Model Development (PyTorch)
PyTorch is one of the most popular frameworks for deep learning research and engineering. This section covers the complete workflow from project setup to model training.
Contents:
- Project Initialization — Project structure, environment configuration, coding standards
- PyTorch Internals — Tensor system, autograd, computational graphs
- Building Models — nn.Module, custom layers, model composition
- Hyperparameter Tuning — Grid search, random search, Bayesian optimization