Data Science Ontology

Welcome to the Data Science Ontology, with 153 data science concepts and 100 code annotations
The Data Science Ontology is a knowledge base about data science that aims to
  • catalog the concepts of data science
  • semantically annotate popular software packages for data science
  • power new AI assistants for data scientists
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Concepts

Concepts formalize the abstract ideas of data science.
Sample concept
Name
regression model (regression-model)
Kind
type
Description
A statistical model for regression

Annotations

Annotations translate data science code into concepts
Sample annotation
Name
MAE in sklearn (python/sklearn/mean-absolute-error)
Kind
function
Language
python Python
Package
sklearn
Description
mean absolute error in scikit-learn