ericmjl / bayesian-analysis-recipesLinks
A collection of Bayesian data analysis recipes using PyMC3
☆562Updated last year
Alternatives and similar repositories for bayesian-analysis-recipes
Users that are interested in bayesian-analysis-recipes are comparing it to the libraries listed below
Sorting:
- How to do Bayesian statistical modelling using numpy and PyMC3☆668Updated 3 years ago
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆686Updated 4 years ago
- ☆240Updated 7 years ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆863Updated 5 years ago
- Bayesian Analysis with Python (Second Edition)☆668Updated 2 years ago
- ☆232Updated 3 years ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆712Updated 3 years ago
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆904Updated 4 years ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆327Updated 4 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆230Updated 4 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆272Updated 3 years ago
- Statistical Rethinking course in pymc3☆143Updated 5 years ago
- Bayesian Data Analysis demos for Python☆1,018Updated this week
- BAyesian Model-Building Interface (Bambi) in Python.☆1,196Updated this week
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆160Updated 5 years ago
- Introduction to Statistical Modeling with Python (PyCon 2017)☆169Updated 4 years ago
- ☆159Updated 3 years ago
- A template for scikit-learn extensions☆335Updated 7 months ago
- Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling☆58Updated 7 years ago
- Code for a tutorial on Bayesian Statistics by Allen Downey.☆356Updated 4 years ago
- In which I try to demystify the fundamental concepts behind Bayesian deep learning.☆123Updated 7 years ago
- PyMC educational resources☆2,028Updated 8 months ago
- Statistical Rethinking (2nd ed.) with NumPyro☆460Updated 4 months ago
- [CONTRIBUTORS WELCOME] Generalized Additive Models in Python☆916Updated last month
- my blog☆268Updated 3 years ago
- Examples of PyMC models, including a library of Jupyter notebooks.☆345Updated last month
- ☆90Updated 4 years ago
- A colourful collection of codes and notebooks, like Planet Sakaar☆55Updated 2 years ago
- Data Analysis Baseline Library☆728Updated 8 months ago
- Time should be taken seer-iously☆317Updated 2 years ago