bambinos / bambiLinks
BAyesian Model-Building Interface (Bambi) in Python.
☆1,209Updated 2 weeks ago
Alternatives and similar repositories for bambi
Users that are interested in bambi are comparing it to the libraries listed below
Sorting:
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆708Updated 4 years ago
- 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
- Examples of PyMC models, including a library of Jupyter notebooks.☆355Updated last week
- A Python package for causal inference in quasi-experimental settings☆1,054Updated last week
- [CONTRIBUTORS WELCOME] Generalized Additive Models in Python☆923Updated 3 weeks ago
- PyStan, the Python interface to Stan☆927Updated 4 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆561Updated 2 years ago
- Exploratory analysis of Bayesian models with Python☆1,742Updated 2 weeks ago
- Statistical Rethinking (2nd ed.) with NumPyro☆462Updated 6 months ago
- PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io☆357Updated last year
- Describing statistical models in Python using symbolic formulas☆976Updated this week
- PyMC educational resources☆2,039Updated 10 months ago
- Bayesian Analysis with Python (Second Edition)☆674Updated 2 years ago
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆906Updated 4 years ago
- Bayesian Data Analysis demos for Python☆1,030Updated last month
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆327Updated 5 years ago
- A high-performance implementation of Wilkinson formulas for Python.☆425Updated last month
- Combining tree-boosting with Gaussian process and mixed effects models☆641Updated last week
- Render probabilistic graphical models using matplotlib☆684Updated last week
- How to do Bayesian statistical modelling using numpy and PyMC3☆670Updated 3 years ago
- ☆240Updated 7 years ago
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆688Updated 4 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆232Updated 4 years ago
- A template for scikit-learn extensions☆338Updated 9 months ago
- All the convenience of lme4 in python☆211Updated 2 months ago
- ☆552Updated last year
- Time should be taken seer-iously☆317Updated 2 years ago
- Tools for causal analysis☆1,076Updated 7 months ago
- Statistical package in Python based on Pandas☆1,841Updated 2 months ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,547Updated this week