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wearepal / EthicML

Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency
https://wearepal.ai/EthicML/
GNU General Public License v3.0
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Use darglint to lint our docstrings #638

Closed tmke8 closed 2 years ago

tmke8 commented 2 years ago

We already do that in ranzen.

The command is

darglint --docstring-style sphinx -v 2 -z long ethicml/
Current output ``` ethicml/algorithms/algorithm_base.py:call_script:37: DAR401: Missing exception(s) in Raises section: -r RuntimeError ethicml/algorithms/preprocess/upsampler.py:upsample:94: DAR201: Missing "Returns" in Docstring: - return ethicml/algorithms/postprocess/post_algorithm.py:predict:33: DAR101: Missing parameter(s) in Docstring: - seed ethicml/algorithms/postprocess/post_algorithm.py:run:48: DAR101: Missing parameter(s) in Docstring: - seed ethicml/algorithms/inprocess/svm.py:select_svm:54: DAR201: Missing "Returns" in Docstring: - return ethicml/algorithms/inprocess/mlp.py:select_mlp:52: DAR201: Missing "Returns" in Docstring: - return ethicml/data/dataset.py:_one_hot_encode_and_combine:173: DAR201: Missing "Returns" in Docstring: - return ethicml/data/dataset.py:expand_labels:220: DAR201: Missing "Returns" in Docstring: - return ethicml/data/util.py:label_spec_to_feature_list:142: DAR201: Missing "Returns" in Docstring: - return ethicml/data/lookup.py:get_dataset_obj_by_name:33: DAR201: Missing "Returns" in Docstring: - return ethicml/data/lookup.py:get_dataset_obj_by_name:33: DAR401: Missing exception(s) in Raises section: -r NotImplementedError ethicml/data/tabular_data/health.py:health:22: DAR201: Missing "Returns" in Docstring: - return ethicml/data/tabular_data/crime.py:crime:22: DAR201: Missing "Returns" in Docstring: - return ethicml/data/tabular_data/law.py:law:42: DAR201: Missing "Returns" in Docstring: - return ethicml/data/tabular_data/compas.py:compas:24: DAR201: Missing "Returns" in Docstring: - return ethicml/data/tabular_data/credit.py:credit:22: DAR201: Missing "Returns" in Docstring: - return ethicml/data/tabular_data/acs.py:acs_income:43: DAR201: Missing "Returns" in Docstring: - return ethicml/data/tabular_data/acs.py:acs_income:43: DAR002: Empty description: e (3, 3) ethicml/data/tabular_data/acs.py:acs_income:43: DAR002: Empty description: e (4, 4) ethicml/data/tabular_data/acs.py:acs_income:43: DAR002: Empty description: e (5, 5) ethicml/data/tabular_data/acs.py:acs_income:46: DAR101: Missing parameter(s) in Docstring: - horizon ethicml/data/tabular_data/acs.py:acs_income:46: DAR101: Missing parameter(s) in Docstring: - states ethicml/data/tabular_data/acs.py:acs_income:46: DAR101: Missing parameter(s) in Docstring: - year ethicml/data/tabular_data/acs.py:acs_employment:331: DAR201: Missing "Returns" in Docstring: - return ethicml/data/tabular_data/acs.py:acs_employment:331: DAR002: Empty description: e (2, 2) ethicml/data/tabular_data/acs.py:acs_employment:331: DAR002: Empty description: e (3, 3) ethicml/data/tabular_data/acs.py:acs_employment:331: DAR002: Empty description: e (4, 4) ethicml/data/tabular_data/acs.py:acs_employment:331: DAR002: Empty description: e (5, 5) ethicml/data/tabular_data/acs.py:acs_employment:334: DAR101: Missing parameter(s) in Docstring: - horizon ethicml/data/tabular_data/acs.py:acs_employment:334: DAR101: Missing parameter(s) in Docstring: - root ethicml/data/tabular_data/acs.py:acs_employment:334: DAR101: Missing parameter(s) in Docstring: - states ethicml/data/tabular_data/acs.py:acs_employment:334: DAR101: Missing parameter(s) in Docstring: - year ethicml/data/tabular_data/sqf.py:sqf:24: DAR201: Missing "Returns" in Docstring: - return ethicml/data/tabular_data/synthetic.py:synthetic:35: DAR201: Missing "Returns" in Docstring: - return ethicml/data/tabular_data/adult.py:adult:29: DAR201: Missing "Returns" in Docstring: - return ethicml/data/tabular_data/admissions.py:admissions:60: DAR201: Missing "Returns" in Docstring: - return ethicml/data/tabular_data/german.py:german:22: DAR201: Missing "Returns" in Docstring: - return ethicml/metrics/per_sensitive_attribute.py:metric_per_sensitive_attribute:24: DAR201: Missing "Returns" in Docstring: - return ethicml/metrics/per_sensitive_attribute.py:metric_per_sensitive_attribute:24: DAR401: Missing exception(s) in Raises section: -r MetricNotApplicable ethicml/metrics/per_sensitive_attribute.py:metric_per_sensitive_attribute:24: DAR002: Empty description: e (2, 2) ethicml/metrics/per_sensitive_attribute.py:metric_per_sensitive_attribute:24: DAR002: Empty description: e (3, 3) ethicml/metrics/per_sensitive_attribute.py:metric_per_sensitive_attribute:24: DAR002: Empty description: e (4, 4) ethicml/metrics/per_sensitive_attribute.py:metric_per_sensitive_attribute:27: DAR101: Missing parameter(s) in Docstring: - actual ethicml/metrics/per_sensitive_attribute.py:metric_per_sensitive_attribute:27: DAR101: Missing parameter(s) in Docstring: - metric ethicml/metrics/per_sensitive_attribute.py:metric_per_sensitive_attribute:27: DAR101: Missing parameter(s) in Docstring: - prediction ethicml/metrics/hsic.py:hsic:19: DAR201: Missing "Returns" in Docstring: - return ethicml/metrics/hsic.py:hsic:19: DAR002: Empty description: e (2, 2) ethicml/metrics/hsic.py:hsic:19: DAR002: Empty description: e (3, 3) ethicml/metrics/hsic.py:hsic:19: DAR002: Empty description: e (4, 4) ethicml/metrics/hsic.py:hsic:19: DAR002: Empty description: e (5, 5) ethicml/metrics/hsic.py:hsic:22: DAR101: Missing parameter(s) in Docstring: - label ethicml/metrics/hsic.py:hsic:22: DAR101: Missing parameter(s) in Docstring: - prediction ethicml/metrics/hsic.py:hsic:22: DAR101: Missing parameter(s) in Docstring: - sigma_first ethicml/metrics/hsic.py:hsic:22: