#gradient clipping

A hands-on guide to advanced computer vision workflows using TorchVision v2 transforms, MixUp/CutMix augmentation, a modern attention-equipped CNN architecture, and robust training practices.

'A hands-on tutorial showing how to build an Advanced Neural Agent with stability-first engineering: Xavier init, clipping, adaptive LR, momentum, and experience replay. Includes full Python code and demo utilities for regression and RL-style tasks.'