Exploratory analysis of Bayesian models with Python
☆1,780Feb 11, 2026Updated last week
Alternatives and similar repositories for arviz
Users that are interested in arviz are comparing it to the libraries listed below
Sorting:
- BAyesian Model-Building Interface (Bambi) in Python.☆1,243Updated this week
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,607Updated this week
- Bayesian Modeling and Probabilistic Programming in Python☆9,487Updated this week
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆709Oct 4, 2021Updated 4 years ago
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆1,014Feb 3, 2026Updated 2 weeks ago
- PyMC educational resources☆2,070Dec 23, 2024Updated last year
- Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arra…☆1,219Nov 15, 2024Updated last year
- Exploring and eliciting probability distributions☆161Feb 11, 2026Updated last week
- Probabilistic reasoning and statistical analysis in TensorFlow☆4,409Feb 12, 2026Updated last week
- Deep universal probabilistic programming with Python and PyTorch☆8,976Jul 9, 2025Updated 7 months ago
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆330Mar 20, 2024Updated last year
- pymc-learn: Practical probabilistic machine learning in Python☆232Jan 24, 2021Updated 5 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆468May 4, 2025Updated 9 months ago
- Describing statistical models in Python using symbolic formulas☆977Feb 9, 2026Updated last week
- Python wrapper for nuts-rs☆189Updated this week
- PyStan, the Python interface to Stan☆928Feb 17, 2021Updated 5 years ago
- A highly efficient implementation of Gaussian Processes in PyTorch☆3,829Feb 13, 2026Updated last week
- Examples of PyMC models, including a library of Jupyter notebooks.☆369Updated this week
- A Python package for causal inference in quasi-experimental settings☆1,104Updated this week
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆326Oct 2, 2020Updated 5 years ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆876Jun 15, 2020Updated 5 years ago
- N-D labeled arrays and datasets in Python☆4,096Updated this week
- Render probabilistic graphical models using matplotlib☆684Updated this week
- Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. …☆2,719Updated this week
- Just a little MCMC☆235Jun 25, 2024Updated last year
- Fast, flexible and easy to use probabilistic modelling in Python.☆3,507Mar 6, 2025Updated 11 months ago
- State of the art inference for your bayesian models.☆233Jan 14, 2026Updated last month
- Formulas for mixed-effects models in Python☆63Feb 9, 2026Updated last week
- Statistical package in Python based on Pandas☆1,873Feb 9, 2026Updated last week
- A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.☆2,034Jun 5, 2025Updated 8 months ago
- Bayesian inference with probabilistic programming.☆2,206Feb 15, 2026Updated last week
- Functional tensors for probabilistic programming☆245Aug 31, 2023Updated 2 years ago
- Presented at Scipy Conference 2019☆128Mar 22, 2020Updated 5 years ago
- DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a uni…☆7,958Feb 13, 2026Updated last week
- Declarative visualization library for Python☆10,264Updated this week
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,841Mar 18, 2024Updated last year
- Bayesian Analysis with Python (Second Edition)☆676Aug 29, 2023Updated 2 years ago
- Bayesian optimization in PyTorch☆3,465Updated this week
- Bayesian Regression Models in Pyro☆74Jul 25, 2024Updated last year