Generate, store and share predictive statistical and machine learning models
Jaqpot is a user-friendly web-based e-infrastructure containing many data analysis and modelling microservices integrated under harmonised APIs. The Jaqpot infrastructure allows the user to build applications that preprocess data, compute descriptors from raw data (such as electronic images), create, validate, store and share predictive machine learning models and generate reports in standard formats. Jaqpot has been developed by the Unit of Process Control and Informatics in the School of Chemical Engineering at the National Technical University of Athens.
Service, Data mining tool, Model, Model generation tool, Trained model, Processing tool, Analysis tool
Knowledge bases, Processing and analysis, API Definitions for OpenRiskNet applications and data
Computational modelling, Predictive toxicology
Predictive modelling, Biokinetics
Risk assessors, Researchers, Students, Software Developers, Data managers
Relevant OpenRiskNet case studies:
References and training materials:
- Chomenidis et al, 2017 (https://pubs.acs.org/doi/abs/10.1021/acs.jcim.7b00223)
- Video: https://www.youtube.com/channel/UC-j4T5s5li4iMm75AAOiJ7w
National Technical University of Athens
GNU General Public License 3 (GPLv3)
API documentation available (Swagger-OpenAPI v2), Containerized, Available as web service, Application programming interface available
Service integration operations completed:
Utilises the OpenRiskNet APIs to ensure that each service is accessible to our proposed interoperability layer.
Is annotated according to the semantic interoperability layer concept using defined ontologies.
Is containerised for easy deployment in virtual environments of OpenRiskNet instances.
Has documented scientific and technical background.
Is deployed into the OpenRiskNet reference environment.
Is listed in the OpenRiskNet discovery services.
Is listed in other central repositories like eInfraCentral, bio.tools and TeSS (ELIXIR).
Provides legal and ethical statements on how the service can be used.
Resources & Training
REVK Pharmacokinetics OpenRiskNet Case study using Jaqpot web modelling platform
15 Oct 2018←
Model RX OpenRiskNet - Case study using Jaqpot web modelling platform
15 Oct 2018←