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Browse files- tsinalis-2016/config.json +28 -0
tsinalis-2016/config.json
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{
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"model_class": "physioex.models.tsinalis:TsinalisCNN",
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"model_kwargs": {
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"n_classes": 5,
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"sfreq": 100,
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"n_filters_c1": 20,
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"n_filters_c2": 400,
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"fc_size": 500,
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"dropout": 0.5
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},
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"training": {
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"dataset": "sleepedf",
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"channels": [
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"EEG"
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],
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"pipeline_preset": "identity",
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"sequence_length": 5,
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"max_epochs": 100,
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"lr": 0.001,
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"weight_decay": 0.0001,
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"batch_size": 32,
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"loss": "CrossEntropyLoss",
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"fold": 0,
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"early_stopping_patience": 20,
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"optimizer": "SGD"
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},
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"reference": "Tsinalis et al. 2016 - Automatic Sleep Stage Scoring with Single-Channel EEG Using Convolutional Neural Networks (arXiv:1610.01683)"
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}
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