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
binary classifier (binary-classifier)
Kind
type
Description
A statistical model for binary classification

Annotations

Annotations translate data science code into concepts
Sample annotation
Name
statsmodels dataset (python/statsmodels/dataset)
Kind
type
Language
python Python
Package
statsmodels
Description
Wrapper class for datasets in statsmodels