Optimization Algorithms: TensorFlow and PyTorch Optimizers
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torch.optim, PyTorch Authors, 2025 - Official documentation for PyTorch's optimization algorithms, including detailed API specifications and usage examples.
Deep Learning, Ian Goodfellow, Yoshua Bengio, and Aaron Courville, 2016 (MIT Press) - Comprehensive textbook covering optimization algorithms and their theoretical foundations in deep learning.
torch.optim.lr_scheduler, PyTorch Authors, 2024 (PyTorch) - Official documentation for PyTorch's learning rate schedulers, explaining different strategies and usage.