Automated Code Analysis

pyflakes analysis of python-scikits-learn_0.7.1.dfsg-2_all.deb

./usr/share/pyshared/scikits/learn/fastica.py:207: redefinition of function 'g' from line 200
./usr/share/pyshared/scikits/learn/fastica.py:209: redefinition of function 'gprime' from line 203
./usr/share/pyshared/scikits/learn/fastica.py:212: redefinition of function 'g' from line 207
./usr/share/pyshared/scikits/learn/fastica.py:214: redefinition of function 'gprime' from line 209
./usr/share/pyshared/scikits/learn/fastica.py:223: redefinition of function 'g' from line 212
./usr/share/pyshared/scikits/learn/fastica.py:225: redefinition of function 'gprime' from line 214
./usr/share/pyshared/scikits/learn/grid_search.py:20: redefinition of unused 'product' from line 18
./usr/share/pyshared/scikits/learn/pipeline.py:10: 'np' imported but unused
./usr/share/pyshared/scikits/learn/covariance/__init__.py:13: 'shrunk_covariance' imported but unused
./usr/share/pyshared/scikits/learn/covariance/__init__.py:13: 'ShrunkCovariance' imported but unused
./usr/share/pyshared/scikits/learn/covariance/__init__.py:13: 'Covariance' imported but unused
./usr/share/pyshared/scikits/learn/covariance/__init__.py:14: 'LedoitWolf' imported but unused
./usr/share/pyshared/scikits/learn/covariance/__init__.py:14: 'ledoit_wolf' imported but unused
./usr/share/pyshared/scikits/learn/feature_selection/__init__.py:3: 'f_classif' imported but unused
./usr/share/pyshared/scikits/learn/feature_selection/__init__.py:4: 'f_regression' imported but unused
./usr/share/pyshared/scikits/learn/feature_selection/__init__.py:5: 'SelectPercentile' imported but unused
./usr/share/pyshared/scikits/learn/feature_selection/__init__.py:6: 'SelectKBest' imported but unused
./usr/share/pyshared/scikits/learn/feature_selection/__init__.py:7: 'SelectFpr' imported but unused
./usr/share/pyshared/scikits/learn/feature_selection/__init__.py:8: 'SelectFdr' imported but unused
./usr/share/pyshared/scikits/learn/feature_selection/__init__.py:9: 'SelectFwe' imported but unused
./usr/share/pyshared/scikits/learn/feature_selection/__init__.py:10: 'GenericUnivariateSelect' imported but unused
./usr/share/pyshared/scikits/learn/feature_selection/__init__.py:12: 'RFE' imported but unused
./usr/share/pyshared/scikits/learn/feature_selection/__init__.py:13: 'RFECV' imported but unused
./usr/share/pyshared/scikits/learn/externals/joblib/__init__.py:3: 'from joblib import *' used; unable to detect undefined names
./usr/share/pyshared/scikits/learn/preprocessing/setup.py:1: 'join' imported but unused
./usr/share/pyshared/scikits/learn/preprocessing/setup.py:2: 'warnings' imported but unused
./usr/share/pyshared/scikits/learn/preprocessing/setup.py:3: 'numpy' imported but unused
./usr/share/pyshared/scikits/learn/preprocessing/setup.py:8: 'get_info' imported but unused
./usr/share/pyshared/scikits/learn/preprocessing/setup.py:8: 'get_standard_file' imported but unused
./usr/share/pyshared/scikits/learn/preprocessing/setup.py:8: 'BlasNotFoundError' imported but unused
./usr/share/pyshared/scikits/learn/preprocessing/sparse/setup.py:2: 'warnings' imported but unused
./usr/share/pyshared/scikits/learn/preprocessing/sparse/setup.py:4: 'sys' imported but unused
./usr/share/pyshared/scikits/learn/preprocessing/sparse/setup.py:8: 'get_info' imported but unused
./usr/share/pyshared/scikits/learn/preprocessing/sparse/setup.py:9: 'get_standard_file' imported but unused
./usr/share/pyshared/scikits/learn/preprocessing/sparse/setup.py:10: 'BlasNotFoundError' imported but unused
./usr/share/pyshared/scikits/learn/preprocessing/sparse/__init__.py:9: 'DenseLengthNormalizer' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:5: 'SpectralClustering' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:5: 'spectral_clustering' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:6: 'MeanShift' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:6: 'mean_shift' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:6: 'estimate_bandwidth' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:7: 'AffinityPropagation' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:7: 'affinity_propagation' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:8: 'KMeans' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:8: 'k_means' imported but unused
./usr/share/pyshared/scikits/learn/datasets/mlcomp.py:6: 'np' imported but unused
