arviz-devs / arviz
Exploratory analysis of Bayesian models with Python
☆1,652Updated this week
Alternatives and similar repositories for arviz:
Users that are interested in arviz are comparing it to the libraries listed below
- BAyesian Model-Building Interface (Bambi) in Python.☆1,130Updated last month
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆712Updated 3 years ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,396Updated this week
- PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io☆348Updated 7 months ago
- PyStan, the Python interface to Stan☆922Updated 4 years ago
- Examples of PyMC models, including a library of Jupyter notebooks.☆310Updated this week
- Bayesian Modeling and Probabilistic Programming in Python☆8,879Updated last week
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆845Updated 4 years ago
- PyMC educational resources☆1,989Updated last month
- Render probabilistic graphical models using matplotlib☆677Updated last week
- Bayesian Analysis with Python (Second Edition)☆656Updated last year
- A collection of Bayesian data analysis recipes using PyMC3☆555Updated last year
- Statistical Rethinking (2nd ed.) with NumPyro☆451Updated last year
- Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arra…☆1,197Updated 3 months ago
- Describing statistical models in Python using symbolic formulas☆963Updated last week
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆676Updated 3 years ago
- A Python package for causal inference in quasi-experimental settings☆951Updated last week
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆896Updated 3 years ago
- Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. …☆2,632Updated this week
- Probabilistic reasoning and statistical analysis in TensorFlow☆4,294Updated 3 weeks ago
- Statistical package in Python based on Pandas☆1,686Updated 2 months ago
- Bayesian Data Analysis demos for Python☆1,004Updated last year
- How to do Bayesian statistical modelling using numpy and PyMC3☆662Updated 2 years ago
- ELFI - Engine for Likelihood-Free Inference☆272Updated 7 months ago
- ☆511Updated 9 months ago
- Extra blocks for scikit-learn pipelines.☆1,307Updated last month
- Survival analysis in Python☆2,409Updated 3 months ago
- pymc-learn: Practical probabilistic machine learning in Python☆226Updated 4 years ago
- PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.☆421Updated this week
- Gaussian processes in TensorFlow☆1,863Updated last week