Module Expr Str ImportFrom alias Assign NameStore Str Assign NameStore Str Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore Str Assign NameStore Str Assign NameStore Str Import alias Import alias Import alias Import alias Import alias Import alias Import alias Import alias ImportFrom alias alias ImportFrom alias ImportFrom alias alias alias ImportFrom alias ClassDef bases NameLoad body Expr Str FunctionDef arguments args NameParam NameParam NameParam NameParam defaults Str body Expr Str If CompareNotIn NameLoad TupleLoad Str Str body Raise Call NameLoad BinOpMod Str Call NameLoad NameLoad If CompareNotIn NameLoad TupleLoad Str Str Str body Raise Call NameLoad BinOpMod Str Call NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign AttributeStore NameLoad attr TupleLoad Str Str Str Str Str If CompareEq NameLoad Str body Assign AttributeStore NameLoad attr BinOpAdd AttributeLoad NameLoad attr TupleLoad Str Str Str Str Str Str Assign AttributeStore NameLoad attr Dict For TupleStore NameStore NameStore Call NameLoad AttributeLoad NameLoad attr body Assign SubscriptStore AttributeLoad NameLoad attr Index NameLoad NameLoad Assign AttributeStore NameLoad attr TupleLoad NameLoad NameLoad NameLoad NameLoad NameLoad If CompareEq NameLoad Str body Assign AttributeStore NameLoad attr BinOpAdd AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad NameLoad NameLoad NameLoad NameLoad Assign NameStore IfExp CompareEq NameLoad Str Num Num FunctionDef arguments args NameParam NameParam defaults body Expr Str FunctionDef arguments args NameParam NameParam defaults NameLoad body Expr Str If UnaryOpNot BoolOpOr Call AttributeLoad NameLoad attr Str Call AttributeLoad NameLoad attr Str body Raise Call NameLoad BinOpMod Str NameLoad If UnaryOpNot Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad body Raise Call NameLoad BinOpMod Str Call NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Assign NameStore IfExp Call AttributeLoad NameLoad attr Str Call AttributeLoad NameLoad attr NameLoad Call NameLoad NameLoad FunctionDef arguments args NameParam NameParam NameParam defaults body Expr Str Assign NameStore BinOpMult NameLoad AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad Return Call AttributeLoad NameLoad attr NameLoad keyword NameLoad decorator_list Assign TupleStore NameStore NameStore NameStore NameStore NameStore Call NameLoad NameLoad NameLoad Delete NameDel Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore NameLoad If Call NameLoad NameLoad TupleLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad Call NameLoad NameLoad NameLoad BinOpMult NameLoad NameLoad attr NameLoad orelse Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad keyword NameLoad keyword NameLoad attr NameLoad Return NameLoad decorator_list Assign NameStore Num For NameStore NameLoad body Expr Call NameLoad BinOpMod Str SubscriptLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Index Num Assign NameStore Call NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Num SubscriptLoad AttributeLoad NameLoad attr Index Num Assign NameStore BinOpAdd NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Num Assign SubscriptStore NameLoad ExtSlice Slice NameLoad NameLoad Slice NameLoad Assign NameStore NameLoad Assert CompareEq NameLoad SubscriptLoad AttributeLoad NameLoad attr Index Num decorator_list If CompareEq NameLoad Str body Assign NameStore Num Assign NameStore Num orelse Assert CompareEq NameLoad Str Assign NameStore Num Assign NameStore BinOpMult NameLoad Num Assign NameStore BinOpMult NameLoad Num FunctionDef arguments args NameParam NameParam NameParam defaults body Expr Str Assert CompareEq Call NameLoad NameLoad AttributeLoad NameLoad attr Assign NameStore Call NameLoad NameLoad BinOpMod Str Call NameLoad NameLoad Assign NameStore BinOpMult Num BinOpPow NameLoad Num Assign NameStore TupleLoad BinOpAdd NameLoad NameLoad NameLoad FunctionDef arguments args defaults body Assign NameStore Call NameLoad NameLoad Str Str Assign NameStore SubscriptLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Index Num If UnaryOpNot Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad body Expr Call AttributeLoad NameLoad attr NameLoad Expr Call NameLoad BinOpMod Str NameLoad Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad keyword NameLoad keyword Str keyword NameLoad Expr Call NameLoad NameLoad NameLoad decorator_list If UnaryOpNot Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad body Expr Call NameLoad Str Expr Call NameLoad Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad keyword NameLoad keyword Str keyword NameLoad If CompareEq NameLoad Str body Assign NameStore SubscriptLoad NameLoad ExtSlice Slice NameLoad Slice orelse If CompareEq NameLoad Str body Assign NameStore SubscriptLoad NameLoad ExtSlice Slice NameLoad Slice Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Expr Str Assign NameStore Call NameLoad NameLoad Str Assign NameStore Call AttributeLoad NameLoad attr Str Assign NameStore IfExp CompareEq NameLoad Str Num Num Assign NameStore TupleLoad BinOpAdd NameLoad NameLoad NameLoad FunctionDef arguments args defaults body Assign TupleStore NameStore NameStore ListComp Call NameLoad NameLoad Str NameLoad comprehension NameStore TupleLoad Str Str Assign NameStore SubscriptLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Index Num If UnaryOpNot Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad body Expr Call AttributeLoad NameLoad attr NameLoad Expr Call NameLoad Str Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad keyword NameLoad keyword Str keyword NameLoad Expr Call NameLoad Str Assign NameStore SubscriptLoad NameLoad ExtSlice Slice Slice Num Assign NameStore SubscriptLoad NameLoad ExtSlice Slice Slice Num For TupleStore NameStore NameStore Call NameLoad TupleLoad NameLoad NameLoad TupleLoad NameLoad NameLoad body Expr Call NameLoad NameLoad NameLoad decorator_list If UnaryOpNot Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad body Expr Call NameLoad BinOpMod Str