arviz-devs / arvizLinks
Exploratory analysis of Bayesian models with Python
☆1,766Updated 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.☆1,226Updated 2 weeks ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,571Updated this week
- [CONTRIBUTORS WELCOME] Generalized Additive Models in Python☆940Updated this week
- PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io☆359Updated last year
- Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arra…☆1,218Updated last year
- Statistical package in Python based on Pandas☆1,858Updated 3 months ago
- PyStan, the Python interface to Stan☆928Updated 4 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆561Updated 2 years ago
- Bayesian Modeling and Probabilistic Programming in Python☆9,413Updated this week
- Describing statistical models in Python using symbolic formulas☆978Updated last week
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆870Updated 5 years ago
- Render probabilistic graphical models using matplotlib☆683Updated last week
- Examples of PyMC models, including a library of Jupyter notebooks.☆358Updated last week
- PyMC educational resources☆2,048Updated last year
- Bayesian Analysis with Python (Second Edition)☆676Updated 2 years ago
- How to do Bayesian statistical modelling using numpy and PyMC3☆671Updated 3 years ago
- A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews☆1,306Updated this week
- N-D labeled arrays and datasets in Python☆4,043Updated this week
- With Holoviews, your data visualizes itself.☆2,862Updated this week
- Scalable Machine Learning with Dask☆944Updated 2 months ago
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆690Updated 4 years ago
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆906Updated 4 years ago
- High-level tools to simplify visualization in Python.☆903Updated 2 weeks ago
- A high-performance implementation of Wilkinson formulas for Python.☆428Updated 3 months ago
- Clean APIs for data cleaning. Python implementation of R package Janitor☆1,472Updated this week
- Extra blocks for scikit-learn pipelines.☆1,372Updated 2 weeks ago
- Statistical Rethinking (2nd ed.) with NumPyro☆465Updated 7 months ago
- Additional linear models including instrumental variable and panel data models that are missing from statsmodels.☆1,020Updated last week
- Survival analysis in Python☆2,530Updated last year