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neural-networks
Neural networks and deep learning
ProgrammingTensorFlow Backprop: Mixed Real & Complex Functions
Learn how TensorFlow handles backpropagation through mixed real and complex-valued functions using Wirtinger derivatives, GradientTape, and complex-aware ops. Covers chain rule, domain boundaries, and practical tips for CVNNs in comms systems.
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ProgrammingFix Identical Metrics in TensorFlow Keras CNN Backbones
Diagnose and fix identical accuracy, F1, AUC metrics across VGG16, ResNet50, DenseNet121 in TensorFlow Keras on medical imaging datasets. Check metric state, tf.data caching, preprocessing issues.
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