{"repo":"nicolas-hbt/pygraft","free":true,"listed":false,"github":"https://github.com/nicolas-hbt/pygraft","clone":"git clone https://github.com/nicolas-hbt/pygraft.git","description":"Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips","language":"Python","stars":713,"topics":["data-generator","graph-generator","knowledge-base","knowledge-graph","ontology","schema","semantic-web","ontology-generation","python","synthetic-data"],"license":"MIT","category":"productivity","readme_excerpt":"PyGraft: Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips This is the open-source implementation of PyGraft, initially presented in this paper. PyGraft is an open-source Python library for generating synthetic yet realistic schemas and (KGs) based on user-specified parameters. The generated resources are domain-agnostic, i.e. they are not tied to a specific application field. Being able to synthesize schemas and KGs is an important milestone for conducting research in domains where data is sensitive or not readily available. PyGraft allows researchers and practitioners to generate schemas and KGs on the fly, provided minimal knowledge about the desired specifications. PyGraft has the following features: - possibility to generate a schema, a KG, or both - highly-tunable process based on a broad array of user-specified parameters - schemas and KGs are built with an extended set of RDFS and OWL constructs - logical consistency is ensured by the use of a DL reasoner (HermiT) Installation The latest stable version of PyGraft can be downloaded and installed from PyPI with: The latest version of PyGraft can be installed directly from GitHub source with: Upcoming Features Additional features will be provided in the next versions of PyGraft. To name but a few: High Priority - [ ] Allow support for any input schema (and not only the schemas generated by PyGraft). - [ ] Allow explanations for inconsistencies to be parsed from HermiT API. This would ma","default_branch":null,"files":null,"tree":[],"storefront":"/r/nicolas-hbt","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/nicolas-hbt/pygraft/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}