Probabilistic programming in Python using PyMC3.
John SalvatierThomas V. WieckiChristopher FonnesbeckPublished in: PeerJ Prepr. (2016)
Keyphrases
- programming language
- scripting language
- object oriented programming
- programming tool
- open source
- generative model
- probabilistic model
- bayesian networks
- probabilistic logic
- data driven
- object oriented
- uncertain data
- data mining
- machine learning
- programming course
- programming environment
- neural network
- software engineering
- posterior probability
- development environment
- website
- hidden markov models
- general purpose
- graphical user interface
- query language