AllenDowney / ThinkBayes2Links
Text and code for the second edition of Think Bayes, by Allen Downey.
☆2,002Updated 3 weeks ago
Alternatives and similar repositories for ThinkBayes2
Users that are interested in ThinkBayes2 are comparing it to the libraries listed below
Sorting:
- Code repository for Think Bayes.☆1,681Updated 4 years ago
- Text and supporting code for Modeling and Simulation in Python☆919Updated 6 months ago
- Book and code for Think Complexity, 2nd edition☆782Updated last year
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆691Updated 4 years ago
- PyMC educational resources☆2,065Updated last year
- The textbook Computational and Inferential Thinking: The Foundations of Data Science☆897Updated this week
- Text and supporting code for Think Stats, 2nd Edition☆4,186Updated last year
- Jupyter Notebooks derived from Allen Downey's book Think Bayes.☆398Updated 9 years ago
- Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"☆887Updated 4 years ago
- An introduction to data science in Python, for people with no programming experience.☆467Updated 7 months ago
- Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"☆793Updated 3 years ago
- Bayesian Analysis with Python (Second Edition)☆676Updated 2 years ago
- Code for a tutorial on Bayesian Statistics by Allen Downey.☆357Updated 5 years ago
- Source code for my collection of articles on using pandas.☆1,572Updated 3 years ago
- Bayesian Data Analysis demos for Python☆1,038Updated 4 months ago
- ☆561Updated last year
- Anatomy of Matplotlib -- tutorial developed for the SciPy conference☆1,232Updated 4 years ago
- An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code☆4,390Updated 3 years ago
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆907Updated 4 years ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆873Updated 5 years ago
- How to do Bayesian statistical modelling using numpy and PyMC3☆672Updated 3 years ago
- Tutorial material on the scientific Python ecosystem☆3,192Updated this week
- Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]☆739Updated 4 years ago
- A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book☆908Updated 4 years ago
- Second edition of Springer Book Python for Probability, Statistics, and Machine Learning☆373Updated 4 years ago
- General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python☆987Updated 3 years ago
- My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Frie…☆423Updated 4 months ago
- Materials for my scikit-learn tutorial☆1,825Updated 2 years ago
- An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017☆2,124Updated 8 months ago
- IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018☆964Updated 3 years ago