Index
As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.
A
accuracy 78
activation functions 99, 100
activation map 137
Adam optimizer 101, 107
modifying 126, 127
AG News dataset
used, for text classification 242-247
Anyverse.ai 116
Apple stock price data
forecasting 312-315
artificial intelligence (AI) 4
autoregressive integrated moving average (ARIMA) 268
B
backward propagation 101
baseline model 118
creating 169-171
Bidirectional Long Short-Term Memory (BiLSTM) 240
binary classification 76
binary cross-entropy 101
boundary problem 142
built-in callbacks
used, for early stopping 120-122
C
callbacks
used, for early stopping 120
categorical cross-entropy 101
character-level tokenization 209
classification 7
classification models
confusion matrix 77-79
evaluating...