All Katas - ML Katas

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Gradient Reversal Layer

this week medium (<30 mins) | pytorch autograd gan domain adaptation

### Description Implement a Gradient Reversal Layer (GRL), a key component in Domain-Adversarial Neural Networks (DANNs). [1] The GRL acts as an identity function during the forward pass but...
Simple Differentiable Renderer

this week medium (<30 mins) | pytorch autograd diff rendering 3d

### Description Modern 3D deep learning often relies on differentiable rendering, allowing gradients to flow from a 2D rendered image back to 3D scene parameters. [1] Your task is to implement a...