rlabbe / ThinkBayes
Jupyter Notebooks derived from Allen Downey's book Think Bayes.
☆395Updated 8 years ago
Related projects ⓘ
Alternatives and complementary repositories for ThinkBayes
- Code repository for Think Bayes.☆1,649Updated 3 years ago
- Code for a tutorial on Bayesian Statistics by Allen Downey.☆345Updated 4 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☆536Updated 2 years ago
- Tutorial: Bayesian Statistical Analysis in Python☆316Updated 5 years ago
- Interactive Web Plotting with Bokeh in IPython notebook☆736Updated last year
- Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.☆1,814Updated this week
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆673Updated 3 years ago
- Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).☆376Updated 9 years ago
- Pandas tutorial for SciPy2015 and SciPy2016 conference☆142Updated 7 years ago
- Code of the IPython Minibook, 2nd edition (2015)☆344Updated 4 years ago
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆892Updated 3 years ago
- Scikit-learn tutorials for the Scipy 2013 conference☆324Updated 7 years ago
- Using Project Jupyter for data science.☆259Updated 3 years ago
- Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"☆746Updated 2 years ago
- Introduction to Statistical Modeling with Python (PyCon 2017)☆167Updated 4 years ago
- Machine learning with scikit-learn tutorial at PyData Chicago 2016☆128Updated 8 years ago
- PyData, The Complete Works of☆298Updated 7 years ago
- Building Python Data Applications with Blaze and Bokeh Tutorial, SciPy 2015☆146Updated 9 years ago
- Scikit-learn tutorial at SciPy2016☆514Updated 5 years ago
- Scipy 2017 scikit-learn tutorial by Alex Gramfort and Andreas Mueller☆284Updated 7 years ago
- Pandas introduction talk I gave at Pydata Paris 2015☆121Updated 9 years ago
- 📈 Interactive comparison of Python plotting libraries for exploratory data analysis. Examples of using Pandas plotting, plotnine, Seabor…☆107Updated 3 years ago
- A collection of notebook to learn the Applied Predictive Modeling using Python.☆270Updated 7 years ago
- Bayesian Data Analysis demos for Python☆997Updated last year
- 1st Edition of Elegant SciPy (O'Reilly Publishers)☆554Updated 2 months ago
- ☆318Updated 3 years ago
- My notes and superstitions about common machine learning algorithms☆365Updated 7 years ago