./usr/share/pyshared/scikits/learn/datasets/__init__.py:1: 'load_diabetes' imported but unused
./usr/share/pyshared/scikits/learn/datasets/__init__.py:2: 'load_digits' imported but unused
./usr/share/pyshared/scikits/learn/datasets/__init__.py:3: 'load_files' imported but unused
./usr/share/pyshared/scikits/learn/datasets/__init__.py:4: 'load_iris' imported but unused
./usr/share/pyshared/scikits/learn/datasets/__init__.py:5: 'load_mlcomp' imported but unused
./usr/share/pyshared/scikits/learn/svm/setup.py:8: redefinition of unused 'ConfigParser' from line 6
./usr/share/pyshared/scikits/learn/svm/setup.py:8: 'ConfigParser' imported but unused
./usr/share/pyshared/scikits/learn/svm/setup.py:14: 'get_standard_file' imported but unused
./usr/share/pyshared/scikits/learn/svm/__init__.py:13: 'NuSVR' imported but unused
./usr/share/pyshared/scikits/learn/svm/__init__.py:13: 'SVC' imported but unused
./usr/share/pyshared/scikits/learn/svm/__init__.py:13: 'NuSVC' imported but unused
./usr/share/pyshared/scikits/learn/svm/__init__.py:13: 'OneClassSVM' imported but unused
./usr/share/pyshared/scikits/learn/svm/__init__.py:13: 'SVR' imported but unused
./usr/share/pyshared/scikits/learn/svm/__init__.py:14: 'LinearSVC' imported but unused
./usr/share/pyshared/scikits/learn/svm/__init__.py:15: 'sparse' imported but unused
./usr/share/pyshared/scikits/learn/svm/sparse/setup.py:2: 'sys' imported but unused
./usr/share/pyshared/scikits/learn/svm/sparse/setup.py:3: 'warnings' imported but unused
./usr/share/pyshared/scikits/learn/svm/sparse/setup.py:8: 'get_info' imported but unused
./usr/share/pyshared/scikits/learn/svm/sparse/setup.py:8: 'get_standard_file' imported but unused
./usr/share/pyshared/scikits/learn/svm/sparse/setup.py:8: 'BlasNotFoundError' imported but unused
./usr/share/pyshared/scikits/learn/svm/sparse/__init__.py:21: 'NuSVR' imported but unused
./usr/share/pyshared/scikits/learn/svm/sparse/__init__.py:21: 'SVC' imported but unused
./usr/share/pyshared/scikits/learn/svm/sparse/__init__.py:21: 'NuSVC' imported but unused
./usr/share/pyshared/scikits/learn/svm/sparse/__init__.py:21: 'OneClassSVM' imported but unused
./usr/share/pyshared/scikits/learn/svm/sparse/__init__.py:21: 'SVR' imported but unused
./usr/share/pyshared/scikits/learn/svm/sparse/__init__.py:22: 'LinearSVC' imported but unused
./usr/share/pyshared/scikits/learn/svm/sparse/liblinear.py:2: 'np' imported but unused
./usr/share/pyshared/scikits/learn/svm/sparse/liblinear.py:7: redefinition of unused 'SparseBaseLibLinear' from line 5
./usr/share/pyshared/scikits/learn/svm/sparse/liblinear.py:8: '_liblinear' imported but unused
./usr/share/pyshared/scikits/learn/utils/extmath.py:22: 'linalg' imported but unused
./usr/share/pyshared/scikits/learn/utils/extmath.py:38: 'linalg' imported but unused
./usr/share/pyshared/scikits/learn/utils/extmath.py:152: 'sparse' imported but unused
./usr/share/pyshared/scikits/learn/utils/setup.py:2: 'get_standard_file' imported but unused
./usr/share/pyshared/scikits/learn/utils/setup.py:2: 'BlasNotFoundError' imported but unused
./usr/share/pyshared/scikits/learn/utils/graph.py:73: 'cs_graph_components' imported but unused
./usr/share/pyshared/scikits/learn/utils/sparsetools/setup.py:2: 'numpy' imported but unused
./usr/share/pyshared/scikits/learn/utils/sparsetools/__init__.py:4: 'cs_graph_components' imported but unused
./usr/share/pyshared/scikits/learn/utils/sparsetools/csgraph.py:17: redefinition of unused '_csgraph' from line 28
./usr/share/pyshared/scikits/learn/utils/tests/test_graph.py:7: 'nose' imported but unused
./usr/share/pyshared/scikits/learn/gaussian_process/__init__.py:35: 'GaussianProcess' imported but unused
./usr/share/pyshared/scikits/learn/gaussian_process/__init__.py:36: 'correlation_models' imported but unused
./usr/share/pyshared/scikits/learn/gaussian_process/__init__.py:37: 'regression_models' imported but unused
./usr/share/pyshared/scikits/learn/gaussian_process/gaussian_process.py:13: 'LeaveOneOut' imported but unused
./usr/share/pyshared/scikits/learn/gaussian_process/gaussian_process.py:14: 'delayed' imported but unused
./usr/share/pyshared/scikits/learn/gaussian_process/gaussian_process.py:14: 'Parallel' imported but unused
./usr/share/pyshared/scikits/learn/feature_extraction/__init__.py:3: 'img_to_graph' imported but unused
