arviz-devs / arvizLinks
Exploratory analysis of Bayesian models with Python
☆1,774Updated this week
Alternatives and similar repositories for arviz
Users that are interested in arviz are comparing it to the libraries listed below
Sorting:
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆709Updated 4 years ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,236Updated this week
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,597Updated this week
- PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io☆358Updated last year
- PyStan, the Python interface to Stan☆928Updated 4 years ago
- [CONTRIBUTORS WELCOME] Generalized Additive Models in Python☆945Updated last week
- A collection of Bayesian data analysis recipes using PyMC3☆561Updated 2 years ago
- PyMC educational resources☆2,065Updated last year
- Describing statistical models in Python using symbolic formulas☆979Updated last week
- Bayesian Analysis with Python (Second Edition)☆676Updated 2 years ago
- Examples of PyMC models, including a library of Jupyter notebooks.☆363Updated 2 weeks ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆873Updated 5 years ago
- Statistical package in Python based on Pandas☆1,870Updated 3 weeks ago
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆907Updated 4 years ago
- Bayesian Data Analysis demos for Python☆1,038Updated 4 months ago
- Render probabilistic graphical models using matplotlib☆684Updated last week
- Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arra…☆1,221Updated last year
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆691Updated 4 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆466Updated 8 months ago
- Bayesian Modeling and Probabilistic Programming in Python☆9,467Updated last week
- How to do Bayesian statistical modelling using numpy and PyMC3☆672Updated 3 years ago
- Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. …☆2,715Updated this week
- A Python package for causal inference in quasi-experimental settings☆1,097Updated last week
- Scalable Machine Learning with Dask☆944Updated 4 months ago
- With Holoviews, your data visualizes itself.☆2,876Updated this week
- The Python ensemble sampling toolkit for affine-invariant MCMC☆1,563Updated 2 weeks ago
- Python library for Causal AI☆3,143Updated last week
- ☆240Updated 7 years ago
- Fast, flexible and easy to use probabilistic modelling in Python.☆3,507Updated 10 months ago
- Joyplots in Python with matplotlib & pandas☆602Updated last year