Neural Language Model
Tested on PTB dataset with perplexity: 116.114 using the below hyperparams.
Hyperparameters:
- Model: LSTM with 200 hidden units
- Batch size: 20
- Sequence length: 20
- Number of layers: 2
- Optimizer: Stochastic Gradient Descent
- Learning rate: initial value 0.1 with decay 0.5 starting from epoch 5