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coresleep-kontras/config.json
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{
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"model_class": "physioex.models.coresleep:CoReSleep",
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"model_kwargs": {
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"n_classes": 5,
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"in_chan": 2,
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"F": 129,
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"d_model": 128,
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"n_heads": 8,
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"n_inner_layers": 4,
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"n_outer_layers": 4,
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"d_ff": 1024,
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"dropout": 0.3
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},
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"training": {
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"dataset": "shhs",
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"dataset_kwargs": {
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"visit": 1
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},
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"channels": [
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"EEG",
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"EOG"
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],
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"pipeline_preset": "coresleep",
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"sequence_length": 21,
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"max_epochs": 50,
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"lr": 0.0001,
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"weight_decay": 0.0001,
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"batch_size": 16,
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"fold": 0
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},
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"reference": "Kontras et al. 2024 - CoRe-Sleep: A Multimodal Fusion Framework"
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}
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