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toy_tetrode_model

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Initial upload of model

Files changed (7) hide show
  1. .gitattributes +1 -0
  2. best_model.skops +3 -0
  3. labels.csv +11 -0
  4. metadata.json +1 -0
  5. model_accuracies.csv +2 -0
  6. model_info.json +158 -0
  7. training_data.csv +11 -0
.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ best_model.skops filter=lfs diff=lfs merge=lfs -text
best_model.skops ADDED
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+ version https://git-lfs.github.com/spec/v1
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labels.csv ADDED
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metadata.json ADDED
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+ {"subject_species": "Generated data", "brain_area": "N/A", "probe": {"name": "tetrodes"}}
model_accuracies.csv ADDED
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+ ,classifier name,imputation_strategy,scaling_strategy,accuracy,precision,recall,model_id,best_params
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+ 0,RandomForestClassifier,median,StandardScaler(),1.0000,1.0000,1.0000,0,"OrderedDict([('class_weight', 'balanced_subsample'), ('criterion', 'gini'), ('min_samples_leaf', 2), ('min_samples_split', 2), ('n_estimators', 125)])"
model_info.json ADDED
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+ {
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+ "firing_range",
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+ "firing_rate",
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+ "isi_violation",
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+ "nearest_neighbor",
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+ "num_spikes",
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+ "presence_ratio",
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+ "rp_violation",
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+ "sd_ratio",
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+ "num_negative_peaks",
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+ "num_positive_peaks",
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+ "peak_to_valley",
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+ "peak_trough_ratio",
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+ "recovery_slope",
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+ "repolarization_slope"
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+ "exp_peak_function": "ptp",
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+ "requirements": {
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+ "spikeinterface": "0.101.1",
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+ },
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training_data.csv ADDED
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