ThinkBayes
Bayesian statistics textbook
TeX-based book and tutorial project with accompanying source code and documentation
Code repository for Think Bayes.
2k stars
127 watching
2k forks
Language: TeX
last commit: almost 4 years ago
Linked from 2 awesome lists
Related projects:
Repository | Description | Stars |
---|---|---|
| An interactive adaptation of Allen Downey's book on Bayesian statistics in Jupyter Notebooks | 396 |
| An online resource providing code and solutions to statistical exercises for Python programmers | 4,040 |
| Jupyter notebooks and accompanying resources for teaching computer science fundamentals | 1,315 |
| A library that enables probabilistic programming in Haskell. | 411 |
| A software framework implementing a multivariate Bayesian classifier for language identification | 0 |
| A collection of Python packages implementing Bayesian machine learning algorithms with scikit-learn API | 514 |
| A repository of statistical modeling materials and resources for an R course on Bayesian inference | 2,018 |
| A Python library for Bayesian inference and multinomial mixture modeling | 108 |
| A Julia package for representing and working with probabilistic graphical models. | 219 |
| An introduction to digital signal processing using Python | 3,996 |
| An implementation of a Naive Bayes classifier in Elixir | 391 |
| A Julia implementation of Naive Bayes classification algorithm | 8 |
| Tools and methods for analyzing statistical interference using computational Python | 219 |
| A naive Bayesian classifier implemented in APL | 22 |
| A collection of code examples and explanations for thinking about complex systems and problems through the lens of computational complexity theory | 101 |