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customlayers

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imehranasgari / DL_TensorFlow_CustomModels_CustomLayers

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A collection of TensorFlow/Keras notebooks demonstrating custom model subclassing and custom layer creation. Includes regression on California Housing and filtered MNIST classification, showcasing preprocessing, training, evaluation, and deep learning customization skills.

deep-learning interactive tensorflow numpy end-to-end scikit-learn keras regression pandas matplotlib regularization project-1 fine-tuning relu project-01 custommodels customlayers low-level-api-tensorflow final-all-in-summary
  • Updated Aug 17, 2025
  • Jupyter Notebook

imehranasgari / DL_TensorFlow_LowLevelAPI_Customlayers

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Implementation and training of custom layers in TensorFlow/Keras using subclassing. Includes weight definition, initialization, regularization, and integration of the layer into a complete model for training and evaluation.

python api deep-learning interactive tensorflow numpy keras regularization relu custom-layers lowlevelapi customlayers low-level-api-tensorflow custom-layar--model
  • Updated Aug 17, 2025
  • Jupyter Notebook

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