DRAFT: Work in progress¶
This material is a work in progress, at "rough draft" stage.
The primary abstractions used in kglab are based on a small set of Python classes. These class definitions can be subclassed and extended to handle specific use cases as needed.
the representation of RDF graphs, including use of semantic technologies / ontology / controlled vocabularies, and also handling property graph features
- namespace management
- graph construction
- transforms to matrix/tensor
- label encoding
- graph algorithms
- probabilistic graph inference
- descriptive statistics
- topological analysis
- constructing shapes
- estimates of graph size and complexity
- estimated computation costs