Deep Learning, Machine Learning, Artificial Intelligence, Loss Function, Neural Networks.
y_true is an array of integer labels and y_pred is an array of predicted probabilities for each sample. The function first converts the true labels to a one-hot encoding format using NumPy's advanced indexing feature to create an array of shape (N, C) where N is the number of samples and C is the