NameLoad Expr Call NameLoad Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad keyword NameLoad keyword Str keyword NameLoad If CompareEq NameLoad Str body Assign NameStore SubscriptLoad NameLoad ExtSlice Slice NameLoad Slice orelse If CompareEq NameLoad Str body Assign NameStore SubscriptLoad NameLoad ExtSlice Slice NameLoad Slice Return NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str If CompareIs NameLoad NameLoad body Raise Call NameLoad Str If UnaryOpNot Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad body Raise Call NameLoad BinOpMod Str NameLoad Return Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad IfExp CompareEq NameLoad Str Str Str decorator_list Assign NameStore Call NameLoad NameLoad FunctionDef arguments args NameParam NameParam defaults body Assert CompareIn NameLoad TupleLoad Str Str Assert BoolOpOr CompareEq NameLoad Str Call AttributeLoad NameLoad attr Str NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Str Return Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad BinOpMod Str NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults body Expr Str Assert CompareIn NameLoad TupleLoad Str Str Str If CompareEq NameLoad Str body Return BinOpAdd Call NameLoad NameLoad Str NameLoad Call NameLoad NameLoad Str NameLoad Assign NameStore TupleLoad Str Str Str If CompareNotIn NameLoad NameLoad body Raise Call NameLoad BinOpMod Str TupleLoad Call NameLoad NameLoad NameLoad Assign NameStore IfExp CompareEq NameLoad Str Str Str If CompareEq NameLoad Str body Assign NameStore ListLoad BinOpMod Str TupleLoad NameLoad NameLoad orelse Assign NameStore Call NameLoad Num IfExp CompareEq NameLoad Str Num Num Assign NameStore ListComp BinOpMod Str TupleLoad NameLoad NameLoad NameLoad comprehension NameStore NameLoad Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Str Return ListComp Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad BinOpMod NameLoad NameLoad comprehension NameStore NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign NameStore IfExp CompareEq NameLoad Str Num Num Assign NameStore TupleLoad Num NameLoad NameLoad Num Assign NameStore TupleLoad Str Str Num Num Str Return Call NameLoad NameLoad NameLoad decorator_list Assign NameStore Call NameLoad NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr keyword NameLoad keyword NameLoad keyword BinOpAdd Call AttributeLoad NameLoad attr NameLoad Num keyword NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults NameLoad NameLoad body Expr Str Assign NameStore Call AttributeLoad Call NameLoad NameLoad NameLoad attr NameLoad If NameLoad body If CompareNotIn Str AttributeLoad AttributeLoad NameLoad attr attr body Raise Call NameLoad BinOpMod Str Call NameLoad AttributeLoad AttributeLoad NameLoad attr attr Assert Call NameLoad NameLoad NameLoad Assert CompareEq Call NameLoad NameLoad Num Assign NameStore Call NameLoad AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr Str Assert CompareEq Call AttributeLoad NameLoad attr Str Num Assign NameStore SubscriptLoad AttributeLoad SubscriptLoad NameLoad Index Num attr Index Num Assign NameStore BinOpAdd TupleLoad NameLoad AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore BinOpAdd BinOpAdd SubscriptLoad NameLoad Slice NameLoad TupleLoad Num SubscriptLoad NameLoad Slice BinOpAdd NameLoad Num Assign NameStore Call NameLoad GeneratorExp Call AttributeLoad NameLoad attr NameLoad comprehension NameStore NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad keyword NameLoad Return NameLoad decorator_list Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr FunctionDef arguments args NameParam defaults body Expr Str Expr Call NameLoad Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assert Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr BinOpMod Str Call NameLoad Call NameLoad AttributeLoad NameLoad attr Assert Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr BinOpMod Str Call NameLoad Call NameLoad AttributeLoad NameLoad attr Delete SubscriptDel NameLoad Index Str Delete SubscriptDel NameLoad Index Str FunctionDef arguments args NameParam defaults body Assert Call NameLoad NameLoad AttributeLoad NameLoad attr If UnaryOpNot Call NameLoad AttributeLoad NameLoad attr NameLoad body Raise Call NameLoad BinOpMod Str TupleLoad Call NameLoad AttributeLoad NameLoad attr Call NameLoad AttributeLoad NameLoad attr Assign NameStore Dict FunctionDef arguments args NameParam defaults body Expr Str Assign NameStore Call AttributeLoad NameLoad attr Str If UnaryOpNot Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad body Raise Call NameLoad BinOpMod Str TupleLoad NameLoad AttributeLoad NameLoad attr Return Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad decorator_list Return Dict Str Str Str Str Str Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr IfExp CompareIn AttributeLoad NameLoad attr TupleLoad Str Str Str Str decorator_list Assign SubscriptStore NameLoad Index Str Call NameLoad AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index Str Call NameLoad AttributeLoad NameLoad attr For NameStore TupleLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr keyword NameLoad Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Expr Str Expr Call NameLoad Assign NameStore SubscriptLoad NameLoad Index Str Assign NameStore SubscriptLoad NameLoad Index Str Delete SubscriptDel NameLoad Index Str Delete SubscriptDel NameLoad Index Str Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Str Assign SubscriptStore NameLoad Index Str Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad SubscriptLoad NameLoad Index Str Assign NameStore SubscriptLoad NameLoad Index Str Assign NameStore SubscriptLoad NameLoad Index Str If CompareEq NameLoad Num body Delete SubscriptDel NameLoad Index Str Return Call AttributeLoad NameLoad attr NameLoad orelse Delete SubscriptDel NameLoad Index Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad Return Call AttributeLoad NameLoad attr NameLoad decorator_list Assign AttributeStore NameLoad attr Call NameLoad