A hands-on guide to automatic differentiation in TensorFlow using tf.GradientTape. Covers computing gradients for variables vs. constants, using tape.watch(), visualizing derivatives, and handling multiple parameters.
api deep-learning interactive tensorflow matplotlib gradients gans backpropagation sigmoid gradienttape custom-training-loop customtrainingloop lowlevelap0 low-level-api-tensorflow
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Updated
Aug 17, 2025 - Jupyter Notebook