Alternatives and similar repositories for pymc4:

Users that are interested in pymc4 are comparing it to the libraries listed below

• stan-dev / pystan2
  PyStan, the Python interface to Stan
  ☆924Updated 4 years ago
• bambinos / bambi
  BAyesian Model-Building Interface (Bambi) in Python.
  ☆1,139Updated 2 weeks ago
• ericmjl / bayesian-analysis-recipes
  A collection of Bayesian data analysis recipes using PyMC3
  ☆557Updated last year
• luke14free / pm-prophet
  GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3
  ☆327Updated 4 years ago
• fehiepsi / rethinking-numpyro
  Statistical Rethinking (2nd ed.) with NumPyro
  ☆452Updated last year
• aloctavodia / Statistical-Rethinking-with-Python-and-PyMC3
  Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
  ☆847Updated 4 years ago
• junpenglao / advance-bayesian-modelling-with-PyMC3
  ☆237Updated 6 years ago
• pymc-devs / pymc-examples
  Examples of PyMC models, including a library of Jupyter notebooks.
  ☆312Updated this week
• dswah / pyGAM
  [HELP REQUESTED] Generalized Additive Models in Python
  ☆887Updated 8 months ago
• pymc-learn / pymc-learn
  pymc-learn: Practical probabilistic machine learning in Python
  ☆227Updated 4 years ago
• daft-dev / daft
  Render probabilistic graphical models using matplotlib
  ☆677Updated this week
• pydata / patsy
  Describing statistical models in Python using symbolic formulas
  ☆965Updated this week
• aloctavodia / Doing_bayesian_data_analysis
  Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke
  ☆899Updated 3 years ago
• stan-dev / pystan
  PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io
  ☆349Updated 8 months ago
• arviz-devs / arviz
  Exploratory analysis of Bayesian models with Python
  ☆1,663Updated last week
• pyro-ppl / numpyro
  Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
  ☆2,409Updated this week
• fonnesbeck / Bayes_Computing_Course
  ☆230Updated 3 years ago
• ericmjl / bayesian-stats-modelling-tutorial
  How to do Bayesian statistical modelling using numpy and PyMC3
  ☆664Updated 2 years ago
• JWarmenhoven / DBDA-python
  Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
  ☆677Updated 3 years ago
• fehiepsi / rethinking-pyro
  Statistical Rethinking with PyTorch and Pyro
  ☆163Updated 5 years ago
• aloctavodia / BAP
  Bayesian Analysis with Python (Second Edition)
  ☆657Updated last year
• mcleonard / sampyl
  MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice
  ☆335Updated 2 years ago
• ksachdeva / rethinking-tensorflow-probability
  Statistical Rethinking (2nd Ed) with Tensorflow Probability
  ☆273Updated 3 years ago
• pymc-devs / pymc2
  THIS IS THE **OLD** PYMC PROJECT (VERSION 2). PLEASE USE PYMC INSTEAD:
  ☆880Updated 4 years ago
• rlouf / mcx
  Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.
  ☆329Updated 11 months ago
• pyprob / pyprob
  A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch
  ☆391Updated 10 months ago
• GPflow / GPflow
  Gaussian processes in TensorFlow
  ☆1,867Updated last month
• twiecki / WhileMyMCMCGentlySamples
  my blog
  ☆266Updated 2 years ago
• pymc-devs / pymc-resources
  PyMC educational resources
  ☆1,991Updated 2 months ago
• avehtari / BDA_py_demos
  Bayesian Data Analysis demos for Python
  ☆1,007Updated last year