DAR101: Missing parameter(s) in Docstring: - sigma_second ethicml/metrics/hsic.py:score:69: DAR201: Missing "Returns" in Docstring: - return ethicml/metrics/hsic.py:score:69: DAR002: Empty description: e (4, 4) ethicml/metrics/hsic.py:score:69: DAR002: Empty description: e (5, 5) ethicml/metrics/hsic.py:score:74: DAR101: Missing parameter(s) in Docstring: - actual ethicml/metrics/hsic.py:score:74: DAR101: Missing parameter(s) in Docstring: - prediction ethicml/metrics/confusion_matrix.py:confusion_matrix:18: DAR201: Missing "Returns" in Docstring: - return ethicml/metrics/confusion_matrix.py:confusion_matrix:18: DAR401: Missing exception(s) in Raises section: -r LabelOutOfBounds ethicml/metrics/confusion_matrix.py:confusion_matrix:18: DAR002: Empty description: e (2, 2) ethicml/metrics/confusion_matrix.py:confusion_matrix:18: DAR002: Empty description: e (3, 3) ethicml/metrics/confusion_matrix.py:confusion_matrix:18: DAR002: Empty description: e (4, 4) ethicml/metrics/confusion_matrix.py:confusion_matrix:21: DAR101: Missing parameter(s) in Docstring: - actual ethicml/metrics/confusion_matrix.py:confusion_matrix:21: DAR101: Missing parameter(s) in Docstring: - pos_cls ethicml/metrics/confusion_matrix.py:confusion_matrix:21: DAR101: Missing parameter(s) in Docstring: - prediction ethicml/preprocessing/feature_binning.py:bin_cont_feats:12: DAR201: Missing "Returns" in Docstring: - return ethicml/preprocessing/feature_binning.py:bin_cont_feats:12: DAR002: Empty description: e (5, 5) ethicml/preprocessing/feature_binning.py:bin_cont_feats:18: DAR101: Missing parameter(s) in Docstring: - data ethicml/preprocessing/train_test_split.py:generate_proportional_split_indexes:170: DAR201: Missing "Returns" in Docstring: - return ethicml/preprocessing/train_test_split.py:generate_proportional_split_indexes:170: DAR002: Empty description: e (2, 2) ethicml/preprocessing/train_test_split.py:generate_proportional_split_indexes:170: DAR002: Empty description: e (3, 3) ethicml/preprocessing/train_test_split.py:generate_proportional_split_indexes:173: DAR101: Missing parameter(s) in Docstring: - data ethicml/preprocessing/train_test_split.py:generate_proportional_split_indexes:173: DAR101: Missing parameter(s) in Docstring: - train_percentage ethicml/preprocessing/train_test_split.py:fold_data:341: DAR301: Missing "Yields" in Docstring: - yield ethicml/preprocessing/train_test_split.py:fold_data:341: DAR002: Empty description: e (2, 2) ethicml/preprocessing/train_test_split.py:fold_data:341: DAR002: Empty description: e (3, 3) ethicml/preprocessing/train_test_split.py:fold_data:344: DAR101: Missing parameter(s) in Docstring: - data ethicml/preprocessing/train_test_split.py:fold_data:344: DAR101: Missing parameter(s) in Docstring: - folds ethicml/preprocessing/adjust_labels.py:assert_binary_labels:11: DAR002: Empty description: e (2, 2) ethicml/preprocessing/adjust_labels.py:assert_binary_labels:14: DAR101: Missing parameter(s) in Docstring: - data_tuple ethicml/preprocessing/adjust_labels.py:adjust:27: DAR201: Missing "Returns" in Docstring: - return ethicml/preprocessing/adjust_labels.py:adjust:27: DAR002: Empty description: e (2, 2) ethicml/preprocessing/adjust_labels.py:adjust:30: DAR101: Missing parameter(s) in Docstring: - dataset ethicml/preprocessing/adjust_labels.py:post_only_labels:44: DAR201: Missing "Returns" in Docstring: - return ethicml/preprocessing/adjust_labels.py:post_only_labels:44: DAR002: Empty description: e (2, 2) ethicml/preprocessing/adjust_labels.py:post_only_labels:47: DAR101: Missing parameter(s) in Docstring: - labels ethicml/preprocessing/adjust_labels.py:post:58: DAR201: Missing "Returns" in Docstring: - return ethicml/preprocessing/adjust_labels.py:post:58: DAR002: Empty description: e (2, 2) ethicml/preprocessing/adjust_labels.py:post:61: DAR101: Missing parameter(s) in Docstring: - dataset ethicml/preprocessing/biased_split.py:_get_sy_equal_and_opp:252: DAR201: Missing "Returns" in Docstring: - return ethicml/preprocessing/biased_split.py:_get_sy_equal_and_opp:252: DAR002: Empty description: e (2, 2) ethicml/preprocessing/biased_split.py:_get_sy_equal_and_opp:252: DAR002: Empty description: e (3, 3) ethicml/preprocessing/biased_split.py:_get_sy_equal_and_opp:252: DAR002: Empty description: e (4, 4) ethicml/preprocessing/biased_split.py:_get_sy_equal_and_opp:255: DAR101: Missing parameter(s) in Docstring: - data ethicml/preprocessing/biased_split.py:_get_sy_equal_and_opp:255: DAR101: Missing parameter(s) in Docstring: - s_name ethicml/preprocessing/biased_split.py:_get_sy_equal_and_opp:255: DAR101: Missing parameter(s) in Docstring: - y_name ethicml/implementations/dro_tabular.py:train_model:28: DAR002: Empty description: e (2, 2) ethicml/implementations/dro_tabular.py:train_model:28: DAR002: Empty description: e (3, 3) ethicml/implementations/dro_tabular.py:train_model:28: DAR002: Empty description: e (4, 4) ethicml/implementations/dro_tabular.py:train_model:28: DAR002: Empty description: e (5, 5) ethicml/implementations/dro_tabular.py:train_model:31: DAR101: Missing parameter(s) in Docstring: - epoch ethicml/implementations/dro_tabular.py:train_model:31: DAR101: Missing parameter(s) in Docstring: - model ethicml/implementations/dro_tabular.py:train_model:31: DAR101: Missing parameter(s) in Docstring: - optimizer ethicml/implementations/dro_tabular.py:train_model:31: DAR101: Missing parameter(s) in Docstring: - train_loader ethicml/implementations/dro_tabular.py:fit:58: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/dro_tabular.py:fit:58: DAR002: Empty description: e (2, 2) ethicml/implementations/dro_tabular.py:fit:58: DAR002: Empty description: e (3, 3) ethicml/implementations/dro_tabular.py:fit:61: DAR101: Missing parameter(s) in Docstring: - args