Rails - Add pages & functionality for Models

[Mohammad4844]

User Story:

As a user, I want to view all my trained models, inspect individual models, and deploy them so that I can manage and use them for predictions.

Persona:

Users managing multiple machine learning models and utilizing them for predictions and deployment.

Feature:

Model list view with options to preview, delete, select models for prediction, and deploy. Detailed view of an individual model, showing its performance metrics, training parameters, and a button to deploy the model for live use.

Business Value:

Provides efficient model management, allowing users to inspect, manage, and deploy models for predictions, streamlining the machine learning workflow and facilitating real-time model usage.

Tasks

1. Define & run a Rails migration for the models table as defined by the database design in #2
2. Generate Rails scaffold (boilerplate model, view, controller code) for models
3. Add ActiveStorage code for storing file-type data
4. Modify backend code to define logic
5. Modify frontend code to display data

Acceptance Criteria

• Cannot upload a file >500mb
• Does NOT implement complex features like training models. Simply a CRUD interface.

Acceptance Tests

• Users can view a list of all their trained models.
• Users can inspect detailed information about each model.
• Users can delete models.
• Users can deploy models for live predictions.