lints

Author: TomDonoghue

specparam/metrics/metric.py

@@ -82,4 +82,4 @@ def compute_metric(self, data, results):
     def reset(self):
         """Reset metric result."""
 
-        self.result = np.nan
+        self.result = np.nan

specparam/models/model.py

@@ -15,7 +15,7 @@
 from specparam.convert.convert import convert_aperiodic_params, convert_periodic_params
 from specparam.convert.definitions import update_converters, DEFAULT_CONVERTERS
 
-from specparam.algorithms.spectral_fit import SpectralFitAlgorithm, SPECTRAL_FIT_SETTINGS_DEF
+from specparam.algorithms.spectral_fit import SPECTRAL_FIT_SETTINGS_DEF
 from specparam.algorithms.definitions import ALGORITHMS, check_algorithm_definition
 
 from specparam.reports.save import save_model_report

specparam/reports/strings.py

@@ -144,7 +144,8 @@ def gen_data_str(data, concise=False):
 
         # Get number of spectra, checking attributes for {Data3D, Data2DT, Data2D, Data}
         if getattr(data, 'n_events', None):
-            n_spectra_str = '{} spectrograms with {} windows each'.format(data.n_events, data.n_time_windows)
+            n_spectra_str = '{} spectrograms with {} windows each'.format(\
+                data.n_events, data.n_time_windows)
         elif getattr(data, 'n_time_windows', None):
             n_spectra_str = '1 spectrogram with {} windows'.format(data.n_time_windows)
         elif getattr(data, 'n_spectra', None):
@@ -464,7 +465,8 @@ def gen_model_results_str(model, concise=False):
         'Aperiodic Parameters (\'{}\' mode)'.format(model.modes.aperiodic.name),
         '(' + ', '.join(model.modes.aperiodic.params.labels) + ')',
         ', '.join(['{:2.4f}'] * \
-            len(model.results.params.aperiodic.params)).format(*model.results.params.aperiodic.params),
+            len(model.results.params.aperiodic.params)).format(\
+                *model.results.params.aperiodic.params),
         '',
 
         'Peak Parameters (\'{}\' mode) {} peaks found'.format(\

specparam/results/results.py

@@ -10,14 +10,13 @@
 from specparam.results.params import ModelParameters
 from specparam.results.components import ModelComponents
 from specparam.metrics.metrics import Metrics
-from specparam.metrics.definitions import METRICS
-from specparam.utils.checks import check_inds, check_array_dim
+from specparam.utils.checks import check_inds
 from specparam.modutils.errors import NoModelError
 from specparam.modutils.docs import (copy_doc_func_to_method, docs_get_section,
                                      replace_docstring_sections)
 from specparam.data.stores import FitResults
 from specparam.data.conversions import group_to_dict, event_group_to_dict
-from specparam.data.utils import (get_model_params, get_group_params, get_group_metrics,
+from specparam.data.utils import (get_group_params, get_group_metrics,
                                   get_results_by_ind, get_results_by_row)
 from specparam.sim.gen import gen_model