NameLoad Assign AttributeStore NameLoad attr Call NameLoad NameLoad decorator_list decorator_list ClassDef bases NameLoad body Expr Str FunctionDef arguments args NameParam NameParam NameParam defaults NameLoad body Expr Str Assign NameStore Call NameLoad NameLoad If UnaryOpNot Call NameLoad GeneratorExp Call NameLoad NameLoad NameLoad comprehension NameStore NameLoad body Raise Call NameLoad Str If CompareNotEq Call NameLoad NameLoad Num body Raise Call NameLoad BinOpMod Str NameLoad Assign NameStore Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Str If CompareNotEq SubscriptLoad NameLoad Index Call AttributeLoad NameLoad attr Str Num body Raise Call NameLoad BinOpMod Str TupleLoad SubscriptLoad NameLoad Index Call AttributeLoad NameLoad attr Str NameLoad NameLoad Assign AttributeStore NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad FunctionDef arguments args NameParam NameParam defaults body Assign NameStore Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Str Assign NameStore Call NameLoad GeneratorExp SubscriptLoad NameLoad Index Call AttributeLoad NameLoad attr NameLoad comprehension NameStore TupleLoad Num Num Assign NameStore Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Str Return Call NameLoad keyword NameLoad keyword SubscriptLoad NameLoad Index Call AttributeLoad NameLoad attr Str keyword NameLoad keyword NameLoad decorator_list Assign NameStore Call NameLoad NameLoad NameLoad Assign AttributeStore NameLoad attr Call NameLoad TupleLoad NameLoad NameLoad Assign AttributeStore NameLoad attr Call NameLoad keyword Call AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults body Expr Str Return Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Expr Str Return Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam defaults body Expr Str Return Call AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Expr Str Return Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Expr Str Return AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Expr Str Return Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam defaults body Expr Str Assign NameStore Call NameLoad NameLoad If CompareNotEq Call NameLoad NameLoad Num body Raise Call NameLoad BinOpMod Str Call NameLoad NameLoad For NameStore TupleLoad Str Str Num Num Str body If CompareNotIn NameLoad NameLoad body Raise Call NameLoad BinOpMod Str Call NameLoad NameLoad If CompareNotEq Call AttributeLoad NameLoad attr Str Num body Raise Call NameLoad BinOpMod Str Call NameLoad NameLoad FunctionDef arguments args NameParam defaults body Assign NameStore Call NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Str Return Call NameLoad NameLoad decorator_list If Call NameLoad NameLoad Str body Assert Call NameLoad NameLoad Str Assign NameStore Call NameLoad AttributeLoad NameLoad attr Assign NameStore Call NameLoad NameLoad Assign NameStore Call NameLoad GeneratorExp SubscriptLoad AttributeLoad NameLoad attr Index Call AttributeLoad NameLoad attr NameLoad comprehension NameStore NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad decorator_list decorator_list FunctionDef arguments args NameParam NameParam defaults body If UnaryOpNot Call AttributeLoad NameLoad attr Call NameLoad NameLoad AttributeLoad NameLoad attr body Raise Call NameLoad BinOpMod Str TupleLoad NameLoad Call NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam defaults body If BoolOpOr CompareLt NameLoad NameLoad CompareGt NameLoad NameLoad body Raise Call NameLoad BinOpMod Str TupleLoad NameLoad NameLoad NameLoad Call NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults body Expr Call NameLoad NameLoad NameLoad Expr Call NameLoad NameLoad NameLoad Num BinOpSub Call NameLoad NameLoad Num Return SubscriptLoad NameLoad Index NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Str Return Call NameLoad Str NameLoad TupleLoad Str Str Str Str Str Str decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam defaults NameLoad body Expr Call NameLoad NameLoad NameLoad Expr Call NameLoad NameLoad NameLoad NameLoad NameLoad Return IfExp CompareEq NameLoad NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Str Return Call NameLoad Str NameLoad Num Num Num decorator_list FunctionDef arguments args NameParam defaults body Expr Str Assign NameStore Str Expr Call NameLoad NameLoad NameLoad Expr Call NameLoad NameLoad NameLoad Num Num If CompareEq NameLoad Num body Return NameLoad orelse Return BinOpAdd BinOpMult NameLoad Num Num decorator_list FunctionDef arguments args NameParam defaults body Expr Str Expr Call NameLoad Str NameLoad If CompareEq NameLoad Num body Return NameLoad orelse If BoolOpOr CompareNotEq BinOpMod NameLoad Num Num CompareLt NameLoad Num CompareGt NameLoad Num body Raise Call NameLoad BinOpMod Str Call NameLoad NameLoad Return BinOpMult NameLoad Num decorator_list FunctionDef arguments args NameParam defaults body Expr Str Return Call NameLoad Str NameLoad Num Num Num decorator_list FunctionDef arguments args NameParam defaults body Expr Str Return Call NameLoad Str NameLoad Num Num decorator_list FunctionDef arguments args NameParam defaults body Expr Str Return Call NameLoad Str NameLoad Num Num decorator_list FunctionDef arguments args NameParam defaults body Expr Str Return Call NameLoad Str NameLoad Num Num decorator_list FunctionDef arguments args NameParam defaults body Expr Str Return Call NameLoad Str NameLoad TupleLoad Num Num decorator_list FunctionDef arguments args NameParam defaults body Expr Str Return Call NameLoad Str NameLoad TupleLoad Num Num decorator_list FunctionDef arguments args NameParam defaults body Expr Str Return Call NameLoad Str NameLoad Num Num decorator_list FunctionDef arguments args defaults body Assign NameStore Call NameLoad Call AttributeLoad Str attr SubscriptLoad Call AttributeLoad AttributeLoad AttributeLoad NameLoad attr attr attr Str Slice Num If CompareLt NameLoad Num body Assign NameStore Str Raise Call NameLoad NameLoad decorator_list
N/A N/A An interface to the NORB and Small NORB datasets.

