Training Control: Keras Callbacks and PyTorch Custom Logic
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Keras Callbacks, Keras team, 2024 - Official documentation for Keras Callbacks, explaining their purpose, available types, and implementation details.
PyTorch Documentation: Training your models, PyTorch team, 2024 (PyTorch Foundation) - A PyTorch tutorial illustrating a standard training loop, covering essential steps like forward, backward, and optimization.
PyTorch Documentation: torch.optim.lr_scheduler, PyTorch team, 2025 (PyTorch Foundation) - Official documentation for PyTorch's learning rate schedulers, detailing various strategies and their API usage.
Deep Learning, Ian Goodfellow, Yoshua Bengio, and Aaron Courville, 2016 (MIT Press) - A foundational textbook on deep learning, providing theoretical foundations for training strategies such as early stopping and regularization.