The RAKIP Initiative and it’s solutions
2024
Filter, Matthias
德语. The RAKIP Initiative is a community-driven effort supported by 11 European risk assessment and research institutions that aims at enabling efficient exchange and re-use of predictive models (and underlying data). It addresses the need of researchers to find, apply and customize existing models irrespective of the programming language or software used for model generation. With this the RAKIP Initiative also supports general knowledge exchange, transparency and reproducibility in the risk assessment domain, as currently the exchange of predictive models (and underlying data) is difficult and time consuming. The foundation of the solutions developed by RAKIP partners is the open FAIR Scientific Knowledge eXchange format (FSKX) that can be applied to a broad range of model classes and data. Based on FSKX a number of services and tools to search, download, apply, modify, create, combine, execute and share models online or with desktop software tools were developed. This presentation will explain the underlying principles of RAKIP, introduce the RAKIP-Web model repository and showcase open-source software tools that support FSKX. It will also present recent achievements from currently ongoing software and content development projects. As the RAKIP Initiative is designed as a community-driven effort this presentation will conclude with recommendations on how to support or contribute.
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