Unlike ./norb_small.py, this reads the original NORB file format, not the
LISA lab's .npy version.

Download the datasets from:
Small NORB: http://www.cs.nyu.edu/~ylclab/data/norb-v1.0-small/
(big) NORB: http://www.cs.nyu.edu/~ylclab/data/norb-v1.0/

NORB and Small NORB datasets by Fu Jie Huang and Yann LeCun.
 __future__ print_function N/A __authors__ Guillaume Desjardins and Matthew Koichi Grimes N/A __copyright__ Copyright 2010-2014, Universite de Montreal N/A __credits__ N/A N/A __authors__ split  and  N/A __license__ 3-clause BSD N/A __maintainer__ Matthew Koichi Grimes N/A __email__ mkg alum mit edu (@..) N/A os N/A copy N/A gzip N/A bz2 N/A warnings N/A functools N/A numpy N/A theano pylearn2.utils safe_zip string_utils pylearn2.datasets.dense_design_matrix DenseDesignMatrix pylearn2.space VectorSpace Conv2DSpace CompositeSpace pylearn2.datasets.filetensor read_header NORB N/A DenseDesignMatrix N/A N/A 
    A DenseDesignMatrix loaded with SmallNORB or NORB data.

    Keeps the data on memmap files on disk, to avoid taking up memory. This
    also speeds up instantiation time.

    Parameters
    ----------

    X : ndarray
    Design matrix. Each row contains the pixels of a grayscale stereo image
    pair.

    y : ndarray
    Design matrix of int32s. Each row contains the labels for the
    corresponding row in X.

    label_index_to_name : tuple
    Maps column indices of y to the name of that label (e.g. 'category',
    'instance', etc).

    label_name_to_index : dict
    Maps label names (e.g. 'category') to the corresponding column index in
    label.y.

    label_to_value_funcs : tuple
    A tuple of functions that map label values to the physical values they
    represent (for example, elevation angle in degrees).

    X_memmap_info, y_memmap_info : dict
        Constructor arguments for the memmaps self.X and self.y, used
        during pickling/unpickling.
     __init__ N/A N/A self which_norb which_set image_dtype N/A uint8 N/A N/A 
        Reads the specified NORB dataset from a memmap cache.
        Creates this cache first, if necessary.

        Parameters
        ----------

        which_norb : str
            Valid values: 'big' or 'small'.
            Chooses between the (big) 'NORB dataset', and the 'Small NORB
            dataset'.

        which_set : str
            Valid values: 'test', 'train', or 'both'.
            Chooses between the testing set or the training set. If 'both',
            the two datasets will be stacked together (testing data in the
            first N rows, then training data).

        image_dtype : str, or numpy.dtype
            The dtype to store image data as in the memmap cache.
            Default is uint8, which is what the original NORB files use.
         N/A N/A which_norb N/A big small N/A N/A N/A ValueError N/A Expected which_norb argument to be either 'big' or 'small', not '%s' N/A str which_norb N/A N/A which_set N/A test train both N/A N/A N/A ValueError N/A Expected which_set argument to be either 'test' or 'train', not '%s'. N/A str which_set N/A image_dtype N/A N/A numpy dtype image_dtype N/A N/A self label_index_to_name N/A category instance elevation azimuth lighting condition N/A N/A which_norb big N/A N/A N/A self label_index_to_name N/A N/A self label_index_to_name N/A horizontal shift vertical shift lumination change contrast object scale rotation N/A N/A self label_name_to_index N/A N/A N/A index name N/A enumerate N/A self label_index_to_name N/A N/A N/A N/A self label_name_to_index N/A name index N/A N/A self label_to_value_funcs N/A get_category_value get_instance_value get_elevation_value get_azimuth_value get_lighting_value N/A N/A which_norb big N/A N/A N/A self label_to_value_funcs N/A N/A self label_to_value_funcs N/A get_horizontal_shift_value get_vertical_shift_value get_lumination_change_value get_contrast_change_value get_scale_change_value get_rotation_change_value N/A image_length N/A N/A which_norb small 96 108 read_norb_files N/A N/A norb_files output N/A N/A N/A 
            Reads the contents of a list of norb files into a matrix.
            Data is assumed to be in row-major order.
             read_norb_file N/A N/A norb_file_path debug N/A False N/A N/A 
                Returns the numbers in a single NORB file as a 1-D ndarray.

                Parameters
                ----------

                norb_file_path : str
                  A NORB file from which to read.
                  Can be uncompressed (*.mat) or compressed (*.mat.gz).

                debug : bool
                  Set to True if you want debug printfs.
                 N/A N/A N/A N/A N/A norb_file_path endswith .mat N/A N/A norb_file_path endswith .mat.gz N/A N/A N/A ValueError N/A Expected norb_file_path to end in either '.mat' or '.mat.gz'. Instead got '%s' norb_file_path N/A N/A N/A N/A N/A os path isfile norb_file_path N/A N/A N/A IOError N/A Could not find NORB file '%s' in expected directory '%s'. N/A reversed N/A N/A N/A os path split norb_file_path N/A file_handle N/A N/A N/A norb_file_path endswith .mat.gz N/A N/A gzip open norb_file_path N/A open norb_file_path readNums N/A N/A file_handle num_type count N/A N/A N/A 
                    Reads some numbers from a file and returns them as a
                    numpy.ndarray.

