AllenDowney / BiteSizeBayesLinks
An introduction to Bayesian statistics using Python and (coming soon) R.
☆134Updated 2 years ago
Alternatives and similar repositories for BiteSizeBayes
Users that are interested in BiteSizeBayes are comparing it to the libraries listed below
Sorting:
- Code for a tutorial on Bayesian Statistics by Allen Downey.☆357Updated 5 years ago
- Statistical Rethinking course in pymc3☆144Updated 5 years ago
- ☆233Updated 4 years ago
- One day workshop for machine learning with scikit-learn☆63Updated 2 years ago
- Data Science Resources☆80Updated 8 months ago
- Presented at Scipy Conference 2019☆127Updated 5 years ago
- Solutions and workflow for the Bayesian Statistics The Fun Way book in Python☆75Updated last year
- Explorations of survival analysis in Python☆50Updated 2 years ago
- Introduction to Probability and Statistics☆56Updated 3 years ago
- ☆133Updated last year
- Repository for a workshop on Bayesian Decision Analysis☆74Updated 2 years ago
- Educational resources☆105Updated 4 years ago
- Jupyter Notebooks for https://datascience.quantecon.org☆44Updated 5 years ago
- There are always multiple ways to complete a task in Pandas. A minimal subset of the library is sufficient for almost everything.☆90Updated 3 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆273Updated 3 years ago
- COMS W4995 Applied Machine Learning - Spring 20☆245Updated 3 years ago
- Bayesian Analysis with Python - Second Edition, published by Packt☆136Updated 4 years ago
- ☆90Updated 4 years ago
- My solutions to the assignments in the book: "A Student’s Guide to Bayesian Statistics" by Ben Lambert.☆72Updated last year
- Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.☆95Updated last year
- Introductory overview of Bayesian inference☆43Updated 6 years ago
- Bayesian Analysis with Python by Packt☆221Updated 2 years ago
- Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.☆105Updated 6 years ago
- Specification files for the Foundations of Applied Mathematics lab curriculum. https://foundations-of-applied-mathematics.github.io/☆55Updated last year
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆160Updated 5 years ago
- An introduction to data science in Python, for people with no programming experience.☆455Updated 6 months ago
- ☆73Updated 7 years ago
- Applied Probability Theory for Everyone☆120Updated last year
- In which I play with the ideas surrounding causality☆54Updated 3 years ago
- ☆38Updated 4 years ago