All Katas - ML Katas

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Implementing a Siamese Network for Similarity Learning

this month hard (>1 hr) | siamese network similarity contrastive mnist

Build and train a **Siamese network** on a dataset like MNIST. The network takes pairs of images as input and learns to determine if they belong to the same class (a positive pair) or different...
Generative Adversarial Network (GAN) on MNIST

this month hard (>1 hr) | training adversarial generative mnist gan

Implement and train a simple **Generative Adversarial Network (GAN)**. The network consists of a generator and a discriminator. The generator takes a random noise vector and tries to generate a...