ericmjl / bayesian-stats-modelling-tutorialLinks
How to do Bayesian statistical modelling using numpy and PyMC3
☆666Updated 3 years ago
Alternatives and similar repositories for bayesian-stats-modelling-tutorial
Users that are interested in bayesian-stats-modelling-tutorial are comparing it to the libraries listed below
Sorting:
- A collection of Bayesian data analysis recipes using PyMC3☆560Updated last year
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆683Updated 3 years ago
- Bayesian Analysis with Python (Second Edition)☆666Updated last year
- ☆231Updated 3 years ago
- ☆240Updated 7 years ago
- Introduction to Statistical Modeling with Python (PyCon 2017)☆168Updated 4 years ago
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆159Updated 5 years ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆859Updated 5 years ago
- Code for a tutorial on Bayesian Statistics by Allen Downey.☆353Updated 4 years ago
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆903Updated 3 years ago
- PyMC educational resources☆2,023Updated 6 months ago
- Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling☆58Updated 7 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆272Updated 3 years ago
- ☆534Updated last year
- pymc-learn: Practical probabilistic machine learning in Python☆230Updated 4 years ago
- Statistical Rethinking course in pymc3☆143Updated 5 years ago
- Data Analysis Baseline Library☆727Updated 6 months ago
- Notebooks for the Altair tutorial☆358Updated 5 years ago
- A template for scikit-learn extensions☆333Updated 5 months ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆327Updated 4 years ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,176Updated 3 weeks ago
- Examples of PyMC models, including a library of Jupyter notebooks.☆339Updated last week
- Introduction to Machine learning with Python, 4h interactive workshop☆311Updated 5 years ago
- Code to compute permutation and drop-column importances in Python scikit-learn models☆618Updated 3 months ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆712Updated 3 years ago
- Joyplots in Python with matplotlib & pandas☆593Updated last year
- Bayesian Analysis with Python by Packt☆218Updated 2 years ago
- Tutorial: Bayesian Statistical Analysis in Python☆319Updated 6 years ago
- A tutorial for widgets☆402Updated 10 months ago
- Time should be taken seer-iously☆317Updated 2 years ago