ethicml/implementations/dro_tabular.py:fit:61: DAR101: Missing parameter(s) in Docstring: - seed ethicml/implementations/dro_tabular.py:fit:61: DAR101: Missing parameter(s) in Docstring: - train ethicml/implementations/dro_tabular.py:predict:84: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/dro_tabular.py:predict:84: DAR002: Empty description: e (2, 2) ethicml/implementations/dro_tabular.py:predict:84: DAR002: Empty description: e (3, 3) ethicml/implementations/dro_tabular.py:predict:84: DAR002: Empty description: e (4, 4) ethicml/implementations/dro_tabular.py:predict:87: DAR101: Missing parameter(s) in Docstring: - args ethicml/implementations/dro_tabular.py:predict:87: DAR101: Missing parameter(s) in Docstring: - model ethicml/implementations/dro_tabular.py:predict:87: DAR101: Missing parameter(s) in Docstring: - test ethicml/implementations/dro_tabular.py:train_and_predict:107: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/dro_tabular.py:train_and_predict:107: DAR002: Empty description: e (2, 2) ethicml/implementations/dro_tabular.py:train_and_predict:107: DAR002: Empty description: e (3, 3) ethicml/implementations/dro_tabular.py:train_and_predict:107: DAR002: Empty description: e (4, 4) ethicml/implementations/dro_tabular.py:train_and_predict:110: DAR101: Missing parameter(s) in Docstring: - args ethicml/implementations/dro_tabular.py:train_and_predict:110: DAR101: Missing parameter(s) in Docstring: - seed ethicml/implementations/dro_tabular.py:train_and_predict:110: DAR101: Missing parameter(s) in Docstring: - test ethicml/implementations/dro_tabular.py:train_and_predict:110: DAR101: Missing parameter(s) in Docstring: - train ethicml/implementations/agarwal.py:fit:34: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/agarwal.py:fit:34: DAR401: Missing exception(s) in Raises section: -r RuntimeError ethicml/implementations/agarwal.py:fit:34: DAR002: Empty description: e (2, 2) ethicml/implementations/agarwal.py:fit:34: DAR002: Empty description: e (3, 3) ethicml/implementations/agarwal.py:fit:37: DAR101: Missing parameter(s) in Docstring: - args ethicml/implementations/agarwal.py:fit:37: DAR101: Missing parameter(s) in Docstring: - seed ethicml/implementations/agarwal.py:fit:37: DAR101: Missing parameter(s) in Docstring: - train ethicml/implementations/agarwal.py:predict:84: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/agarwal.py:predict:84: DAR002: Empty description: e (2, 2) ethicml/implementations/agarwal.py:predict:84: DAR002: Empty description: e (3, 3) ethicml/implementations/agarwal.py:predict:87: DAR101: Missing parameter(s) in Docstring: - exponentiated_gradient ethicml/implementations/agarwal.py:predict:87: DAR101: Missing parameter(s) in Docstring: - test ethicml/implementations/agarwal.py:train_and_predict:99: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/agarwal.py:train_and_predict:99: DAR002: Empty description: e (2, 2) ethicml/implementations/agarwal.py:train_and_predict:99: DAR002: Empty description: e (3, 3) ethicml/implementations/agarwal.py:train_and_predict:99: DAR002: Empty description: e (4, 4) ethicml/implementations/agarwal.py:train_and_predict:102: DAR101: Missing parameter(s) in Docstring: - args ethicml/implementations/agarwal.py:train_and_predict:102: DAR101: Missing parameter(s) in Docstring: - seed ethicml/implementations/agarwal.py:train_and_predict:102: DAR101: Missing parameter(s) in Docstring: - test ethicml/implementations/agarwal.py:train_and_predict:102: DAR101: Missing parameter(s) in Docstring: - train ethicml/implementations/agarwal.py:working_dir:113: DAR301: Missing "Yields" in Docstring: - yield ethicml/implementations/agarwal.py:working_dir:113: DAR002: Empty description: e (2, 2) ethicml/implementations/agarwal.py:working_dir:116: DAR101: Missing parameter(s) in Docstring: - root ethicml/implementations/utils.py:load_data_from_flags:14: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/utils.py:load_data_from_flags:14: DAR002: Empty description: e (2, 2) ethicml/implementations/utils.py:load_data_from_flags:17: DAR101: Missing parameter(s) in Docstring: - args ethicml/implementations/utils.py:save_transformations:23: DAR002: Empty description: e (2, 2) ethicml/implementations/utils.py:save_transformations:23: DAR002: Empty description: e (3, 3) ethicml/implementations/utils.py:save_transformations:26: DAR101: Missing parameter(s) in Docstring: - pre_algo_run_args ethicml/implementations/utils.py:save_transformations:26: DAR101: Missing parameter(s) in Docstring: - transforms ethicml/implementations/beutel.py:set_seed:38: DAR002: Empty description: e (2, 2) ethicml/implementations/beutel.py:set_seed:41: DAR101: Missing parameter(s) in Docstring: - seed ethicml/implementations/beutel.py:build_networks:53: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/beutel.py:build_networks:53: DAR002: Empty description: e (4, 4) ethicml/implementations/beutel.py:build_networks:53: DAR002: Empty description: e (5, 5) ethicml/implementations/beutel.py:build_networks:53: DAR002: Empty description: e (6, 6) ethicml/implementations/beutel.py:build_networks:53: DAR002: Empty description: e (7, 7) ethicml/implementations/beutel.py:build_networks:58: DAR101: Missing parameter(s) in Docstring: - adv_activation ethicml/implementations/beutel.py:build_networks:58: DAR101: Missing parameter(s) in Docstring: - enc_activation ethicml/implementations/beutel.py:build_networks:58: DAR101: Missing parameter(s) in Docstring: - flags ethicml/implementations/beutel.py:build_networks:58: DAR101: Missing parameter(s) in Docstring: - train_data ethicml/implementations/beutel.py:make_dataset_and_loader:88: DAR002: Empty description: e (2, 2) ethicml/implementations/beutel.py:make_dataset_and_loader:88: DAR002: Empty description: