- catalog the concepts of data science
- semantically annotate popular software packages for data science
- power new AI assistants for data scientists
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
Concepts
Concepts formalize the abstract ideas of data science.
Sample concept
- Name
- backward stepwise selection (backward-stepwise-selection)
- Kind
- type
- Description
- Backward stepwise selection, also known as backward stepwise regression, although it applies equally well to classification
Annotations
Annotations translate data science code into concepts
Sample annotation
- Name
- statsmodels results (python/statsmodels/results-wrapper)
- Kind
- type
- Language
Python
- Package
- statsmodels
- Description
- Results for a model in statsmodels