Neural Architecture Designer

Design and analyze neural network architectures with layer-by-layer dimension tracking, parameter counting, and computational cost estimation. Supports Conv2D, Dense, LSTM, and Pooling layers. SVG architecture diagram with gradient magnitude flow analysis.