                    Parameters
                    ----------

                    file_handle : file handle
                      The file handle from which to read the numbers.

                    num_type : str, numpy.dtype
                      The dtype of the numbers.

                    count : int
                      Reads off this many numbers.
                     N/A num_bytes N/A count N/A N/A N/A numpy dtype num_type itemsize N/A string N/A N/A file_handle read num_bytes N/A N/A N/A numpy fromstring string dtype num_type N/A N/A N/A elem_type elem_size _num_dims shape num_elems N/A read_header file_handle debug N/A _num_dims N/A beginning N/A N/A file_handle tell N/A result None N/A N/A isinstance file_handle N/A N/A gzip GzipFile N/A bz2 BZ2File N/A N/A result N/A N/A N/A readNums file_handle elem_type N/A num_elems elem_size reshape shape N/A N/A result N/A N/A N/A N/A numpy fromfile file_handle dtype elem_type count num_elems reshape shape N/A result N/A N/A row_index 0 N/A norb_file norb_files N/A N/A N/A print N/A copying NORB file %s N/A N/A N/A N/A os path split norb_file N/A 1 N/A norb_data N/A read_norb_file norb_file N/A norb_data N/A N/A norb_data reshape -1 N/A N/A output shape N/A 1 N/A end_row N/A row_index N/A N/A norb_data shape N/A 0 N/A N/A output N/A N/A row_index end_row N/A norb_data N/A row_index end_row N/A N/A end_row N/A N/A output shape N/A 0 N/A N/A N/A which_norb small N/A N/A training_set_size 24300 N/A testing_set_size 24300 N/A N/A N/A which_norb big N/A num_rows_per_file 29160 N/A training_set_size N/A num_rows_per_file 10 N/A testing_set_size N/A num_rows_per_file 2 load_images N/A N/A which_norb which_set dtype N/A N/A N/A 
            Reads image data from memmap disk cache, if available. If not, then
            first builds the memmap file from the NORB files.

            Parameters
            ----------
            which_norb : str
            'big' or 'small'.

            which_set : str
            'test', 'train', or 'both'.

            dtype : numpy.dtype
            The dtype of the image memmap cache file. If a
            cache of this dtype doesn't exist, it will be created.
             N/A N/A N/A type dtype N/A numpy dtype N/A memmap_path N/A get_memmap_path which_norb N/A images_%s N/A str dtype N/A row_size N/A 2 N/A image_length 2 N/A shape N/A N/A training_set_size testing_set_size row_size make_memmap N/A N/A N/A N/A N/A dat_files N/A get_norb_file_paths which_norb both dat N/A memmap_dir N/A N/A N/A N/A os path split memmap_path N/A 0 N/A N/A N/A N/A N/A os path isdir memmap_dir N/A N/A N/A N/A os mkdir memmap_dir N/A N/A print N/A Allocating memmap file %s memmap_path N/A writeable_memmap N/A N/A numpy memmap filename memmap_path dtype dtype mode w+ shape shape N/A N/A read_norb_files dat_files writeable_memmap N/A N/A N/A N/A N/A N/A os path isfile memmap_path N/A N/A N/A print Caching images to memmap file. This will only be done once. N/A N/A make_memmap N/A images N/A N/A numpy memmap filename memmap_path dtype dtype mode r shape shape N/A N/A which_set train N/A N/A images N/A images N/A N/A training_set_size N/A N/A N/A N/A which_set test N/A N/A images N/A images N/A N/A training_set_size N/A N/A images N/A load_labels N/A N/A which_norb which_set N/A N/A N/A 
            Reads label data (both category and info data) from memmap disk
            cache, if available. If not, then first builds the memmap file from
            the NORB files.
             N/A memmap_path N/A get_memmap_path which_norb labels N/A dtype N/A N/A numpy dtype int32 N/A row_size N/A N/A which_norb small 5 11 N/A shape N/A N/A training_set_size testing_set_size row_size make_memmap N/A N/A N/A N/A N/A N/A cat_files info_files N/A N/A get_norb_file_paths which_norb both x N/A x N/A cat info N/A memmap_dir N/A N/A N/A N/A os path split memmap_path N/A 0 N/A N/A N/A N/A N/A os path isdir memmap_dir N/A N/A N/A N/A os mkdir memmap_dir N/A N/A print allocating labels' memmap... N/A writeable_memmap N/A N/A numpy memmap filename memmap_path dtype dtype mode w+ shape shape N/A N/A print ... done. N/A cat_memmap N/A writeable_memmap N/A N/A N/A 1 N/A info_memmap N/A writeable_memmap N/A N/A N/A 1 N/A N/A norb_files memmap N/A safe_zip N/A cat_files info_files N/A cat_memmap info_memmap N/A N/A N/A read_norb_files norb_files memmap N/A N/A N/A N/A N/A N/A os path isfile memmap_path N/A N/A N/A print N/A Caching images to memmap file %s.
This will only be done once. memmap_path N/A N/A make_memmap N/A labels N/A N/A numpy memmap filename memmap_path dtype dtype mode r shape shape N/A N/A which_set train N/A N/A labels N/A labels N/A N/A training_set_size N/A N/A N/A N/A which_set test N/A N/A labels N/A labels N/A N/A training_set_size N/A N/A labels N/A get_norb_dir N/A N/A which_norb N/A N/A N/A datasets_dir N/A N/A os getenv PYLEARN2_DATA_PATH N/A N/A datasets_dir None N/A N/A N/A RuntimeError Please set the 'PYLEARN2_DATA_PATH' environment variable to tell pylearn2 where the datasets are. N/A N/A N/A N/A N/A os path isdir datasets_dir N/A N/A N/A IOError N/A The PYLEARN2_DATA_PATH directory (%s) doesn't exist. datasets_dir N/A N/A N/A N/A os path join datasets_dir N/A N/A which_norb big norb norb_small N/A N/A norb_dir N/A get_norb_dir which_norb get_memmap_path N/A N/A which_norb file_basename N/A N/A N/A N/A which_norb N/A big small N/A N/A N/A file_basename labels N/A N/A file_basename startswith images file_basename N/A memmap_dir N/A N/A N/A os path join norb_dir memmaps_of_original N/A N/A N/A N/A os path join memmap_dir N/A %s.npy file_basename N/A get_norb_file_paths N/A N/A which_norb which_set norb_file_type N/A N/A N/A 
            Returns a list of paths for a given norb file type.

