Jaqpot GUI

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. Jaqpot GUI is a user interface that allows the end-user to use most Jaqpot functinalities, empowering 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 Infromatics in the School of Chemical Engineering at the National Technical University of Athens.
Go to service → API definition →
For end-users
Type:
Application, Visualisation tool, Analysis tool, Processing tool, Trained model, Model generation tool, Model, Data mining tool, Workflow tool
API Type:
Based on Jaqpot API that uses REST under OpenAPI3 specification
Categories:
Processing and analysis, Workflow, visualisation and reporting, Knowledge bases and data mining, Predictive toxicology
Applicability domain:
Computational modelling, Predictive toxicology
Topic:
Predictive modelling
Targeted industry:
Chemicals, Nanotechnology
Targeted users:
Data managers, Risk assessors, Researchers, Students
Relevant OpenRiskNet case study:
ModelRX - Modelling for Prediction or Read Across
Support service:
https://github.com/KinkyDesign/jaqpot-web/issues
Documentation:
https://github.com/KinkyDesign/jaqpot-web/
References and training materials:
Provided by:
National Technical University of Athens
Contact:
hsarimv@central.ntua.gr
Licence:
GNU Lesser General Public License 3 (LGPLv3.0)
Login required:
Yes
Implementation status:
Graphical user interface available
Technology readiness level:
TRL 7 – system prototype demonstration in operational environment
Integration status:
Integrated application
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

Tutorial
RevK Pharmacokinetics OpenRiskNet Case study using Jaqpot web modelling platform
Philip Doganis
15 Oct 2018
→ Video
Related services:
Jaqpot API
Jaqpot GUI
Target audience: Risk assessors, Researchers, OpenRiskNet stakeholders, Data modellers
Open access: yes
Licence: Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
Organisations involved: NTUA
Tutorial
Tutorial
Model RX OpenRiskNet - Case study using Jaqpot web modelling platform
Philip Doganis
15 Oct 2018
Related services:
Nano-QSAR to predict cytotoxicity of metal and metal oxide nanoparticles
Jaqpot API
Jaqpot GUI
Target audience: Risk assessors, Researchers, OpenRiskNet stakeholders, Data modellers
Open access: yes
Licence: Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
Organisations involved: NTUA
Tutorial