Thydys: Thyroid dysfunction predicting Deep w/ wearable device bio-sequences

Requirements

* Python 3.6
* Tensorflow 1.13.1
* cudnn 7.3.1
* CUDA 10.0

python prep_data.py -t raw -d data -s 15T --duration 10 -o data/10D15m

python train.py --input-dir=data/10D15m --timesteps=960 --num-input=2 -o ./ckpt/model_10D_1/train1

python train.py --input-dir=data/10D15m --timesteps=960 --num-input=2 -c ./ckpt/model_10D_1

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
img		img
.gitignore		.gitignore
Dataset Statistics.ipynb		Dataset Statistics.ipynb
LSTM thyroid dysfunction prediction.ipynb		LSTM thyroid dysfunction prediction.ipynb
README.md		README.md
Thydys_model_train.ipynb		Thydys_model_train.ipynb
Untitled.ipynb		Untitled.ipynb
analysis of models.ipynb		analysis of models.ipynb
data_aug.py		data_aug.py
environment.yml		environment.yml
fc_train.py		fc_train.py
infer.py		infer.py
infer_categorical.py		infer_categorical.py
infer_history.py		infer_history.py
prep_data.py		prep_data.py
train.py		train.py
train_categorical.py		train_categorical.py
train_cnn.py		train_cnn.py
train_history.py		train_history.py
train_noopt.py		train_noopt.py
train_torch.py		train_torch.py
utils.py		utils.py