Ontology and Knowledge Base of Probability Distributions

ProbOnto, is an ontology-based knowledge base of probability distributions, featuring more than 150 uni- and multivariate distributions with their defining functions, characteristics, relationships and re-parameterization formulas. It can be used for model annotation and facilitates the encoding of distribution-based models, related functions and quantities. ProbOnto is both an ontology and a knowledge base, however its primary focus is the knowledge base.

ProbOnto是一款基于本体论（ontology）的概率分布知识库，涵盖超过150种单变量与多变量概率分布，及其定义函数、特征属性、相互关系与重参数化公式。该知识库可用于模型注释，同时助力基于概率分布的模型、相关函数与量化量的编码工作。ProbOnto同时兼具本体与知识库双重属性，但其核心定位为知识库。

搜集汇总

背景与挑战

背景概述

ProbOnto是一个基于本体的概率分布知识库，包含超过150种单变量和多变量分布，涵盖其定义函数、特征、关系及重参数化公式。该数据集主要用于模型标注，支持分布模型的编码和相关函数与量的处理，核心功能在于提供丰富的概率分布知识资源。