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neural-networks
Neural network architectures and applications
ProgrammingAI Systems in 2017-2018: Neural Networks and GPT
Comprehensive overview of AI systems during 2017-2018, focusing on neural networks, GPT architecture, capabilities, and development status of artificial intelligence during this period.
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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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