train_loss
valid_loss
error_rate
epoch
overfitting
underfitting
GAN
generative adversarial networks
learning rate
how quickly i can update parameters of my model
Keras is a framework on top of TF and other deep learning libraries.
fast.ai is built on top of PyTorch
one-cycle-learning
fitting a model
how many times does the model go through the training data
Its the same as epoch
validation set
our training model doesn't get to see it
When we are using ImageDataBunch class - it automatically creates a validation set for us.
error metrics are done on validation set. It helps in not doing overfitting