All Katas - ML Katas

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Implementing Self-Supervised Learning with BYOL

this month hard (>1 hr) | image learning contrastive self-supervised byol

Implement the core logic of **Bootstrap Your Own Latent (BYOL)**. BYOL is a self-supervised learning method that learns image representations without using negative pairs. It consists of two...
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...