A Python package made for the representation of Causal Graphs.
Project description
causalgraph
A python package made for the representation of Causal Graph data and the storage from related information in a knowledge graph.
Similar Projects
- owlready2 -> Makes Ontologies and Knowledge Graphs workable in python. Is used for storing information
- networkX -> Represent graphs in python; is used as inspiration for the Calls and structure of the project
- Causal Graphical Models Python Package -> Major inspiration for this package, but we want to do these things differently:
- Represent Nodes and Edges as individual objects, establishing the connection to datasources / models
- usage of networkX MultiDiGraph as base for the SCMs to support multiple connections (at different times) between nodes
- Causal Inference in Statistics -> Python Code accompanying a book, which also implements SCMs (without Time-Series)
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