aloctavodia / BAP
Bayesian Analysis with Python (Second Edition)
☆658Updated last year
Alternatives and similar repositories for BAP:
Users that are interested in BAP are comparing it to the libraries listed below
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆677Updated 3 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆557Updated last year
- How to do Bayesian statistical modelling using numpy and PyMC3☆663Updated 2 years ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆849Updated 4 years ago
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆900Updated 3 years ago
- PyMC educational resources☆1,991Updated 3 months ago
- ☆239Updated 6 years ago
- Bayesian Analysis with Python - Second Edition, published by Packt☆133Updated 4 years ago
- Bayesian Data Analysis demos for Python☆1,008Updated last year
- Examples of PyMC models, including a library of Jupyter notebooks.☆312Updated last week
- ☆515Updated 10 months ago
- ☆230Updated 3 years ago
- Bayesian Analysis with Python by Packt☆217Updated 2 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆273Updated 3 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆455Updated last year
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆156Updated 5 years ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆710Updated 3 years ago
- Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling☆58Updated 6 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆228Updated 4 years ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,141Updated last month
- Statistical Rethinking course in pymc3☆143Updated 4 years ago
- Introduction to Statistical Modeling with Python (PyCon 2017)☆166Updated 4 years ago
- my blog☆266Updated 2 years ago
- Tutorial: Bayesian Statistical Analysis in Python☆318Updated 5 years ago
- A Python package for causal inference in quasi-experimental settings☆965Updated last week
- Code for a tutorial on Bayesian Statistics by Allen Downey.☆351Updated 4 years ago
- Bayesian Data Analysis course at Aalto☆2,189Updated 2 months ago
- A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)☆165Updated 3 years ago
- legend☆199Updated last year
- Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.☆150Updated 9 months ago