All Katas - ML Katas

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Differentiable Additive Synthesizer

this week medium (<30 mins) | pytorch generative ddsp audio

### Description Differentiable Digital Signal Processing (DDSP) is a technique that combines classic signal processing with deep learning by making the parameters of synthesizers learnable via...
Custom `DataLoader` for On-the-Fly Image Generation

this month medium (<30 mins) | dataset dataloader custom generative synthetic

Create a **custom `torch.utils.data.Dataset`** that doesn't load data from disk. Instead, the `__getitem__` method should **generate** an image on the fly (e.g., a simple geometric shape, a random...