bambinos / bambi
BAyesian Model-Building Interface (Bambi) in Python.
☆1,082Updated last week
Related projects ⓘ
Alternatives and complementary repositories for bambi
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆835Updated 4 years ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆712Updated 3 years ago
- PyMC educational resources☆1,964Updated 5 months ago
- A Python package for causal inference in quasi-experimental settings☆914Updated this week
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆892Updated 3 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆554Updated last year
- Exploratory analysis of Bayesian models with Python☆1,612Updated last month
- Examples of PyMC models, including a library of Jupyter notebooks.☆291Updated last month
- Bayesian Data Analysis demos for Python☆997Updated last year
- Statistical Rethinking (2nd ed.) with NumPyro☆449Updated 9 months ago
- PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io☆342Updated 4 months ago
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆673Updated 3 years ago
- PyStan, the Python interface to Stan☆920Updated 3 years ago
- [HELP REQUESTED] Generalized Additive Models in Python☆876Updated 5 months ago
- Describing statistical models in Python using symbolic formulas☆954Updated this week
- A high-performance implementation of Wilkinson formulas for Python.☆345Updated this week
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆329Updated 4 years ago
- Render probabilistic graphical models using matplotlib☆675Updated this week
- ☆237Updated 6 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆223Updated 3 years ago
- Bayesian Analysis with Python (Second Edition)☆649Updated last year
- Statistical package in Python based on Pandas☆1,638Updated last month
- Extra blocks for scikit-learn pipelines.☆1,278Updated this week
- Time should be taken seer-iously☆311Updated last year
- Statistical Rethinking course and book package☆2,173Updated 2 months ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,297Updated this week
- How to do Bayesian statistical modelling using numpy and PyMC3☆658Updated 2 years ago
- Joyplots in Python with matplotlib & pandas☆562Updated 8 months ago
- Combining tree-boosting with Gaussian process and mixed effects models☆571Updated this week
- ☆504Updated 6 months ago