Implementation of "Generating Sequences with Recurrent Neural Networks" https://arxiv.org/abs/1308.0850
conda env create -f environment.yml
Implemented 2 models
- LSTM with hidden dim of 900 and 1 layer
- LSTM with hidden dim of 400 and 3 layers (skip connections)
Training:
python train.py --name {name} --model {model_name} [--use_gpu] [--ckpt {/path/to/ckpt}]
model_name: unconditional_900 for 1 and unconditional_400 for 2
Extended model 2 to generate handwriting conditioned on text input model_name: conditional_400