            For example,

                get_norb_file_paths('big', 'test', 'cat')

            Will return the category label files ('cat') for the big NORB
            dataset's test set.
             N/A N/A which_set N/A train test both N/A N/A which_set both N/A N/A N/A N/A get_norb_file_paths which_norb train norb_file_type N/A get_norb_file_paths which_norb test norb_file_type N/A norb_file_types N/A cat dat info N/A N/A norb_file_type norb_file_types N/A N/A N/A ValueError N/A Expected norb_file_type to be one of %s, but it was '%s' N/A N/A str norb_file_types norb_file_type N/A instance_list N/A N/A which_set test 01235 46789 N/A N/A which_norb small N/A N/A templates N/A N/A smallnorb-5x%sx9x18x6x2x96x96-%sing-%%s.mat N/A instance_list which_set N/A N/A numbers N/A range 1 N/A N/A which_set test 3 11 N/A templates N/A N/A norb-5x%sx9x18x6x2x108x108-%sing-%02d-%%s.mat N/A instance_list which_set n N/A n numbers N/A original_files_dir N/A N/A N/A os path join norb_dir original N/A N/A N/A N/A N/A os path join original_files_dir N/A t norb_file_type N/A t templates N/A make_view_converter N/A N/A which_norb which_set N/A N/A N/A image_length N/A N/A which_norb small 96 108 N/A datum_shape N/A 2 image_length image_length 1 N/A axes N/A b s 0 1 c N/A N/A StereoViewConverter datum_shape axes N/A N/A images N/A load_images which_norb which_set image_dtype N/A labels N/A load_labels which_norb which_set N/A view_converter N/A make_view_converter which_norb which_set N/A N/A N/A N/A super NORB self __init__ X images y labels y_labels N/A N/A N/A numpy max labels 1 view_converter view_converter N/A N/A self X_memmap_info None N/A N/A self y_memmap_info None N/A get_topological_view N/A N/A self mat single_tensor N/A None False N/A N/A 
        Return a topological view.

        Parameters
        ----------
        mat : ndarray
          A design matrix of images, one per row.

        single_tensor : bool
          If True, returns a single tensor. If False, returns separate
          tensors for the left and right stereo images.

        returns : ndarray, tuple
          If single_tensor is True, returns ndarray.
          Else, returns the tuple (left_images, right_images).
         N/A result N/A N/A N/A super NORB self get_topological_view mat N/A single_tensor N/A N/A N/A s N/A N/A self view_converter axes N/A N/A N/A ValueError N/A self.view_converter.axes must contain "s" (stereo image index) in order to split the images into left and right images. Instead, the axes were %s. N/A str N/A N/A self view_converter axes N/A N/A isinstance result tuple N/A N/A N/A len result 2 N/A axes N/A list N/A N/A self view_converter axes N/A s_index N/A N/A axes index s N/A N/A N/A N/A axes index b 0 N/A num_image_pairs N/A N/A N/A result N/A 0 shape N/A 0 N/A shape N/A N/A num_image_pairs N/A N/A self view_converter shape N/A mono_shape N/A N/A N/A shape N/A s_index N/A 1 N/A shape N/A N/A s_index 1 N/A result N/A tuple N/A N/A N/A t reshape mono_shape N/A t result N/A result N/A N/A numpy concatenate result axis s_index N/A result N/A N/A N/A functools wraps N/A DenseDesignMatrix get_topological_view __getstate__ N/A N/A self N/A N/A N/A 
        Support method for pickling. Returns the complete state of this object
        as a dictionary, which is then pickled.

        This state does not include the memmaps' contents. Rather, it includes
        enough info to find the memmap and re-load it from disk in the same
        state.

