Module Expr Str ImportFrom alias alias alias Assign NameStore NameLoad Assign NameStore NameLoad FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad NameLoad attr Str NameLoad Call NameLoad Str keyword Str Expr Call AttributeLoad NameLoad attr Str NameLoad Call NameLoad Str keyword Str keyword ListLoad Str Expr Call AttributeLoad NameLoad attr Str Str Call NameLoad Str keyword Str keyword ListLoad Str Expr Call AttributeLoad NameLoad attr Str Str Call NameLoad Str keyword Str keyword ListLoad Str Expr Call AttributeLoad NameLoad attr Str Str Call NameLoad Str keyword Str keyword ListLoad Str Expr Call AttributeLoad NameLoad attr Str Str Call NameLoad Str keyword Str keyword ListLoad Str Expr Call AttributeLoad NameLoad attr Str Str Call NameLoad Str keyword Str keyword ListLoad Str Expr Call AttributeLoad NameLoad attr Str Str Call NameLoad Str keyword Str keyword ListLoad Str Expr Call AttributeLoad NameLoad attr Str Str Call NameLoad Str keyword Str keyword ListLoad Str Expr Call AttributeLoad NameLoad attr Str Str Call NameLoad Str keyword Str keyword ListLoad Str Expr Call AttributeLoad NameLoad attr Str Str Call NameLoad Str keyword Str keyword ListLoad Str Assign NameStore Call NameLoad Str Assign NameStore Call NameLoad Str Expr Call AttributeLoad NameLoad attr Str Str NameLoad keyword Str keyword ListLoad Str Str Expr Call AttributeLoad NameLoad attr Str Str NameLoad keyword Str keyword ListLoad Str Str Expr Call AttributeLoad NameLoad attr Str Str NameLoad keyword Str keyword ListLoad Str Str decorator_list
N/A N/A Automatic injection of bibliography entries for numpy module
 entries Doi BibTeX Url N/A min_version None N/A max_version None inject N/A N/A injector N/A N/A N/A N/A N/A injector add sklearn None N/A BibTeX 
    @article{pedregosa2011scikit,
        title={Scikit-learn: Machine learning in Python},
        author={Pedregosa, Fabian and Varoquaux, Ga{"e}l and Gramfort,
        Alexandre and Michel, Vincent and Thirion, Bertrand and Grisel,
        Olivier and Blondel, Mathieu and Prettenhofer, Peter and Weiss,
        Ron and Dubourg, Vincent and others},
        journal={The Journal of Machine Learning Research},
        volume={12},
        pages={2825--2830},
        year={2011},
        publisher={JMLR.org}
        }
     description Machine Learning library N/A N/A N/A injector add sklearn.cluster.affinity_propagation_ None N/A Doi 10.1126/science.1136800 description Affinity propagation clustering algorithm tags N/A implementation N/A N/A N/A injector add sklearn.cluster.bicluster SpectralCoclustering._fit N/A Doi 10.1101/gr.648603 description Spectral Coclustering algorithm tags N/A implementation N/A N/A N/A injector add sklearn.cluster.bicluster SpectralBiclustering._fit N/A Doi 10.1101/gr.648603 description Spectral Biclustering algorithm tags N/A implementation N/A N/A N/A injector add sklearn.cluster.birch Birch._fit N/A Doi 10.1145/233269.233324 description BIRCH clustering algorithm tags N/A implementation N/A N/A N/A injector add sklearn.cluster.birch Birch._fit N/A Url https://code.google.com/p/jbirch/ description Java implementation of BIRCH clustering algorithm tags N/A another-implementation N/A N/A N/A injector add sklearn.cluster.dbscan_ dbscan N/A BibTeX @inproceedings{ester1996density,
  title={A density-based algorithm for discovering clusters in large spatial databases with noise.},
  author={Ester, Martin and Kriegel, Hans-Peter and Sander, J{"o}rg and Xu, Xiaowei},
  booktitle={Kdd},
  volume={96},
  number={34},
  pages={226--231},
  year={1996}
} description dbscan clustering algorithm tags N/A implementation N/A N/A N/A injector add sklearn.cluster.mean_shift_ mean_shift N/A Doi 10.1109/34.1000236 description Mean shift clustering algorithm tags N/A implementation N/A N/A N/A injector add sklearn.cluster.spectral discretize N/A Doi 10.1109/ICCV.2003.1238361 description Multiclass spectral clustering tags N/A reference N/A N/A N/A injector add sklearn.cluster.spectral spectral_clustering N/A Doi 10.1109/34.868688 description Spectral clustering tags N/A implementation N/A N/A N/A injector add sklearn.cluster.spectral spectral_clustering N/A Doi 10.1007/s11222-007-9033-z description Spectral clustering tags N/A implementation N/A Breiman_2001 N/A Doi 10.1023/A:1010933404324 N/A Breiman_1984 N/A BibTeX @BOOK{breiman-friedman-olshen-stone-1984,
  author        = {L. Breiman and J. Friedman and R. Olshen and C. Stone},
  title         = {{Classification and Regression Trees}},
  publisher     = {Wadsworth and Brooks},
  address       = {Monterey, CA},
  year          = {1984},
} N/A N/A N/A injector add sklearn.ensemble.forest RandomForestClassifier.predict_proba Breiman_2001 description Random forest classifiers tags N/A implementation edu N/A N/A N/A injector add sklearn.ensemble.forest RandomForestRegressor.predict Breiman_2001 description Random forest regressions tags N/A implementation edu N/A N/A N/A injector add sklearn.tree.tree DecisionTreeClassifier.predict_proba Breiman_1984 description Classification and regression trees tags N/A implementation edu N/A