LSTMVAE

LSTMVAE implemented with chainer.

This code is for Python 3.

Codes are based on Generating sentences from continuous space. written by Samuel R. Bowman in 2015.

Pre-trained Model

Models can be downloaded from

. ./src/each_case/prof/model/download_model.sh

If the file name is incorrect, please rename it to "biconcatlstm_vae_kl_prof_29_l200.npz".

Test can be executed by

python ./src/each_case/sampleTrainTest.py

Hyperparameters are also set there.

Train and Test

Training data are in .src/each_case/prof/prof16000fixed_longcut.txt

Training can be executed by

python ./src/each_case/sampleTrainTest.py --train

Then, test can be executed as above. Hyperparameters are also set there.