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updating the tutorials
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examples/eeg2025/tutorial_challenge_1.py

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add_extras_columns,
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)
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# Match tests' cache layout under ~/mne_data/eeg_challenge_cache
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DATA_DIR = (Path.home() / "mne_data" / "eeg_challenge_cache").resolve()
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# Match tests' cache layout under ~/eegdash_cache/eeg_challenge_cache
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DATA_DIR = (Path.home() / "eegdash_cache" / "eeg_challenge_cache").resolve()
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DATA_DIR.mkdir(parents=True, exist_ok=True)
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dataset_ccd = EEGChallengeDataset(

examples/eeg2025/tutorial_challenge_2.py

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######################################################################
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# The first step is to define the cache folder!
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# Match tests' cache layout under ~/mne_data/eeg_challenge_cache
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DATA_DIR = (Path.home() / "mne_data" / "eeg_challenge_cache").resolve()
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# Match tests' cache layout under ~/eegdash_cache/eeg_challenge_cache
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DATA_DIR = (Path.home() / "eegdash_cache" / "eeg_challenge_cache").resolve()
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# Creating the path if it does not exist
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DATA_DIR.mkdir(parents=True, exist_ok=True)

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