Automated Code Analysis

pyflakes analysis of python-scikits-learn_0.8.0.dfsg-1_all.deb

./usr/share/pyshared/scikits/learn/grid_search.py:21: redefinition of unused 'product' from line 19
./usr/share/pyshared/scikits/learn/covariance/__init__.py:13: 'log_likelihood' imported but unused
./usr/share/pyshared/scikits/learn/covariance/__init__.py:13: 'empirical_covariance' imported but unused
./usr/share/pyshared/scikits/learn/covariance/__init__.py:13: 'EmpiricalCovariance' imported but unused
./usr/share/pyshared/scikits/learn/covariance/__init__.py:15: 'ShrunkCovariance' imported but unused
./usr/share/pyshared/scikits/learn/covariance/__init__.py:15: 'shrunk_covariance' imported but unused
./usr/share/pyshared/scikits/learn/covariance/__init__.py:15: 'LedoitWolf' imported but unused
./usr/share/pyshared/scikits/learn/covariance/__init__.py:15: 'oas' imported but unused
./usr/share/pyshared/scikits/learn/covariance/__init__.py:15: 'ledoit_wolf' imported but unused
./usr/share/pyshared/scikits/learn/covariance/__init__.py:15: 'OAS' 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/setup.py:5: 'join' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:4: 'SpectralClustering' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:4: 'spectral_clustering' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:5: 'MeanShift' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:5: 'mean_shift' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:5: 'estimate_bandwidth' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:6: 'AffinityPropagation' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:6: 'affinity_propagation' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:7: 'KMeans' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:7: 'k_means' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:8: 'WardAgglomeration' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:8: 'ward_tree' imported but unused
./usr/share/pyshared/scikits/learn/cluster/__init__.py:8: 'Ward' 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:4: 'load_iris' imported but unused
./usr/share/pyshared/scikits/learn/datasets/__init__.py:5: 'load_linnerud' imported but unused
./usr/share/pyshared/scikits/learn/datasets/__init__.py:6: 'get_data_home' imported but unused
./usr/share/pyshared/scikits/learn/datasets/__init__.py:7: 'clear_data_home' imported but unused
./usr/share/pyshared/scikits/learn/datasets/__init__.py:8: 'load_mlcomp' imported but unused
./usr/share/pyshared/scikits/learn/datasets/__init__.py:9: 'load_lfw_pairs' imported but unused
./usr/share/pyshared/scikits/learn/datasets/__init__.py:10: 'load_lfw_people' imported but unused
./usr/share/pyshared/scikits/learn/datasets/__init__.py:11: 'fetch_lfw_pairs' imported but unused
./usr/share/pyshared/scikits/learn/datasets/__init__.py:12: 'fetch_lfw_people' imported but unused
./usr/share/pyshared/scikits/learn/datasets/__init__.py:13: 'fetch_20newsgroups' imported but unused
./usr/share/pyshared/scikits/learn/datasets/__init__.py:14: 'load_20newsgroups' imported but unused
./usr/share/pyshared/scikits/learn/datasets/lfw.py:36: redefinition of unused 'imread' from line 34
./usr/share/pyshared/scikits/learn/datasets/lfw.py:39: redefinition of unused 'imread' from line 36
./usr/share/pyshared/scikits/learn/datasets/lfw.py:39: redefinition of unused 'imresize' from line 37
./usr/share/pyshared/scikits/learn/datasets/lfw.py:146: undefined name 'ImporError'
./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: 'LinearSVC' 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: 'l1_min_c' imported but unused
./usr/share/pyshared/scikits/learn/svm/__init__.py:15: 'libsvm' imported but unused
./usr/share/pyshared/scikits/learn/svm/__init__.py:15: 'sparse' imported but unused
./usr/share/pyshared/scikits/learn/svm/__init__.py:15: 'liblinear' imported but unused
./usr/share/pyshared/scikits/learn/svm/sparse/__init__.py:21: 'LinearSVC' 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: 'libsvm' imported but unused
./usr/share/pyshared/scikits/learn/utils/extmath.py:23: 'linalg' imported but unused
./usr/share/pyshared/scikits/learn/utils/extmath.py:39: 'linalg' imported but unused
./usr/share/pyshared/scikits/learn/utils/extmath.py:153: '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/tests/test_text.py:19: 'la' imported but unused
./usr/share/pyshared/scikits/learn/feature_extraction/tests/test_text.py:20: 'from nose.tools import *' used; unable to detect undefined names
./usr/share/pyshared/scikits/learn/decomposition/__init__.py:5: 'ProjectedGradientNMF' imported but unused
./usr/share/pyshared/scikits/learn/decomposition/__init__.py:5: 'NMF' imported but unused
