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model-subclassing

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Implementation of a custom TensorFlow/Keras model by subclassing tf.keras.Model, including custom layers, a user-defined loss function, and full control over the forward pass. Demonstrates dataset loading, preprocessing, and training on MNIST using the Model Subclassing API for maximum flexibility

  • Updated Aug 17, 2025
  • Jupyter Notebook

ResNet-style classifier for Fashion-MNIST built with custom residual layers, model subclassing and a custom training loop (tf.GradientTape) in TensorFlow 2. Reaches 82.76% test accuracy training on only 5,000 images.

  • Updated Oct 13, 2026
  • Jupyter Notebook

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