Request to Enhance Model to Write New Data After Prediction

Summary

Enhancement to the current model functionality to allow it to write the predicted data to a file after processing new input data. The current setup performs predictions but does not include functionality to save the predicted results to a file after receiving new input.

In other words applying a learned model to some input data and store the prediction in a new file (without using the optimisation part)

Component

evoal.surrogate.ml

Expected Behavior

1. Input New Data: The model should accept new input data.
2. Generate Predictions: The model should perform predictions based on the new input data.
3. Write Predictions to File: After generating predictions, the model should write these predictions to a specified output file.

Use Case

Visualization of predicted data

Possible approach

Contact Person

(Link a person/ people, that can answer questions about this issue, e.g. yourself)

/cc @berber