        Note that pickling a NORB will set its memmaps (self.X and self.y) to
        be read-only. This is to prevent the memmaps from accidentally being
        edited after the save. To make them writeable again, the user must
        explicitly call setflags(write=True) on the memmaps.
         N/A N/A _check_pickling_support N/A result N/A N/A copy copy N/A self __dict__ N/A N/A isinstance N/A self X N/A numpy memmap N/A Expected X to be a memmap, but it was a %s. N/A str N/A type N/A self X N/A N/A isinstance N/A self y N/A numpy memmap N/A Expected y to be a memmap, but it was a %s. N/A str N/A type N/A self y N/A N/A result N/A X N/A N/A result N/A y get_memmap_info N/A N/A memmap N/A N/A N/A N/A isinstance memmap N/A numpy memmap N/A N/A N/A isinstance N/A memmap filename str N/A N/A N/A ValueError N/A Expected memmap.filename to be a str; instead got a %s, %s N/A N/A type N/A memmap filename N/A str N/A memmap filename N/A result N/A get_relative_path N/A N/A full_path N/A N/A N/A 
                Returns the relative path to the PYLEARN2_DATA_PATH.
                 N/A data_dir N/A N/A string_utils preprocess ${PYLEARN2_DATA_PATH} N/A N/A N/A N/A N/A memmap filename startswith data_dir N/A N/A N/A ValueError N/A Expected memmap.filename to start with the PYLEARN2_DATA_PATH (%s). Instead it was %s. N/A data_dir N/A memmap filename N/A N/A N/A N/A os path relpath full_path data_dir N/A N/A N/A filename dtype shape offset mode N/A get_relative_path N/A memmap filename N/A memmap dtype N/A memmap shape N/A memmap offset N/A N/A N/A memmap mode N/A r+ w+ r+ r N/A N/A N/A result N/A X_info N/A get_memmap_info N/A self X N/A N/A result N/A y_info N/A get_memmap_info N/A self y N/A memmap N/A N/A self X N/A self y N/A N/A N/A N/A memmap flush N/A N/A N/A memmap setflags write False N/A result N/A __setstate__ N/A N/A self state N/A N/A N/A 
        Support method for unpickling. Takes a 'state' dictionary and
        interprets it in order to set this object's fields.
         N/A N/A _check_pickling_support N/A X_info N/A state N/A X_info N/A y_info N/A state N/A y_info N/A N/A state N/A X_info N/A N/A state N/A y_info N/A N/A N/A N/A self __dict__ update state load_memmap_from_info N/A N/A info N/A N/A N/A data_dir N/A N/A string_utils preprocess ${PYLEARN2_DATA_PATH} N/A N/A info N/A filename N/A N/A N/A os path join data_dir N/A info N/A filename N/A shape N/A info N/A shape N/A offset N/A info N/A offset N/A N/A offset 0 N/A N/A N/A info N/A offset N/A N/A N/A numpy memmap info N/A N/A N/A info N/A shape N/A result N/A N/A numpy memmap info N/A N/A N/A result reshape shape N/A N/A N/A self X N/A load_memmap_from_info X_info N/A N/A self y N/A load_memmap_from_info y_info N/A N/A StereoViewConverter N/A object N/A N/A 
    Converts stereo image data between two formats:
      A) A dense design matrix, one stereo pair per row (VectorSpace)
      B) An image pair (CompositeSpace of two Conv2DSpaces)

    Parameters
    ----------
    shape : tuple
    See doc for __init__'s <shape> parameter.
     __init__ N/A N/A self shape axes N/A None N/A N/A 
        The arguments describe how the data is laid out in the design matrix.

        Parameters
        ----------

        shape : tuple
          A tuple of 4 ints, describing the shape of each datum.
          This is the size of each axis in <axes>, excluding the 'b' axis.

        axes : tuple
          A tuple of the following elements in any order:
            'b'  batch axis
            's'  stereo axis
             0   image axis 0 (row)
             1   image axis 1 (column)
            'c'  channel axis
         N/A shape N/A tuple shape N/A N/A N/A all N/A N/A isinstance s int N/A s shape N/A N/A N/A TypeError Shape must be a tuple/list of ints N/A N/A N/A len shape 4 N/A N/A N/A ValueError N/A Shape array needs to be of length 4, got %s. shape N/A datum_axes N/A list axes N/A N/A N/A datum_axes remove b N/A N/A N/A shape N/A N/A N/A datum_axes index s 2 N/A N/A N/A ValueError N/A Expected 's' axis to have size 2, got %d.
  axes:       %s
  shape:      %s N/A N/A shape N/A N/A N/A datum_axes index s axes shape N/A N/A self shape shape N/A N/A N/A self set_axes axes make_conv2d_space N/A N/A shape axes N/A N/A N/A shape_axes N/A list axes N/A N/A N/A shape_axes remove b N/A image_shape N/A tuple N/A N/A shape N/A N/A N/A shape_axes index axis N/A axis N/A 0 1 N/A conv2d_axes N/A list axes N/A N/A N/A conv2d_axes remove s N/A N/A Conv2DSpace shape image_shape num_channels N/A shape N/A N/A N/A shape_axes index c axes conv2d_axes dtype None N/A N/A conv2d_space N/A make_conv2d_space shape axes N/A N/A self topo_space N/A CompositeSpace N/A conv2d_space conv2d_space N/A N/A self storage_space N/A VectorSpace dim N/A N/A numpy prod shape N/A get_formatted_batch N/A N/A self batch space N/A N/A N/A 
        Returns a batch formatted to a space.

        Parameters
        ----------

        batch : ndarray
        The batch to format

        space : a pylearn2.space.Space
        The target space to format to.
         N/A N/A N/A N/A self storage_space np_format_as batch space N/A design_mat_to_topo_view N/A N/A self design_mat N/A N/A N/A 
        Called by DenseDesignMatrix.get_formatted_view(), get_batch_topo()

        Parameters
        ----------

        design_mat : ndarray
         N/A N/A N/A N/A self storage_space np_format_as design_mat N/A self topo_space N/A design_mat_to_weights_view N/A N/A self design_mat N/A N/A N/A 
        Called by DenseDesignMatrix.get_weights_view()

        Parameters
        ----------

        design_mat : ndarray
         N/A N/A N/A self design_mat_to_topo_view design_mat N/A topo_view_to_design_mat N/A N/A self topo_batch N/A N/A N/A 
        Used by DenseDesignMatrix.set_topological_view(), .get_design_mat()

        Parameters
        ----------

        topo_batch : ndarray
         N/A N/A N/A N/A self topo_space np_format_as topo_batch N/A self storage_space N/A view_shape N/A N/A self N/A N/A N/A 
        TODO: write documentation.
         N/A N/A self shape N/A weights_view_shape N/A N/A self N/A N/A N/A 
        TODO: write documentation.
         N/A N/A N/A self view_shape N/A set_axes N/A N/A self axes N/A N/A N/A 
        Change the order of the axes.

