Feat/complete chap4#31
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Add the missing matrix multiplication and ReLU gradients in the handwritten autodiff notebook so the forward and backward pipeline is fully connected. Co-Authored-By: Claude <noreply@anthropic.com>
Provide a standalone NumPy implementation for the function fitting task so chap4 includes runnable code for the open-ended assignment without extra framework dependencies. Co-Authored-By: Claude <noreply@anthropic.com>
Summarize the target function, dataset construction, model structure, and expected output files so the open-ended fitting section has a matching writeup. Co-Authored-By: Claude <noreply@anthropic.com>
Add the notebook and TensorFlow dependencies needed for chap4 and pin the local Python version to a TensorFlow-compatible release so uv sync can provision a runnable environment. Co-Authored-By: Claude <noreply@anthropic.com>
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finish chap7