Building Models with nn.Module — Roadmap Step & Resources
Defining custom layers and full models as composable PyTorch modules
- Level: intermediate
- Estimated time: 1 days
- Roadmap: Deep Learning & Neural Networks
Before this step
Mini projects
- Implement a custom nn.Module for a small feedforward network from scratch
Study resources
- Neural Networks (Article) — The official PyTorch documentation's tutorial on building models with nn.Module.
- PyTorch nn.Module Explained (Video) — Covers structuring a model as a subclass of nn.Module.
Part of
- Deep Learning Frameworks in Depth — section
- Deep Learning & Neural Networks roadmap — the full learning path