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MADGUI Multi-Application Design GUI 

To help you reach your objective using data analysis, prediction model and Bayesian Optimisation.

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Enhance your productivity


User-friendly Graphical User Interface (GUI) developed at the National Institute for Materials Science (NIMS) for performing statistical data analysis, machine learning (ML) model, and composition/process optimisation through Bayesian optimisation.

There's no magic, just the right tools for the job.

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Customizable from start to finish

Feel free to edit your machine learning models the way you want. You can also add your own limits and constraints during the bayesian optimization.

Open access code on GitHub if you want to customise it.

All machine learning data in your hands

Unlock the power of machine learning and gain valuable insights with our advanced data analysis tools.

Access reports anytime, anywhere with our user-friendly interface and take your research to the next level.

Active learning 


Speeds up finding optimal solutions and provides an intuitive GUI for users without programming, machine learning or optimisation experience. 

User-friendly
Open-access code on GitHub
3
Prediction models
Decide
Feature's limits and 
constraints
Up to 20
new suggestion points