Data Analytics
Neural Fusion Studio
A desktop application to explore datasets and train neural networks, similar to WEKA with a more modern interface.
- Type
- Personal project
- Role
- Developer
- Period
- Jan 2024 to Feb 2024
- Status
- Completed
26
days from start to release
RMI
remote model training
The idea
Existing data-mining tools are powerful but dated and hard for students to learn.
What I built
A JavaFX application with dataset statistics and visualisation, an overview of available models, a training window with results and a saved training history. Training runs through RMI.
The result
A complete tool presented with a walkthrough video.
Key features
- Dataset statistics and visualisation
- Model overview and training
- Saved training history
Screens
Data-set statistics 1 / 6
Stack and tools
- JavaFx
- Data
- CSS
- Algorithms
- FXML
- RMI
- Data Mining
- Deep Learning
Need something like this built?
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