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SGD-convex-loss

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Hi @merve , I have incorporated the explanation for each of the convex loss in the demo.

Hey @Jayabalambika I feel like it would be better if you would put loss functions as a radio button and create an event listener instead of letting people click submit button. i.e., you would remove button.click()you'd do radio_button.change() with radio button having loss. See an example here in second code block: https://gradio.app/blocks-and-event-listeners/

Also, can you add an explanation on what the demo does? e.g. does it train a model?