Vinayak Sachan_B20142_ANN

[metavinayak]

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[NippunSharma]

@metavinayak great work!!! I see that you have written an automated script (train_model function) that searches for the best set of hyper parameters.
Also, what you did here is a Grid Search on hyperparameters, there are more techniques that can be used to find out the best hyperparameters, some are: Random Search and Bayesian Hyperparameter Optimization (the latter one is a little tough to understand but you can go through how Random Search works).
Maybe you can try adding more layers to the network (maybe you can keep the number of layers in network as a hyperparameter itself!) or you can try changing the number neurons in each layer. I would say to try and automate this also, like what you did for optimizers and activation functions.

Once again, great work!!
Keep us updated on the progress.

[metavinayak]

Sure I'll look them up.Thanks :)