arviz-devs / arvizLinks
Exploratory analysis of Bayesian models with Python
☆1,704Updated 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.☆712Updated 3 years ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,176Updated 3 weeks ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,482Updated last month
- PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io☆355Updated last year
- A collection of Bayesian data analysis recipes using PyMC3☆560Updated last year
- Statistical package in Python based on Pandas☆1,796Updated 3 months ago
- [HELP REQUESTED] Generalized Additive Models in Python☆897Updated last year
- Describing statistical models in Python using symbolic formulas☆967Updated this week
- Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arra…☆1,211Updated 7 months ago
- PyStan, the Python interface to Stan☆928Updated 4 years ago
- Bayesian Analysis with Python (Second Edition)☆666Updated last year
- Examples of PyMC models, including a library of Jupyter notebooks.☆339Updated last week
- Statistical Rethinking (2nd ed.) with NumPyro☆461Updated 2 months ago
- PyMC educational resources☆2,023Updated 6 months ago
- Bayesian Modeling and Probabilistic Programming in Python☆9,110Updated this week
- Render probabilistic graphical models using matplotlib☆680Updated last week
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆859Updated 5 years ago
- Extra blocks for scikit-learn pipelines.☆1,347Updated 2 weeks ago
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆903Updated 3 years ago
- Additional linear models including instrumental variable and panel data models that are missing from statsmodels.☆993Updated 2 weeks ago
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆683Updated 3 years ago
- A high-performance implementation of Wilkinson formulas for Python.☆394Updated 6 months ago
- Clean APIs for data cleaning. Python implementation of R package Janitor☆1,429Updated this week
- Scalable Machine Learning with Dask☆940Updated 2 months ago
- Fast NumPy array functions written in C☆1,127Updated last month
- How to do Bayesian statistical modelling using numpy and PyMC3☆666Updated 3 years ago
- N-D labeled arrays and datasets in Python☆3,901Updated this week
- A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews☆1,210Updated this week
- Sequential model-based optimization with a `scipy.optimize` interface☆2,781Updated last year
- Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. …☆2,671Updated this week