e (3, 3) ethicml/implementations/beutel.py:make_dataset_and_loader:91: DAR101: Missing parameter(s) in Docstring: - data ethicml/implementations/beutel.py:make_dataset_and_loader:91: DAR101: Missing parameter(s) in Docstring: - flags ethicml/implementations/beutel.py:fit:103: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/beutel.py:fit:103: DAR401: Missing exception(s) in Raises section: -r NotImplementedError ethicml/implementations/beutel.py:fit:103: DAR002: Empty description: e (2, 2) ethicml/implementations/beutel.py:fit:103: DAR002: Empty description: e (3, 3) ethicml/implementations/beutel.py:fit:106: DAR101: Missing parameter(s) in Docstring: - flags ethicml/implementations/beutel.py:fit:106: DAR101: Missing parameter(s) in Docstring: - seed ethicml/implementations/beutel.py:fit:106: DAR101: Missing parameter(s) in Docstring: - train ethicml/implementations/beutel.py:transform:200: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/beutel.py:transform:200: DAR002: Empty description: e (2, 2) ethicml/implementations/beutel.py:transform:200: DAR002: Empty description: e (3, 3) ethicml/implementations/beutel.py:transform:200: DAR002: Empty description: e (4, 4) ethicml/implementations/beutel.py:transform:203: DAR101: Missing parameter(s) in Docstring: - data ethicml/implementations/beutel.py:transform:203: DAR101: Missing parameter(s) in Docstring: - enc ethicml/implementations/beutel.py:transform:203: DAR101: Missing parameter(s) in Docstring: - flags ethicml/implementations/beutel.py:train_and_transform:215: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/beutel.py:train_and_transform:215: DAR002: Empty description: e (2, 2) ethicml/implementations/beutel.py:train_and_transform:215: DAR002: Empty description: e (3, 3) ethicml/implementations/beutel.py:train_and_transform:215: DAR002: Empty description: e (4, 4) ethicml/implementations/beutel.py:train_and_transform:218: DAR101: Missing parameter(s) in Docstring: - flags ethicml/implementations/beutel.py:train_and_transform:218: DAR101: Missing parameter(s) in Docstring: - seed ethicml/implementations/beutel.py:train_and_transform:218: DAR101: Missing parameter(s) in Docstring: - test ethicml/implementations/beutel.py:train_and_transform:218: DAR101: Missing parameter(s) in Docstring: - train ethicml/implementations/beutel.py:step:228: DAR002: Empty description: e (2, 2) ethicml/implementations/beutel.py:step:228: DAR002: Empty description: e (3, 3) ethicml/implementations/beutel.py:step:228: DAR002: Empty description: e (4, 4) ethicml/implementations/beutel.py:step:228: DAR002: Empty description: e (5, 5) ethicml/implementations/beutel.py:step:231: DAR101: Missing parameter(s) in Docstring: - iteration ethicml/implementations/beutel.py:step:231: DAR101: Missing parameter(s) in Docstring: - loss ethicml/implementations/beutel.py:step:231: DAR101: Missing parameter(s) in Docstring: - optimizer ethicml/implementations/beutel.py:step:231: DAR101: Missing parameter(s) in Docstring: - scheduler ethicml/implementations/beutel.py:get_mask:242: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/beutel.py:get_mask:242: DAR401: Missing exception(s) in Raises section: -r NotImplementedError ethicml/implementations/beutel.py:get_mask:242: DAR002: Empty description: e (2, 2) ethicml/implementations/beutel.py:get_mask:242: DAR002: Empty description: e (3, 3) ethicml/implementations/beutel.py:get_mask:242: DAR002: Empty description: e (4, 4) ethicml/implementations/beutel.py:get_mask:245: DAR101: Missing parameter(s) in Docstring: - class_label ethicml/implementations/beutel.py:get_mask:245: DAR101: Missing parameter(s) in Docstring: - flags ethicml/implementations/beutel.py:get_mask:245: DAR101: Missing parameter(s) in Docstring: - s_pred ethicml/implementations/beutel.py:encode_dataset:260: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/beutel.py:encode_dataset:260: DAR002: Empty description: e (2, 2) ethicml/implementations/beutel.py:encode_dataset:260: DAR002: Empty description: e (3, 3) ethicml/implementations/beutel.py:encode_dataset:260: DAR002: Empty description: e (4, 4) ethicml/implementations/beutel.py:encode_dataset:263: DAR101: Missing parameter(s) in Docstring: - dataloader ethicml/implementations/beutel.py:encode_dataset:263: DAR101: Missing parameter(s) in Docstring: - datatuple ethicml/implementations/beutel.py:encode_dataset:263: DAR101: Missing parameter(s) in Docstring: - enc ethicml/implementations/beutel.py:encode_testset:282: DAR002: Empty description: e (2, 2) ethicml/implementations/beutel.py:encode_testset:282: DAR002: Empty description: e (3, 3) ethicml/implementations/beutel.py:encode_testset:282: DAR002: Empty description: e (4, 4) ethicml/implementations/beutel.py:encode_testset:285: DAR101: Missing parameter(s) in Docstring: - dataloader ethicml/implementations/beutel.py:encode_testset:285: DAR101: Missing parameter(s) in Docstring: - enc ethicml/implementations/beutel.py:encode_testset:285: DAR101: Missing parameter(s) in Docstring: - testtuple ethicml/implementations/beutel.py:forward:304: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/beutel.py:forward:304: DAR002: Empty description: e (2, 2) ethicml/implementations/beutel.py:forward:304: DAR002: Empty description: e (3, 3) ethicml/implementations/beutel.py:forward:304: DAR002: Empty description: e (4, 4) ethicml/implementations/beutel.py:forward:307: DAR101: Missing parameter(s) in Docstring: - ctx ethicml/implementations/beutel.py:forward:307: DAR101: Missing parameter(s) in Docstring: - lambda_ ethicml/implementations/beutel.py:forward:307: DAR101: Missing parameter(s) in Docstring: - x ethicml/implementations/beutel.py:backward:315: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/beutel.py:backward:315: DAR002: