Files
TinyTorch/modules/source/03_layers/layers_dev.py
Vijay Janapa Reddi 4136e87a70 Enhance layers module with comprehensive linear algebra foundations
- Added detailed mathematical foundation of matrix multiplication in neural networks
- Enhanced geometric interpretation of linear transformations
- Included computational perspective with batch processing and parallelization
- Added real-world applications (computer vision, NLP, recommendation systems)
- Comprehensive performance considerations and optimization strategies
- Connection to neural network architecture and gradient flow
- Educational focus on understanding the algorithm before optimization
2025-07-12 21:12:41 -04:00

49 KiB