Backpropagation

Solving XOR gate problem— using just NumPy, then compare with PyTorch implementation.Outline・Introduction to the XOR Gate Problem・Constructing a 2-Layer Neural Network・Forward Propagation・Chain Rules for Backpropagation・Implementation with NumPy・Comparing Results with PyTorch・Summary・ReferencesIntroduction to the XOR Gate...

An entire guide to the algorithm used to coach neural networksIndeed, the output has increased from 0.6718 to 0.7043!All images unless otherwise noted are by the creator.Thanks for reading!References Rumelhart, David E., Geoffrey E....

Complete guide to the algorithm used to coach neural networksIndeed, the output has increased from 0.6718 to 0.7043!Final NotesAll images unless otherwise noted are by the writer.Thanks for reading!References Rumelhart, David E., Geoffrey E....