All Katas - ML Katas

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Implement Lottery Ticket Hypothesis Pruning

yesterday medium (<30 mins) | pytorch pruning lottery ticket

### Description The Lottery Ticket Hypothesis suggests that a randomly initialized, dense network contains a smaller subnetwork (a "winning ticket") that, when trained in isolation, can match the...
Model Compression with Pruning

this month medium (>1 hr) | training pruning model compression sparsify

Implement **model pruning** to reduce the size and computational cost of a trained model. Start with a simple, over-parameterized model (e.g., a fully-connected network on MNIST). Train it to a...