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Search.setIndex({docnames:["accdoc","apidocumentation","dbscandoc","dectreeapidoc","frequentlyaskedquestions","hingedoc","index","kmeansdoc","lassodoc","linregapidoc","logdoc","logregapidoc","main","manual","msedoc","notebookcreditlocal","notebookcreditmpi","notebookhiggslocal","notebookmnistlocal","notebooksusylocal","pai4skapidocumentation","pcadoc","pysparkapidocumentation","pythonapidocumentation","ranforapidoc","ridgedoc","skaccdoc","skhingedoc","sklogdoc","sklogregdoc","skmsedoc","sksvmloaderfiledoc","snaploaderdoc","snaploaderfiledoc","snapwritedoc","splinregdoc","splogregdoc","spmetdoc","spreaddoc","spsvmdoc","sputildoc","svcdoc","svddoc","svmapidoc","svmloaderdoc","tutorials"],envversion:{"sphinx.domains.c":1,"sphinx.domains.changeset":1,"sphinx.domains.cpp":1,"sphinx.domains.javascript":1,"sphinx.domains.math":2,"sphinx.domains.python":1,"sphinx.domains.rst":1,"sphinx.domains.std":1,"sphinx.ext.intersphinx":1,sphinx:55},filenames:["accdoc.rst","apidocumentation.rst","dbscandoc.rst","dectreeapidoc.rst","frequentlyaskedquestions.rst","hingedoc.rst","index.rst","kmeansdoc.rst","lassodoc.rst","linregapidoc.rst","logdoc.rst","logregapidoc.rst","main.rst","manual.rst","msedoc.rst","notebookcreditlocal.rst","notebookcreditmpi.rst","notebookhiggslocal.rst","notebookmnistlocal.rst","notebooksusylocal.rst","pai4skapidocumentation.rst","pcadoc.rst","pysparkapidocumentation.rst","pythonapidocumentation.rst","ranforapidoc.rst","ridgedoc.rst","skaccdoc.rst","skhingedoc.rst","sklogdoc.rst","sklogregdoc.rst","skmsedoc.rst","sksvmloaderfiledoc.rst","snaploaderdoc.rst","snaploaderfiledoc.rst","snapwritedoc.rst","splinregdoc.rst","splogregdoc.rst","spmetdoc.rst","spreaddoc.rst","spsvmdoc.rst","sputildoc.rst","svcdoc.rst","svddoc.rst","svmapidoc.rst","svmloaderdoc.rst","tutorials.rst"],objects:{"pai4sk.DecisionTreeClassifier":{fit:[23,1,1,""],get_params:[23,1,1,""],predict:[23,1,1,""],predict_log_proba:[23,1,1,""],predict_proba:[23,1,1,""]},"pai4sk.LinearRegression":{fit:[23,1,1,""],get_params:[23,1,1,""],predict:[23,1,1,""]},"pai4sk.LogisticRegression":{fit:[23,1,1,""],get_params:[23,1,1,""],predict:[23,1,1,""],predict_log_proba:[23,1,1,""],predict_proba:[23,1,1,""]},"pai4sk.RandomForestClassifier":{fit:[24,1,1,""],get_params:[24,1,1,""],predict:[24,1,1,""],predict_log_proba:[24,1,1,""],predict_proba:[24,1,1,""]},"pai4sk.SupportVectorMachine":{decision_function:[43,1,1,""],fit:[43,1,1,""],get_params:[43,1,1,""],predict:[43,1,1,""]},"pai4sk.cluster":{DBSCAN:[20,0,1,""],KMeans:[20,0,1,""]},"pai4sk.cluster.DBSCAN":{fit:[20,1,1,""],fit_predict:[20,1,1,""]},"pai4sk.cluster.KMeans":{fit:[20,1,1,""],fit_predict:[20,1,1,""],fit_transform:[20,1,1,""],predict:[20,1,1,""],transform:[20,1,1,""]},"pai4sk.datasets":{load_svmlight_file:[31,2,1,""]},"pai4sk.decomposition":{PCA:[21,0,1,""],TruncatedSVD:[42,0,1,""]},"pai4sk.decomposition.PCA":{fit:[21,1,1,""],fit_transform:[21,1,1,""],inverse_transform:[21,1,1,""],score:[21,1,1,""],transform:[21,1,1,""]},"pai4sk.decomposition.TruncatedSVD":{fit:[42,1,1,""],fit_transform:[42,1,1,""],inverse_transform:[42,1,1,""],transform:[42,1,1,""]},"pai4sk.linear_model":{Lasso:[20,0,1,""],LogisticRegression:[29,0,1,""],Ridge:[25,0,1,""]},"pai4sk.linear_model.Lasso":{fit:[20,1,1,""],predict:[20,1,1,""]},"pai4sk.linear_model.LogisticRegression":{fit:[29,1,1,""],predict:[29,1,1,""],predict_log_proba:[29,1,1,""],predict_proba:[29,1,1,""]},"pai4sk.linear_model.Ridge":{fit:[25,1,1,""],predict:[25,1,1,""]},"pai4sk.metrics":{accuracy_score:[26,2,1,""],hinge_loss:[27,2,1,""],log_loss:[28,2,1,""],mean_squared_error:[30,2,1,""]},"pai4sk.sml_io":{load_from_snap_format:[32,2,1,""],load_from_svmlight_format:[44,2,1,""],load_snap_file:[33,2,1,""],write_to_snap_format:[34,2,1,""]},"pai4sk.sml_metrics":{accuracy_score:[0,2,1,""],hinge_loss:[5,2,1,""],log_loss:[10,2,1,""],mean_squared_error:[14,2,1,""]},"pai4sk.svm":{LinearSVC:[41,0,1,""]},"pai4sk.svm.LinearSVC":{decision_function:[41,1,1,""],fit:[41,1,1,""],predict:[41,1,1,""]},"snap_ml_spark.DatasetReader":{DatasetReader:[38,0,1,""]},"snap_ml_spark.DatasetReader.DatasetReader":{load:[38,1,1,""],setFormat:[38,1,1,""],setNumFt:[38,1,1,""],takeRange:[38,1,1,""]},"snap_ml_spark.LinearRegression":{LinearRegression:[35,0,1,""]},"snap_ml_spark.LinearRegression.LinearRegression":{fit:[35,1,1,""],get_params:[35,1,1,""],predict:[35,1,1,""]},"snap_ml_spark.LogisticRegression":{LogisticRegression:[36,0,1,""]},"snap_ml_spark.LogisticRegression.LogisticRegression":{fit:[36,1,1,""],get_params:[36,1,1,""],predict:[36,1,1,""],predict_proba:[36,1,1,""]},"snap_ml_spark.Metrics":{accuracy:[37,2,1,""],f1score:[37,2,1,""],logisticLoss:[37,2,1,""],meanSquaredError:[37,2,1,""],precision:[37,2,1,""],recall:[37,2,1,""]},"snap_ml_spark.SupportVectorMachine":{SupportVectorMachine:[39,0,1,""]},"snap_ml_spark.SupportVectorMachine.SupportVectorMachine":{fit:[39,1,1,""],get_params:[39,1,1,""],predict:[39,1,1,""]},"snap_ml_spark.Utils":{dump_to_snap_format:[40,2,1,""],read_from_snap_format:[40,2,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