Empty description: e (2, 2) ethicml/implementations/beutel.py:backward:315: DAR002: Empty description: e (3, 3) ethicml/implementations/beutel.py:backward:318: DAR101: Missing parameter(s) in Docstring: - ctx ethicml/implementations/beutel.py:backward:318: DAR101: Missing parameter(s) in Docstring: - grad_output ethicml/implementations/beutel.py:forward:345: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/beutel.py:forward:345: DAR002: Empty description: e (2, 2) ethicml/implementations/beutel.py:forward:348: DAR101: Missing parameter(s) in Docstring: - x ethicml/implementations/beutel.py:forward:384: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/beutel.py:forward:384: DAR401: Missing exception(s) in Raises section: -r NotImplementedError ethicml/implementations/beutel.py:forward:384: DAR002: Empty description: e (2, 2) ethicml/implementations/beutel.py:forward:384: DAR002: Empty description: e (3, 3) ethicml/implementations/beutel.py:forward:387: DAR101: Missing parameter(s) in Docstring: - x ethicml/implementations/beutel.py:forward:387: DAR101: Missing parameter(s) in Docstring: - y ethicml/implementations/beutel.py:forward:431: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/beutel.py:forward:431: DAR002: Empty description: e (2, 2) ethicml/implementations/beutel.py:forward:434: DAR101: Missing parameter(s) in Docstring: - x ethicml/implementations/beutel.py:forward:448: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/beutel.py:forward:448: DAR002: Empty description: e (2, 2) ethicml/implementations/beutel.py:forward:448: DAR002: Empty description: e (3, 3) ethicml/implementations/beutel.py:forward:451: DAR101: Missing parameter(s) in Docstring: - x ethicml/implementations/beutel.py:forward:451: DAR101: Missing parameter(s) in Docstring: - y ethicml/implementations/vfae.py:fit:29: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/vfae.py:fit:29: DAR002: Empty description: e (2, 2) ethicml/implementations/vfae.py:fit:29: DAR002: Empty description: e (3, 3) ethicml/implementations/vfae.py:fit:32: DAR101: Missing parameter(s) in Docstring: - flags ethicml/implementations/vfae.py:fit:32: DAR101: Missing parameter(s) in Docstring: - train ethicml/implementations/vfae.py:transform:59: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/vfae.py:transform:59: DAR002: Empty description: e (2, 2) ethicml/implementations/vfae.py:transform:59: DAR002: Empty description: e (3, 3) ethicml/implementations/vfae.py:transform:59: DAR002: Empty description: e (4, 4) ethicml/implementations/vfae.py:transform:62: DAR101: Missing parameter(s) in Docstring: - dataset ethicml/implementations/vfae.py:transform:62: DAR101: Missing parameter(s) in Docstring: - flags ethicml/implementations/vfae.py:transform:62: DAR101: Missing parameter(s) in Docstring: - model ethicml/implementations/vfae.py:train_and_transform:95: DAR002: Empty description: e (2, 2) ethicml/implementations/vfae.py:train_and_transform:95: DAR002: Empty description: e (3, 3) ethicml/implementations/vfae.py:train_and_transform:95: DAR002: Empty description: e (4, 4) ethicml/implementations/vfae.py:train_and_transform:98: DAR101: Missing parameter(s) in Docstring: - flags ethicml/implementations/vfae.py:train_and_transform:98: DAR101: Missing parameter(s) in Docstring: - test ethicml/implementations/vfae.py:train_and_transform:98: DAR101: Missing parameter(s) in Docstring: - train ethicml/implementations/vfae.py:train_model:111: DAR002: Empty description: e (2, 2) ethicml/implementations/vfae.py:train_model:111: DAR002: Empty description: e (3, 3) ethicml/implementations/vfae.py:train_model:111: DAR002: Empty description: e (4, 4) ethicml/implementations/vfae.py:train_model:111: DAR002: Empty description: e (5, 5) ethicml/implementations/vfae.py:train_model:111: DAR002: Empty description: e (6, 6) ethicml/implementations/vfae.py:train_model:114: DAR101: Missing parameter(s) in Docstring: - epoch ethicml/implementations/vfae.py:train_model:114: DAR101: Missing parameter(s) in Docstring: - flags ethicml/implementations/vfae.py:train_model:114: DAR101: Missing parameter(s) in Docstring: - model ethicml/implementations/vfae.py:train_model:114: DAR101: Missing parameter(s) in Docstring: - optimizer ethicml/implementations/vfae.py:train_model:114: DAR101: Missing parameter(s) in Docstring: - train_loader ethicml/implementations/vfae.py:train_model:119: DAR202: Excess "Returns" in Docstring: + return ethicml/implementations/zemel.py:LFR_optim_objective:42: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/zemel.py:LFR_optim_objective:42: DAR002: Empty description: e (10, 10) ethicml/implementations/zemel.py:LFR_optim_objective:42: DAR002: Empty description: e (11, 11) ethicml/implementations/zemel.py:LFR_optim_objective:42: DAR002: Empty description: e (12, 12) ethicml/implementations/zemel.py:LFR_optim_objective:42: DAR002: Empty description: e (2, 2) ethicml/implementations/zemel.py:LFR_optim_objective:42: DAR002: Empty description: e (3, 3) ethicml/implementations/zemel.py:LFR_optim_objective:42: DAR002: Empty description: e (4, 4) ethicml/implementations/zemel.py:LFR_optim_objective:42: DAR002: Empty description: e (5, 5) ethicml/implementations/zemel.py:LFR_optim_objective:42: DAR002: Empty description: e (6, 6) ethicml/implementations/zemel.py:LFR_optim_objective:42: DAR002: Empty description: e (7, 7) ethicml/implementations/zemel.py:LFR_optim_objective:42: DAR002: Empty description: e (8, 8) ethicml/implementations/zemel.py:LFR_optim_objective:42: DAR002: Empty description: e (9, 9) ethicml/implementations/zemel.py:LFR_optim_objective:45: DAR101: Missing parameter(s) in Docstring: - A_x ethicml/implementations/zemel.py:LFR_optim_objective:45: DAR101: Missing parameter(s) in Docstring: - A_y