arviz-devs / arvizLinks
Exploratory analysis of Bayesian models with Python
☆1,748Updated this 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.☆1,210Updated 3 weeks ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆709Updated 4 years ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,551Updated 2 weeks ago
- PyStan, the Python interface to Stan☆927Updated 4 years ago
- [CONTRIBUTORS WELCOME] Generalized Additive Models in Python☆926Updated last month
- PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io☆358Updated last year
- Bayesian Modeling and Probabilistic Programming in Python☆9,346Updated last week
- PyMC educational resources☆2,043Updated 10 months ago
- Statistical package in Python based on Pandas☆1,846Updated 2 months ago
- A collection of Bayesian data analysis recipes using PyMC3☆561Updated 2 years ago
- Examples of PyMC models, including a library of Jupyter notebooks.☆355Updated this week
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆868Updated 5 years ago
- Describing statistical models in Python using symbolic formulas☆976Updated last week
- Bayesian Analysis with Python (Second Edition)☆675Updated 2 years ago
- Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arra…☆1,217Updated last year
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆689Updated 4 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆463Updated 6 months 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☆1,031Updated last month
- A Python package for causal inference in quasi-experimental settings☆1,063Updated this week
- How to do Bayesian statistical modelling using numpy and PyMC3☆670Updated 3 years ago
- Gaussian processes in TensorFlow☆1,893Updated 5 months ago
- Render probabilistic graphical models using matplotlib☆684Updated last week
- Probabilistic reasoning and statistical analysis in TensorFlow☆4,392Updated last week
- Scalable Machine Learning with Dask☆940Updated last month
- Joyplots in Python with matplotlib & pandas☆602Updated last year
- Extra blocks for scikit-learn pipelines.☆1,368Updated this week
- A template for scikit-learn extensions☆340Updated 9 months ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,801Updated last year
- Additional linear models including instrumental variable and panel data models that are missing from statsmodels.☆1,016Updated 3 weeks ago