This is a deep learning model that learns from English names and generates new, unique names. It uses an LSTM (Long Short-Term Memory) neural network to understand the patterns and structures of English names.
β‘ Optimized Model: LSTM (64 units) β Dense (32, ReLU) β Dropout (0.2) β Output (Softmax)
π― Performance: Using 5,000 names β’ 20 epochs β’ Batch size 256 β’ Fast training!
The model learns character-by-character patterns and generates creative new names in just a few minutes!