ethicml/implementations/zemel.py:LFR_optim_objective:45: DAR101: Missing parameter(s) in Docstring: - A_z ethicml/implementations/zemel.py:LFR_optim_objective:45: DAR101: Missing parameter(s) in Docstring: - clusters ethicml/implementations/zemel.py:LFR_optim_objective:45: DAR101: Missing parameter(s) in Docstring: - parameters ethicml/implementations/zemel.py:LFR_optim_objective:45: DAR101: Missing parameter(s) in Docstring: - print_interval ethicml/implementations/zemel.py:LFR_optim_objective:45: DAR101: Missing parameter(s) in Docstring: - verbose ethicml/implementations/zemel.py:LFR_optim_objective:45: DAR101: Missing parameter(s) in Docstring: - x_privileged ethicml/implementations/zemel.py:LFR_optim_objective:45: DAR101: Missing parameter(s) in Docstring: - x_unprivileged ethicml/implementations/zemel.py:LFR_optim_objective:45: DAR101: Missing parameter(s) in Docstring: - y_privileged ethicml/implementations/zemel.py:LFR_optim_objective:45: DAR101: Missing parameter(s) in Docstring: - y_unprivileged ethicml/implementations/zemel.py:get_xhat_y_hat:94: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/zemel.py:get_xhat_y_hat:94: DAR002: Empty description: e (2, 2) ethicml/implementations/zemel.py:get_xhat_y_hat:94: DAR002: Empty description: e (3, 3) ethicml/implementations/zemel.py:get_xhat_y_hat:94: DAR002: Empty description: e (4, 4) ethicml/implementations/zemel.py:get_xhat_y_hat:97: DAR101: Missing parameter(s) in Docstring: - prototypes ethicml/implementations/zemel.py:get_xhat_y_hat:97: DAR101: Missing parameter(s) in Docstring: - w ethicml/implementations/zemel.py:get_xhat_y_hat:97: DAR101: Missing parameter(s) in Docstring: - x ethicml/implementations/zemel.py:train_and_transform:111: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/zemel.py:train_and_transform:111: DAR002: Empty description: e (2, 2) ethicml/implementations/zemel.py:train_and_transform:111: DAR002: Empty description: e (3, 3) ethicml/implementations/zemel.py:train_and_transform:111: DAR002: Empty description: e (4, 4) ethicml/implementations/zemel.py:train_and_transform:114: DAR101: Missing parameter(s) in Docstring: - flags ethicml/implementations/zemel.py:train_and_transform:114: DAR101: Missing parameter(s) in Docstring: - seed ethicml/implementations/zemel.py:train_and_transform:114: DAR101: Missing parameter(s) in Docstring: - test ethicml/implementations/zemel.py:train_and_transform:114: DAR101: Missing parameter(s) in Docstring: - train ethicml/implementations/zemel.py:transform:136: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/zemel.py:transform:136: DAR002: Empty description: e (2, 2) ethicml/implementations/zemel.py:transform:136: DAR002: Empty description: e (3, 3) ethicml/implementations/zemel.py:transform:136: DAR002: Empty description: e (4, 4) ethicml/implementations/zemel.py:transform:139: DAR101: Missing parameter(s) in Docstring: - data ethicml/implementations/zemel.py:transform:139: DAR101: Missing parameter(s) in Docstring: - prototypes ethicml/implementations/zemel.py:transform:139: DAR101: Missing parameter(s) in Docstring: - w ethicml/implementations/zemel.py:fit:152: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/zemel.py:fit:152: DAR002: Empty description: e (2, 2) ethicml/implementations/zemel.py:fit:152: DAR002: Empty description: e (3, 3) ethicml/implementations/zemel.py:fit:155: DAR101: Missing parameter(s) in Docstring: - flags ethicml/implementations/zemel.py:fit:155: DAR101: Missing parameter(s) in Docstring: - seed ethicml/implementations/zemel.py:fit:155: DAR101: Missing parameter(s) in Docstring: - train ethicml/implementations/zemel.py:trans:208: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/zemel.py:trans:208: DAR002: Empty description: e (2, 2) ethicml/implementations/zemel.py:trans:208: DAR002: Empty description: e (3, 3) ethicml/implementations/zemel.py:trans:208: DAR002: Empty description: e (4, 4) ethicml/implementations/zemel.py:trans:208: DAR002: Empty description: e (5, 5) ethicml/implementations/zemel.py:trans:208: DAR002: Empty description: e (6, 6) ethicml/implementations/zemel.py:trans:211: DAR101: Missing parameter(s) in Docstring: - dataset ethicml/implementations/zemel.py:trans:211: DAR101: Missing parameter(s) in Docstring: - nonsens ethicml/implementations/zemel.py:trans:211: DAR101: Missing parameter(s) in Docstring: - prototypes ethicml/implementations/zemel.py:trans:211: DAR101: Missing parameter(s) in Docstring: - sens ethicml/implementations/zemel.py:trans:211: DAR101: Missing parameter(s) in Docstring: - w ethicml/implementations/vfae_modules/categorical.py:forward:33: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/vfae_modules/categorical.py:forward:33: DAR002: Empty description: e (2, 2) ethicml/implementations/vfae_modules/categorical.py:forward:36: DAR101: Missing parameter(s) in Docstring: - x ethicml/implementations/vfae_modules/decoder.py:forward:53: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/vfae_modules/decoder.py:forward:53: DAR002: Empty description: e (2, 2) ethicml/implementations/vfae_modules/decoder.py:forward:53: DAR002: Empty description: e (3, 3) ethicml/implementations/vfae_modules/decoder.py:forward:56: DAR101: Missing parameter(s) in Docstring: - s ethicml/implementations/vfae_modules/decoder.py:forward:56: DAR101: Missing parameter(s) in Docstring: - x ethicml/implementations/vfae_modules/utils.py:kullback_leibler:20: DAR002: Empty description: e (2, 2) ethicml/implementations/vfae_modules/utils.py:kullback_leibler:20: DAR002: Empty description: e (3, 3) ethicml/implementations/vfae_modules/utils.py:kullback_leibler:23: DAR101: Missing parameter(s) in Docstring: - logvar1 ethicml/implementations/vfae_modules/utils.py:kullback_leibler:23: DAR101: Missing parameter(s) in Docstring: - mu1 ethicml/implementations/vfae_modules/utils.py:loss_function:45: DAR401: Missing exception(s) in Raises section: -r NotImplementedError ethicml/implementations/vfae_modules/utils.py:loss_function:45: DAR002: Empty description: e (2, 2) ethicml/implementations/vfae_modules/utils.py:loss_function:45: DAR002: Empty description: e (3, 3) ethicml/implementations/vfae_modules/utils.py:loss_function:45: DAR002: Empty description: e (4, 4) ethicml/implementations/vfae_modules/utils.py:loss_function:45: DAR002: Empty description: e (5, 5) ethicml/implementations/vfae_modules/utils.py:loss_function:45: DAR002: Empty description: e (6, 6) ethicml/implementations/vfae_modules/utils.py:loss_function:45: DAR002: Empty description: e (7, 7) ethicml/implementations/vfae_modules/utils.py:loss_function:45: DAR002: Empty description: e (8, 8) ethicml/implementations/vfae_modules/utils.py:loss_function:48: DAR101: Missing parameter(s) in Docstring: - data_triplet ethicml/implementations/vfae_modules/utils.py:loss_function:48: DAR101: Missing parameter(s) in Docstring: - flags ethicml/implementations/vfae_modules/utils.py:loss_function:48: DAR101: Missing parameter(s) in Docstring: - x_dec ethicml/implementations/vfae_modules/utils.py:loss_function:48: DAR101: Missing parameter(s) in Docstring: - y_pred ethicml/implementations/vfae_modules/utils.py:loss_function:48: DAR101: Missing parameter(s) in Docstring: - z1_d_triplet ethicml/implementations/vfae_modules/utils.py:loss_function:48: DAR101: Missing parameter(s) in Docstring: - z1_triplet ethicml/implementations/vfae_modules/utils.py:loss_function:48: DAR101: Missing parameter(s) in Docstring: - z2_triplet ethicml/implementations/vfae_modules/encoder.py:forward:37: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/vfae_modules/encoder.py:forward:37: DAR002: Empty description: e (2, 2) ethicml/implementations/vfae_modules/encoder.py:forward:40: DAR101: Missing parameter(s) in Docstring: - input_ ethicml/implementations/vfae_modules/vfae_network.py:encode_z1:55: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/vfae_modules/vfae_network.py:encode_z1:55: DAR002: Empty description: e (2, 2) ethicml/implementations/vfae_modules/vfae_network.py:encode_z1:55: DAR002: Empty description: e (3, 3) ethicml/implementations/vfae_modules/vfae_network.py:encode_z1:58: DAR101: Missing parameter(s) in Docstring: - s ethicml/implementations/vfae_modules/vfae_network.py:encode_z1:58: DAR101: Missing parameter(s) in Docstring: - x ethicml/implementations/vfae_modules/vfae_network.py:encode_z2:63: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/vfae_modules/vfae_network.py:encode_z2:63: DAR002: Empty description: e (2, 2) ethicml/implementations/vfae_modules/vfae_network.py:encode_z2:63: DAR002: Empty description: e (3, 3) ethicml/implementations/vfae_modules/vfae_network.py:encode_z2:66: DAR101: Missing parameter(s) in Docstring: - y ethicml/implementations/vfae_modules/vfae_network.py:encode_z2:66: DAR101: Missing parameter(s) in Docstring: - z1 ethicml/implementations/vfae_modules/vfae_network.py:decode_z1:71: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/vfae_modules/vfae_network.py:decode_z1:71: DAR002: Empty description: e (2, 2) ethicml/implementations/vfae_modules/vfae_network.py:decode_z1:71: DAR002: Empty description: e (3, 3) ethicml/implementations/vfae_modules/vfae_network.py:decode_z1:74: DAR101: Missing parameter(s) in Docstring: - y ethicml/implementations/vfae_modules/vfae_network.py:decode_z1:74: DAR101: Missing parameter(s) in Docstring: - z2 ethicml/implementations/vfae_modules/vfae_network.py:reparameterize:81: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/vfae_modules/vfae_network.py:reparameterize:81: DAR002: Empty description: e (2, 2) ethicml/implementations/vfae_modules/vfae_network.py:reparameterize:81: DAR002: Empty description: e (3, 3) ethicml/implementations/vfae_modules/vfae_network.py:reparameterize:84: DAR101: Missing parameter(s) in Docstring: - logvar ethicml/implementations/vfae_modules/vfae_network.py:reparameterize:84: DAR101: Missing parameter(s) in Docstring: - mean ethicml/implementations/vfae_modules/vfae_network.py:forward:91: DAR201: Missing "Returns" in Docstring: - return ethicml/implementations/vfae_modules/vfae_network.py:forward:91: DAR002: Empty description: e (2, 2) ethicml/implementations/vfae_modules/vfae_network.py:forward:91: DAR002: Empty description: e (3, 3) ethicml/implementations/vfae_modules/vfae_network.py:forward:91: DAR002: Empty description: e (4, 4) ethicml/implementations/vfae_modules/vfae_network.py:forward:94: DAR101: Missing parameter(s) in Docstring: - s ethicml/implementations/vfae_modules/vfae_network.py:forward:94: DAR101: Missing parameter(s) in Docstring: - x ethicml/implementations/vfae_modules/vfae_network.py:forward:94: DAR101: Missing parameter(s) in Docstring: - y ethicml/evaluators/parallelism.py:arrange_in_parallel:74: DAR101: Missing parameter(s) in Docstring: - seeds ethicml/evaluators/cross_validator.py:get_best_result:93: DAR201: Missing "Returns" in Docstring: - return ethicml/evaluators/cross_validator.py:get_best_result:93: DAR002: Empty description: e (2, 2) ethicml/evaluators/cross_validator.py:get_best_result:96: DAR101: Missing parameter(s) in Docstring: - measure ethicml/evaluators/cross_validator.py:_get_score:100: DAR201: Missing "Returns" in Docstring: - return ethicml/evaluators/cross_validator.py:_get_score:100: DAR002: Empty description: e (2, 2) ethicml/evaluators/cross_validator.py:_get_score:103: DAR101: Missing parameter(s) in Docstring: - item ethicml/evaluators/cross_validator.py:best_hyper_params:113: DAR201: Missing "Returns" in Docstring: - return ethicml/evaluators/cross_validator.py:best_hyper_params:113: DAR002: Empty