All Katas - ML Katas

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Implementing a Custom Learning Rate Scheduler

this month medium (<1 hr) | training custom scheduler learning rate

Implement a **custom learning rate scheduler** that follows a cosine annealing schedule. The learning rate starts high and decreases smoothly to a minimum value, then resets and repeats. Your...
Transfer Learning with a Pre-trained Model

this month medium (<1 hr) | cnn transfer learning resnet fine-tuning

Fine-tune a **pre-trained model** (e.g., `resnet18` from `torchvision.models`) on a new, small image classification dataset (e.g., `CIFAR-10`). You'll need to freeze the weights of the initial...