ 9
Case studies with Bayesian methods
most recent commit 9 months ago
Autoemcee ⭐ 8
Run MCMC automatically to convergence
most recent commit 9 months ago
Probabilistic Programming Packages ⭐ 6
Trying out different probabilistic programming packages on the same statistical model
most recent commit a year ago
Pymc Advi Hmc Demo ⭐ 5
Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
most recent commit 5 years ago
H0rton ⭐ 5
Deep Modeling of Strong Gravitational Time Delay Lenses for Bayesian Inference of the Hubble Constant
total releases 1most recent commit 3 years ago
The 4 Most Depended On Python Bayesian Inference Mcmc Open Source Projects
Pymc ⭐ 8,128
Bayesian Modeling and Probabilistic Programming in Python
dependent packages 106total releases 36latest release March 15, 2022most recent commit 7 days agopypi pymc3} Downloads
Numpyro ⭐ 1,966
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 72total releases 26latest release September 24, 2023most recent commit 3 months agopypi numpyro} Downloads
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295latest release October 23, 2023most recent commit 3 months agopypi autofit} Downloads
Zeus ⭐ 197
⚡️ zeus: Lightning Fast MCMC ⚡️
dependent packages 6total releases 21latest release January 12, 2023most recent commit a year agopypi zeus-mcmc} Downloads
The 8 Latest Releases In Python Bayesian Inference Mcmc Open Source Projects
Pyautofit ⭐ 54
PyAutoFit: Classy Probabilistic Programming
dependent packages 6total releases 295latest release October 23, 2023most recent commit 3 months agopypi autofit} Downloads
Numpyro ⭐ 1,966
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
dependent packages 72total releases 26latest release September 24, 2023most recent commit 3 months agopypi numpyro} 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
Pymc ⭐ 8,128
Bayesian Modeling and Probabilistic Programming in Python
dependent packages 106total releases 36latest release March 15, 2022most recent commit 7 days agopypi pymc3} Downloads
Bayespy ⭐ 666
Bayesian Python: Bayesian inference tools for Python
total releases 5latest release March 20, 2021most recent commit a year ago
H0rton ⭐ 5
Deep Modeling of Strong Gravitational Time Delay Lenses for Bayesian Inference of the Hubble Constant
total releases 1latest release December 01, 2020most recent commit 3 years ago
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