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Fixed several issues in the notebook:
1. The code in main lycle error = error_formula(y, output) is declared and never used 2. error_foumula function is for a binary cross entropy but all the backprop and loss are for MSE Added extended narrative for both BCE and MSE Removed unused code Removed division by n_features since it is compensated by the learning rate
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