description: e (2, 2) ethicml/evaluators/cross_validator.py:best_hyper_params:116: DAR101: Missing parameter(s) in Docstring: - measure ethicml/evaluators/cross_validator.py:best:120: DAR201: Missing "Returns" in Docstring: - return ethicml/evaluators/cross_validator.py:best:120: DAR002: Empty description: e (2, 2) ethicml/evaluators/cross_validator.py:best:123: DAR101: Missing parameter(s) in Docstring: - measure ethicml/evaluators/cross_validator.py:get_best_in_top_k:127: DAR201: Missing "Returns" in Docstring: - return ethicml/evaluators/evaluate_models.py:get_sensitive_combinations:35: DAR201: Missing "Returns" in Docstring: - return ethicml/evaluators/evaluate_models.py:get_sensitive_combinations:35: DAR002: Empty description: e (2, 2) ethicml/evaluators/evaluate_models.py:get_sensitive_combinations:35: DAR002: Empty description: e (3, 3) ethicml/evaluators/evaluate_models.py:get_sensitive_combinations:38: DAR101: Missing parameter(s) in Docstring: - metrics ethicml/evaluators/evaluate_models.py:get_sensitive_combinations:38: DAR101: Missing parameter(s) in Docstring: - train ethicml/evaluators/evaluate_models.py:per_sens_metrics_check:45: DAR401: Missing exception(s) in Raises section: -r MetricNotApplicable ethicml/evaluators/evaluate_models.py:per_sens_metrics_check:45: DAR002: Empty description: e (2, 2) ethicml/evaluators/evaluate_models.py:per_sens_metrics_check:48: DAR101: Missing parameter(s) in Docstring: - per_sens_metrics ethicml/evaluators/evaluate_models.py:run_metrics:64: DAR201: Missing "Returns" in Docstring: - return ethicml/evaluators/evaluate_models.py:evaluate_models:144: DAR201: Missing "Returns" in Docstring: - return ethicml/evaluators/evaluate_models.py:_gather_metrics:295: DAR201: Missing "Returns" in Docstring: - return ethicml/evaluators/evaluate_models.py:_gather_metrics:295: DAR002: Empty description: e (2, 2) ethicml/evaluators/evaluate_models.py:_gather_metrics:295: DAR002: Empty description: e (3, 3) ethicml/evaluators/evaluate_models.py:_gather_metrics:295: DAR002: Empty description: e (4, 4) ethicml/evaluators/evaluate_models.py:_gather_metrics:295: DAR002: Empty description: e (5, 5) ethicml/evaluators/evaluate_models.py:_gather_metrics:295: DAR002: Empty description: e (6, 6) ethicml/evaluators/evaluate_models.py:_gather_metrics:295: DAR002: Empty description: e (7, 7) ethicml/evaluators/evaluate_models.py:_gather_metrics:295: DAR002: Empty description: e (8, 8) ethicml/evaluators/evaluate_models.py:_gather_metrics:298: DAR101: Missing parameter(s) in Docstring: - all_predictions ethicml/evaluators/evaluate_models.py:_gather_metrics:298: DAR101: Missing parameter(s) in Docstring: - inprocess_models ethicml/evaluators/evaluate_models.py:_gather_metrics:298: DAR101: Missing parameter(s) in Docstring: - metrics ethicml/evaluators/evaluate_models.py:_gather_metrics:298: DAR101: Missing parameter(s) in Docstring: - outdir ethicml/evaluators/evaluate_models.py:_gather_metrics:298: DAR101: Missing parameter(s) in Docstring: - per_sens_metrics ethicml/evaluators/evaluate_models.py:_gather_metrics:298: DAR101: Missing parameter(s) in Docstring: - test_data ethicml/evaluators/evaluate_models.py:_gather_metrics:298: DAR101: Missing parameter(s) in Docstring: - topic ethicml/visualisation/plot.py:single_plot:237: DAR401: Missing exception(s) in Raises section: -r ValueError ethicml/visualisation/plot.py:plot_results:307: DAR401: Missing exception(s) in Raises section: -r ValueError ethicml/visualisation/common.py:common_plotting_settings:32: DAR201: Missing "Returns" in Docstring: - return ethicml/visualisation/common.py:errorbox:69: DAR201: Missing "Returns" in Docstring: - return ethicml/visualisation/common.py:scatter:179: DAR201: Missing "Returns" in Docstring: - return ethicml/utility/heaviside.py:apply:13: DAR201: Missing "Returns" in Docstring: - return ethicml/utility/data_helpers.py:shuffle_df:9: DAR201: Missing "Returns" in Docstring: - return ethicml/utility/data_helpers.py:shuffle_df:9: DAR002: Empty description: e (2, 2) ethicml/utility/data_helpers.py:shuffle_df:9: DAR002: Empty description: e (3, 3) ethicml/utility/data_helpers.py:shuffle_df:12: DAR101: Missing parameter(s) in Docstring: - df ethicml/utility/data_helpers.py:shuffle_df:12: DAR101: Missing parameter(s) in Docstring: - random_state ethicml/utility/data_helpers.py:undo_one_hot:29: DAR201: Missing "Returns" in Docstring: - return ethicml/utility/data_helpers.py:undo_one_hot:29: DAR002: Empty description: e (2, 2) ethicml/utility/data_helpers.py:undo_one_hot:32: DAR101: Missing parameter(s) in Docstring: - df ethicml/utility/data_structures.py:from_npz:115: DAR201: Missing "Returns" in Docstring: - return ethicml/utility/data_structures.py:apply_to_joined_df:174: DAR201: Missing "Returns" in Docstring: - return ethicml/utility/data_structures.py:from_npz:223: DAR201: Missing "Returns" in Docstring: - return ethicml/utility/data_structures.py:get_s_subset:251: DAR201: Missing "Returns" in Docstring: - return ethicml/utility/data_structures.py:from_npz:271: DAR201: Missing "Returns" in Docstring: - return ethicml/utility/data_structures.py:concat_dt:339: DAR201: Missing "Returns" in Docstring: - return ethicml/utility/data_structures.py:make_results:414: DAR201: Missing "Returns" in Docstring: - return ethicml/utility/data_structures.py:append_from_csv:457: DAR201: Missing "Returns" in Docstring: - return ethicml/utility/data_structures.py:filter_results:490: DAR201: Missing "Returns" in Docstring: - return ethicml/utility/data_structures.py:filter_and_map_results:503: DAR201: Missing "Returns" in Docstring: - return ethicml/utility/data_structures.py:aggregate_results:516: DAR201: Missing "Returns" in Docstring: - return ```
tmke8 commented 2 years ago

closed in #721