./usr/share/pyshared/scikits/learn/feature_extraction/__init__.py:4: 'text' imported but unused
./usr/share/pyshared/scikits/learn/feature_extraction/text/__init__.py:7: 'CharNGramAnalyzer' imported but unused
./usr/share/pyshared/scikits/learn/feature_extraction/text/__init__.py:8: 'CountVectorizer' imported but unused
./usr/share/pyshared/scikits/learn/feature_extraction/text/__init__.py:9: 'DEFAULT_ANALYZER' imported but unused
./usr/share/pyshared/scikits/learn/feature_extraction/text/__init__.py:10: 'DEFAULT_PREPROCESSOR' imported but unused
./usr/share/pyshared/scikits/learn/feature_extraction/text/__init__.py:11: 'ENGLISH_STOP_WORDS' imported but unused
./usr/share/pyshared/scikits/learn/feature_extraction/text/__init__.py:12: 'RomanPreprocessor' imported but unused
./usr/share/pyshared/scikits/learn/feature_extraction/text/__init__.py:13: 'TfidfTransformer' imported but unused
./usr/share/pyshared/scikits/learn/feature_extraction/text/__init__.py:14: 'Vectorizer' imported but unused
./usr/share/pyshared/scikits/learn/feature_extraction/text/__init__.py:15: 'WordNGramAnalyzer' imported but unused
./usr/share/pyshared/scikits/learn/feature_extraction/text/__init__.py:16: 'strip_accents' imported but unused
./usr/share/pyshared/scikits/learn/feature_extraction/text/__init__.py:17: 'strip_tags' imported but unused
./usr/share/pyshared/scikits/learn/feature_extraction/text/__init__.py:18: 'to_ascii' imported but unused
./usr/share/pyshared/scikits/learn/feature_extraction/tests/test_text.py:19: 'SparseLinearSVC' imported but unused
./usr/share/pyshared/scikits/learn/feature_extraction/tests/test_text.py:22: 'la' imported but unused
./usr/share/pyshared/scikits/learn/feature_extraction/tests/test_text.py:23: 'from nose.tools import *' used; unable to detect undefined names
./usr/share/pyshared/scikits/learn/metrics/__init__.py:6: 'f1_score' imported but unused
./usr/share/pyshared/scikits/learn/metrics/__init__.py:6: 'auc' imported but unused
./usr/share/pyshared/scikits/learn/metrics/__init__.py:6: 'r2_score' imported but unused
./usr/share/pyshared/scikits/learn/metrics/__init__.py:6: 'precision_score' imported but unused
./usr/share/pyshared/scikits/learn/metrics/__init__.py:6: 'classification_report' imported but unused
./usr/share/pyshared/scikits/learn/metrics/__init__.py:6: 'zero_one_score' imported but unused
./usr/share/pyshared/scikits/learn/metrics/__init__.py:6: 'mean_square_error' imported but unused
./usr/share/pyshared/scikits/learn/metrics/__init__.py:6: 'recall_score' imported but unused
./usr/share/pyshared/scikits/learn/metrics/__init__.py:6: 'roc_curve' imported but unused
./usr/share/pyshared/scikits/learn/metrics/__init__.py:6: 'precision_recall_fscore_support' imported but unused
./usr/share/pyshared/scikits/learn/metrics/__init__.py:6: 'fbeta_score' imported but unused
./usr/share/pyshared/scikits/learn/metrics/__init__.py:6: 'explained_variance_score' imported but unused
./usr/share/pyshared/scikits/learn/metrics/__init__.py:6: 'confusion_matrix' imported but unused
./usr/share/pyshared/scikits/learn/metrics/__init__.py:6: 'precision_recall_curve' imported but unused
./usr/share/pyshared/scikits/learn/metrics/__init__.py:6: 'zero_one' imported but unused
./usr/share/pyshared/scikits/learn/metrics/__init__.py:12: 'euclidean_distances' imported but unused
./usr/share/pyshared/scikits/learn/metrics/tests/test_metrics.py:3: 'nose' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/least_angle.py:117: undefined name 'gamma_'
./usr/share/pyshared/scikits/learn/linear_model/least_angle.py:117: undefined name 'eq_dir'
./usr/share/pyshared/scikits/learn/linear_model/least_angle.py:119: undefined name 'gamma_'
./usr/share/pyshared/scikits/learn/linear_model/least_angle.py:119: undefined name 'least_squares'
