Added rails code for dummy model recommendations - Githubissues

COSC481W-2024Fall / MLite

A user-friendly ML platform that lets non-experts upload datasets, receive model suggestions, schedule training, and deploy models for real-time predictions

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Added rails code for dummy model recommendations #33

Closed Mohammad4844 closed 2 weeks ago

Mohammad4844 commented 3 weeks ago

Features:

Add model recommendation system to recommend based on dataset metadata
Added logical flow for models/new: select dataset > select target column > select one of the recommended models

Testing:

Go to models/new
Select a dataset
Select a target column
You should see a few suggested models and hyperparams
Select a model, fill in name and description, and create the model
You should now be in the model#show page, with info on model_type, hyperparams, and labels

Issue #26