AllenDowney / BayesMadeSimple
Code for a tutorial on Bayesian Statistics by Allen Downey.
☆351Updated 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☆679Updated 3 years ago
- Code for a workshop on statistical interference using computational methods in Python.☆224Updated 4 years ago
- Tutorial: Bayesian Statistical Analysis in Python☆318Updated 5 years ago
- ☆230Updated 3 years ago
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆900Updated 3 years ago
- Advanced Statistical Computing at Vanderbilt University Medical Center's Department of Biostatistics☆541Updated 2 years ago
- How to do Bayesian statistical modelling using numpy and PyMC3☆664Updated 2 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆558Updated last year
- An introduction to Bayesian statistics using Python and (coming soon) R.☆131Updated last year
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆850Updated 4 years ago
- Jupyter Notebooks derived from Allen Downey's book Think Bayes.☆395Updated 9 years ago
- Statistical Rethinking course in pymc3☆143Updated 4 years ago
- Resources for STA 633 class☆167Updated 7 years ago
- ☆240Updated 6 years ago
- A collection of notebook to learn the Applied Predictive Modeling using Python.☆274Updated 8 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆273Updated 3 years ago
- PyMC3 tutorial for DataScience LA (January 2017)☆67Updated 6 years ago
- A Little Book of Python for Multivariate Analysis☆86Updated 9 years ago
- ☆80Updated 8 years ago
- ☆90Updated 4 years ago
- ☆318Updated 3 years ago
- Presented at Scipy Conference 2019☆125Updated 5 years ago
- Reproducible Data Analysis Workflow in Jupyter☆118Updated 6 years ago
- Doing Bayesian statistics in Python!☆67Updated 7 years ago
- Example Python DS project☆71Updated 6 years ago
- Scikit-Learn Tutorial for PyData Seattle 2015☆137Updated 9 years ago
- Scipy 2017 scikit-learn tutorial by Alex Gramfort and Andreas Mueller☆285Updated 7 years ago
- Code material for a data science tutorial☆198Updated 7 years ago
- Bayesian Data Analysis demos for Python☆1,009Updated last year