chenmingthu / daeac

DAEAC

This is an implementation of paper Inter-patient ECG Arrhythmia Heartbeat Classification Based on Unsupervised Domain Adaptation.

Train & Test

In this implementation, we use .yaml files for configuration. Run the following codes for training and testing:

CUDA_VISIBLE_DEVICES=$1 python train.py --config=${CONFIG_FILE}

CUDA_VISIBLE_DEVICES=$1 python eval.py --config=${CONFIG_FILE}

Data Preprocessing

We use three datasets in this work, including MIT-BIH, INCARTDB and SVDB. The users can download the original datasets in the above websits.

All original records are converted into .mat format with src/data/preprocessing.py, and the indices of heartbeats are saved as .npz files.

daeac's Issues

TypeError: expected str, bytes or os.PathLike object, not NoneType

File "train.py", line 633, in
train(args)
File "train.py", line 90, in train
cfg.merge_from_file(cfg_dir)
File "Python\Python310\site-packages\yacs\config.py", line 211, in merge_from_file
with open(cfg_filename,"r") as f:
TypeError: expected str, bytes or os.PathLike object, not NoneType

how to solve this error ??