All Katas - ML Katas

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Model-Agnostic Meta-Learning (MAML) Update Step

yesterday hard (<30 mins) | pytorch meta-learning maml few-shot

### Description Model-Agnostic Meta-Learning (MAML) is a meta-learning algorithm that trains a model's initial parameters such that it can adapt to a new task with only a few gradient steps. [1]...
HyperNetwork for Weight Generation

yesterday hard (<30 mins) | pytorch hypernetwork meta-learning

### Description Implement a simple HyperNetwork. A HyperNetwork is a neural network that generates the weights for another, larger network (the "target network"). [1] This allows for dynamic...