Neural Networks, Deep Learning, Data Science, Algorithmic Trading, Cryptocurrency Investment.
tensorflow.keras.layers import MultiHeadAttention class_weights = {0: 1, 1: 3, 2: 3} # Adjust weights as needed # Define Transformer-based model with multiple hidden layers def build_transformer_model(input_shape, units=193, dropout=0.2, lr=0.0001): inputs = Input(shape=input_shape) attention =