AllenDowney / BayesMadeSimple
Code for a tutorial on Bayesian Statistics by Allen Downey.
☆349Updated 4 years ago
Alternatives and similar repositories for BayesMadeSimple:
Users that are interested in BayesMadeSimple are comparing it to the libraries listed below
- Introduction to Statistical Modeling with Python (PyCon 2017)☆166Updated 4 years ago
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆676Updated 3 years ago
- Tutorial: Bayesian Statistical Analysis in Python☆316Updated 5 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆555Updated last year
- Jupyter Notebooks derived from Allen Downey's book Think Bayes.☆395Updated 8 years ago
- ☆231Updated 3 years ago
- Code for a workshop on statistical interference using computational methods in Python.☆219Updated 3 years ago
- Advanced Statistical Computing at Vanderbilt University Medical Center's Department of Biostatistics☆538Updated 2 years ago
- How to do Bayesian statistical modelling using numpy and PyMC3☆662Updated 2 years ago
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆897Updated 3 years ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆844Updated 4 years ago
- Bayesian Data Analysis demos for Python☆1,004Updated last year
- ☆237Updated 6 years ago
- ☆80Updated 8 years ago
- Statistical Rethinking course in pymc3☆142Updated 4 years ago
- Presented at Scipy Conference 2019☆125Updated 4 years ago
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆156Updated 4 years ago
- my blog☆267Updated 2 years ago
- ☆90Updated 4 years ago
- An introduction to Bayesian statistics using Python and (coming soon) R.☆129Updated last year
- PyMC3 tutorial for DataScience LA (January 2017)☆67Updated 6 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆272Updated 3 years ago
- Resources for STA 633 class☆166Updated 7 years ago
- Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).☆378Updated 9 years ago
- ☆318Updated 3 years ago
- Bayesian Analysis with Python by Packt☆216Updated 2 years ago
- Tutorial on "Modern Optimization Methods in Python"☆250Updated 2 years ago
- Scipy 2017 scikit-learn tutorial by Alex Gramfort and Andreas Mueller☆285Updated 7 years ago
- ☆158Updated 2 years ago
- A collection of notebook to learn the Applied Predictive Modeling using Python.☆271Updated 8 years ago