ProbOnto – The Ontology and Knowledge Base of Probability Distributions
a year ago
- #ontology
- #machine learning
- #probability distributions
- ProbOnto is an ontology and knowledge base for probability distributions, version 2.5.
- It includes 150 uni- and multivariate distributions with alternative parameterizations.
- Provides probability density/mass functions, and where available, cumulative distribution, hazard, and survival functions.
- Supports encoding of univariate mixture distributions.
- Features 228 relationships and re-parameterization formulas.
- Includes quantities like mean, median, mode, and variance.
- Details parameter, support/range definitions, and distribution type.
- Offers LaTeX and R code for functions.
- Introduces new model definitions and references.
- Positive user testimonial highlights its completeness and usefulness in machine learning.