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Basic simulations for a simple AutoEncoder and MNIST classification using CNN

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AutoEncoder

Task1: Reconstruct inputs uisng a simple Auto Encoder

MNIST Reconstruction

Task2: Visualizing latent space (2_1: 20->2 (dim) with PCA, 2_2: 2 (dim))

A latent space with PCA (dim20- dim2)
A 2D latent space

Task3: Decode equi-dist points in latent space

Decoded image from equi-dist data

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Basic simulations for a simple AutoEncoder and MNIST classification using CNN

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