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:17: 'Log' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:17: 'LinearRegression' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:17: 'SquaredLoss' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:17: 'Huber' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:17: 'Hinge' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:17: 'ModifiedHuber' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:20: 'ARDRegression' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:20: 'BayesianRidge' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:21: 'lars_path' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:21: 'LassoLARS' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:21: 'LARS' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:22: 'ElasticNetCV' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:22: 'lasso_path' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:22: 'LassoCV' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:22: 'enet_path' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:22: 'ElasticNet' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:22: 'Lasso' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:24: 'SGDRegressor' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:24: 'SGDClassifier' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:25: 'RidgeClassifierCV' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:25: 'Ridge' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:25: 'RidgeCV' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:25: 'RidgeClassifier' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:26: 'LogisticRegression' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:28: 'sparse' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/sparse/setup.py:2: 'warnings' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/sparse/setup.py:4: 'sys' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/sparse/setup.py:9: 'get_info' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/sparse/setup.py:10: 'get_standard_file' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/sparse/setup.py:11: 'BlasNotFoundError' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/sparse/__init__.py:10: 'ElasticNet' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/sparse/__init__.py:10: 'Lasso' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/sparse/__init__.py:11: 'LogisticRegression' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/sparse/__init__.py:12: 'SGDClassifier' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/sparse/__init__.py:12: 'SGDRegressor' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/sparse/tests/test_logistic.py:3: 'assert_array_almost_equal' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/sparse/tests/test_logistic.py:70: redefinition of unused 'nose' from line 5
./usr/share/pyshared/scikits/learn/linear_model/tests/test_logistic.py:3: 'assert_almost_equal' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/tests/test_logistic.py:3: 'assert_array_almost_equal' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/tests/test_logistic.py:73: redefinition of unused 'nose' from line 5
./usr/share/pyshared/scikits/learn/linear_model/tests/test_sgd.py:65: local variable 'clf' is assigned to but never used
./usr/share/pyshared/scikits/learn/linear_model/tests/test_sgd.py:81: local variable 'clf' is assigned to but never used
./usr/share/pyshared/scikits/learn/linear_model/tests/test_sgd.py:86: local variable 'clf' is assigned to but never used
./usr/share/pyshared/scikits/learn/linear_model/tests/test_sgd.py:91: local variable 'clf' is assigned to but never used
./usr/share/pyshared/scikits/learn/linear_model/tests/test_sgd.py:97: local variable 'clf' is assigned to but never used
./usr/share/pyshared/scikits/learn/linear_model/tests/test_sgd.py:103: local variable 'clf' is assigned to but never used
./usr/share/pyshared/scikits/learn/linear_model/tests/test_sgd.py:109: local variable 'clf' is assigned to but never used
./usr/share/pyshared/scikits/learn/linear_model/tests/test_sgd.py:225: local variable 'clf' is assigned to but never used
./usr/share/pyshared/scikits/learn/linear_model/tests/test_sgd.py:239: local variable 'clf' is assigned to but never used
./usr/share/pyshared/scikits/learn/linear_model/tests/test_bayes.py:8: 'assert_array_almost_equal' imported but unused
./usr/share/pyshared/scikits/learn/tests/test_pipeline.py:7: 'np' imported but unused
./usr/share/pyshared/scikits/learn/tests/test_init.py:10: 'assert_true' imported but unused
./usr/share/pyshared/scikits/learn/tests/test_init.py:10: 'assert_false' imported but unused
./usr/share/pyshared/scikits/learn/tests/test_init.py:10: 'assert_raises' imported but unused
./usr/share/pyshared/scikits/learn/tests/test_init.py:14: 'from scikits.learn import *' used; unable to detect undefined names

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