./usr/share/pyshared/scikits/learn/decomposition/__init__.py:6: 'KernelPCA' imported but unused
./usr/share/pyshared/scikits/learn/decomposition/__init__.py:6: 'RandomizedPCA' imported but unused
./usr/share/pyshared/scikits/learn/decomposition/__init__.py:6: 'ProbabilisticPCA' imported but unused
./usr/share/pyshared/scikits/learn/decomposition/__init__.py:6: 'PCA' imported but unused
./usr/share/pyshared/scikits/learn/decomposition/__init__.py:7: 'FastICA' imported but unused
./usr/share/pyshared/scikits/learn/decomposition/__init__.py:7: 'fastica' imported but unused
./usr/share/pyshared/scikits/learn/decomposition/fastica_.py:212: redefinition of function 'g' from line 203
./usr/share/pyshared/scikits/learn/decomposition/fastica_.py:215: redefinition of function 'gprime' from line 207
./usr/share/pyshared/scikits/learn/decomposition/fastica_.py:219: redefinition of function 'g' from line 212
./usr/share/pyshared/scikits/learn/decomposition/fastica_.py:222: redefinition of function 'gprime' from line 215
./usr/share/pyshared/scikits/learn/decomposition/fastica_.py:231: redefinition of function 'g' from line 219
./usr/share/pyshared/scikits/learn/decomposition/fastica_.py:234: redefinition of function 'gprime' from line 222
./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/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:15: 'Log' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:15: 'LinearRegression' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:15: 'SquaredLoss' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:15: 'Huber' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:15: 'Hinge' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:15: 'ModifiedHuber' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:18: 'ARDRegression' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:18: 'BayesianRidge' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:19: 'lars_path' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:19: 'LassoLARS' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:19: 'LARS' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:20: 'ElasticNetCV' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:20: 'lasso_path' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:20: 'LassoCV' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:20: 'enet_path' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:20: 'ElasticNet' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:20: 'Lasso' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:22: 'SGDRegressor' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:22: 'SGDClassifier' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:23: 'RidgeClassifierCV' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:23: 'Ridge' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:23: 'RidgeCV' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:23: 'RidgeClassifier' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:24: 'LogisticRegression' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/__init__.py:26: '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:7: 'ElasticNet' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/sparse/__init__.py:7: 'Lasso' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/sparse/__init__.py:8: 'LogisticRegression' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/sparse/__init__.py:9: 'SGDClassifier' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/sparse/__init__.py:9: 'SGDRegressor' imported but unused
./usr/share/pyshared/scikits/learn/linear_model/tests/test_sgd.py:80: local variable 'clf' is assigned to but never used
./usr/share/pyshared/scikits/learn/linear_model/tests/test_sgd.py:96: local variable 'clf' is assigned to but never used
./usr/share/pyshared/scikits/learn/linear_model/tests/test_sgd.py:101: local variable 'clf' is assigned to but never used
./usr/share/pyshared/scikits/learn/linear_model/tests/test_sgd.py:106: local variable 'clf' is assigned to but never used
./usr/share/pyshared/scikits/learn/linear_model/tests/test_sgd.py:112: local variable 'clf' is assigned to but never used
./usr/share/pyshared/scikits/learn/linear_model/tests/test_sgd.py:118: local variable 'clf' is assigned to but never used
./usr/share/pyshared/scikits/learn/linear_model/tests/test_sgd.py:124: local variable 'clf' is assigned to but never used
./usr/share/pyshared/scikits/learn/linear_model/tests/test_sgd.py:359: local variable 'clf' is assigned to but never used
./usr/share/pyshared/scikits/learn/linear_model/tests/test_sgd.py:373: 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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