All Katas - ML Katas

by: newest upvotes saves

Batch Normalization From Scratch

this year hard (>1 hr) | pytorch implementation batchnorm deep learning

Implement 1D batch normalization manually (without using `nn.BatchNorm1d`). Steps: 1. Compute batch mean and variance. 2. Normalize inputs. 3. Scale and shift with learnable $$\gamma, \beta$$....