EEG Phase Predictor ver 2
**Note: This is beta version, use for training with default dataset and inference only
Setup
- Requirements: python >= 3.10
- Installing:
pip install eegpp2-beta
Train with default dataset
python -m eegpp2 --mode "train" --model_type <mode_type> --lr <learning_rate> --batch_size <batch_size> --n_epochs <num_epochs> --n_splits <num_folds> --resume_checkpoint <resume_from_checkpoint>
ex: python -m eegpp2 --mode "train" --model_type "stftcnn1dnc" --n_epochs 20 --n_splits 10 --resume_checkpoint False
Inference
- Old version (Recommend)
python -m eegpp2 -p <path_to_infer_config.yml>
ex: python -m eegpp2 -p "data_config_infer.yml"
- New version
python -m eegpp2 --mode "infer" --data_path <path_to_data_file> --infer_path <path_to_saving_file> --model_type <model_type>
ex:
python -m eegpp2 --mode "infer" --data_path "./dump_eeg_1.pkl" --infer_path './inference_result.txt" --model_type "stftcnn1dnc"
Model type
- stftcnn1dnc: Multi-channels STFT-CNN
1 maintainer
Metadata
1 maintainer
Release files for eegpp2-beta 0.1.7
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Source distribution (sdist)
| File | Size | Uploaded | |
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| eegpp2_beta-0.1.7.tar.gz | 30.8 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| eegpp2_beta-0.1.7-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 77.1 kB
Release files / eegpp2_beta-0.1.7.tar.gz
| Download URL | eegpp2_beta-0.1.7.tar.gz |
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| Size | 30.8 kB |
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| Size | 46.3 kB |
| Tags | Python 3 |
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