PyMC

Pinned Repositories

nutpie
Python wrapper for nuts-rs
Language:Jupyter Notebook89 18 429
pymc
Bayesian Modeling and Probabilistic Programming in Python
Language:Python8.2k 225 3.2k1.9k
pymc-data-umbrella
Website: Data Umbrella & PyMC open source sessions
Language:Jupyter Notebook26 12 7238
pymc-examples
Examples of PyMC models, including a library of Jupyter notebooks.
Language:Python250 23 261194
pymc-experimental
Language:Jupyter Notebook69 16 11742
pymc-resources
PyMC educational resources
Language:Jupyter Notebook1.9k 65 75735
pymc2
THIS IS THE **OLD** PYMC PROJECT (VERSION 2). PLEASE USE PYMC INSTEAD:
Language:Fortran879 67 153230
pymc4
Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.
Language:Jupyter Notebook712 58 114113
pytensor
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Language:Python258 12 31579
sunode
Solve ODEs fast, with support for PyMC
Language:Jupyter Notebook97 22 1810

PyMC's Repositories

pymc-devs/pymc
Bayesian Modeling and Probabilistic Programming in Python
Language:Python8.2k 225 3.2k1.9k
pymc-devs/pymc-resources
PyMC educational resources
Language:Jupyter Notebook1.9k 65 75735
pymc-devs/pymc2
THIS IS THE **OLD** PYMC PROJECT (VERSION 2). PLEASE USE PYMC INSTEAD:
Language:Fortran879 67 153230
pymc-devs/pymc4
Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.
Language:Jupyter Notebook712 58 114113
pymc-devs/pytensor
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Language:Python258 12 31579
pymc-devs/pymc-examples
Examples of PyMC models, including a library of Jupyter notebooks.
Language:Python250 23 261194
pymc-devs/sunode
Solve ODEs fast, with support for PyMC
Language:Jupyter Notebook97 22 1810
pymc-devs/nutpie
Python wrapper for nuts-rs
Language:Jupyter Notebook89 18 429
pymc-devs/pymc-bart
Language:Python77 17 4915
pymc-devs/pymc-experimental
Language:Jupyter Notebook69 16 11742
pymc-devs/symbolic-pymc
Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.
Language:Python61 23 448
pymc-devs/nuts-rs
A implementation of NUTS in rust
Language:Rust53 20 33
pymc-devs/pymc-data-umbrella
Website: Data Umbrella & PyMC open source sessions
Language:Jupyter Notebook26 12 7238
pymc-devs/pymc4_prototypes
Experimental code for porting PyMC to alternative backends
Language:Jupyter Notebook26 34 26
pymc-devs/mcbackend
A backend for storing MCMC draws.
Language:Python14 6 365
pymc-devs/pymc.io
PyMC project website and blog!
Language:Jupyter Notebook12 17 3738
pymc-devs/video-timestamps
Crowd sourced timestamps for PyMC Youtube videos
6 11 2512
pymc-devs/pymcon
Website for PyMCon
Language:HTML5 12 1612
pymc-devs/pymcon_web_series_website
Language:HTML5 9 4711
pymc-devs/pymc3-experimental
PyMC3 experimental features not ready to be included in PyMC3 (yet)
Language:Python3 9 01
pymc-devs/pymc_workflow_analyzer
Language:Python3 11 71
pymc-devs/brand
Branding resources, logos
2 21 113
pymc-devs/paper_v5
Language:Jupyter Notebook2 11 13
pymc-devs/communication
1 21 171
pymc-devs/design-notes
1 9 0
pymc-devs/pymc-sphinx-theme
A thin sphinx theme to customize pydata-sphinx-theme consistently cross PyMC websites.
Language:HTML1 10 2
pymc-devs/.github
31 0
pymc-devs/aeppl
Tools for an Aesara-based PPL.
Language:Python2 0
pymc-devs/pymc-hmm
Hidden Markov models in PyMC
Language:Python2 0
pymc-devs/pymc-sandbox
Binder environment config for example notebook to run on
14 1