Machine Learning, Deep Learning, Recurrent Neural Network, Text Generation, Neural Networks.
main reasons why this model is so unwieldy are the vanishing gradient and exploding gradient problems. While training using BPTT the gradients have to travel from the last cell all the way to the first cell. The product of these gradients can go to zero or increase exponentially. The exploding