        Parameters
        ----------

        axes : tuple
        Must have length 5, must contain 'b', 's', 0, 1, 'c'.
         N/A axes N/A tuple axes N/A N/A N/A len axes 5 N/A N/A N/A ValueError N/A Axes must have 5 elements; got %s N/A str axes N/A required_axis N/A b s 0 1 c N/A N/A N/A required_axis axes N/A N/A N/A ValueError N/A Axes must contain 'b', 's', 0, 1, and 'c'. Got %s. N/A str axes N/A N/A N/A N/A axes index b 0 N/A N/A N/A ValueError N/A The 'b' axis must come first (axes = %s). N/A str axes remove_b_axis N/A N/A axes N/A N/A N/A axes N/A list axes N/A N/A N/A axes remove b N/A N/A tuple axes N/A N/A N/A hasattr self axes N/A N/A N/A hasattr self shape N/A old_axes N/A remove_b_axis N/A self axes N/A new_axes N/A remove_b_axis axes N/A new_shape N/A tuple N/A N/A N/A self shape N/A N/A N/A old_axes index a N/A a new_axes N/A N/A self shape new_shape N/A N/A self axes axes N/A N/A _check_is_integral N/A N/A name label N/A N/A N/A N/A N/A N/A numpy issubdtype N/A type label N/A numpy integer N/A N/A N/A TypeError N/A Expected %s label to be an integral dtype, not %s N/A name N/A type label N/A _check_range N/A N/A name label min_label max_label N/A N/A N/A N/A N/A label min_label N/A label max_label N/A N/A N/A ValueError N/A Expected %s label to be between %d and %d inclusive, , but got %s N/A name min_label max_label N/A str label N/A _get_array_element N/A N/A name label array N/A N/A N/A N/A _check_is_integral name label N/A N/A _check_range name label 0 N/A N/A len array 1 N/A N/A array N/A label N/A get_category_value N/A N/A label N/A N/A N/A 
    Returns the category name represented by a category label int.

    Parameters
    ----------
    label: int
      Category label.
     N/A N/A _get_array_element category label N/A animal human airplane truck car blank N/A _check_range_and_return N/A N/A name label min_label max_label none_label N/A None N/A N/A N/A _check_is_integral name label N/A N/A _check_range name label min_label max_label N/A N/A N/A label none_label None label N/A get_instance_value N/A N/A label N/A N/A N/A 
    Returns the instance value corresponding to a lighting label int.

    The value is the int itself. This just sanity-checks the label for range
    errors.

    Parameters
    ----------
    label: int
      Instance label.
     N/A N/A _check_range_and_return instance label -1 9 -1 N/A get_elevation_value N/A N/A label N/A N/A N/A 
    Returns the angle in degrees represented by a elevation label int.

    Parameters
    ----------
    label: int
      Elevation label.
     N/A name elevation N/A N/A _check_is_integral name label N/A N/A _check_range name label -1 8 N/A N/A label -1 N/A N/A None N/A N/A N/A N/A label 5 30 N/A get_azimuth_value N/A N/A label N/A N/A N/A 
    Returns the angle in degrees represented by a azimuth label int.

    Parameters
    ----------
    label: int
      Azimuth label.
     N/A N/A _check_is_integral azimuth label N/A N/A label -1 N/A N/A None N/A N/A N/A N/A N/A label 2 0 N/A label 0 N/A label 34 N/A N/A N/A ValueError N/A Expected azimuth to be an even number between 0 and 34 inclusive, or -1, but got %s instead. N/A str label N/A N/A label 10 N/A get_lighting_value N/A N/A label N/A N/A N/A 
    Returns the value corresponding to a lighting label int.

    The value is the int itself. This just sanity-checks the label for range
    errors.

    Parameters
    ----------
    label: int
      Lighting label.
     N/A N/A _check_range_and_return lighting label -1 5 -1 N/A get_horizontal_shift_value N/A N/A label N/A N/A N/A 
    Returns the value corresponding to a horizontal shift label int.

    The value is the int itself. This just sanity-checks the label for range
    errors.

    Parameters
    ----------
    label: int
      Horizontal shift label.
     N/A N/A _check_range_and_return horizontal shift label -5 5 N/A get_vertical_shift_value N/A N/A label N/A N/A N/A 
    Returns the value corresponding to a vertical shift label int.

    The value is the int itself. This just sanity-checks the label for range
    errors.

    Parameters
    ----------
    label: int
      Vertical shift label.
     N/A N/A _check_range_and_return vertical shift label -5 5 N/A get_lumination_change_value N/A N/A label N/A N/A N/A 
    Returns the value corresponding to a lumination change label int.

    The value is the int itself. This just sanity-checks the label for range
    errors.

    Parameters
    ----------
    label: int
      Lumination change label.
     N/A N/A _check_range_and_return lumination_change label -19 19 N/A get_contrast_change_value N/A N/A label N/A N/A N/A 
    Returns the float value represented by a contrast change label int.

    Parameters
    ----------
    label: int
      Contrast change label.
     N/A N/A _get_array_element contrast change label N/A 0.8 1.3 N/A get_scale_change_value N/A N/A label N/A N/A N/A 
    Returns the float value represented by a scale change label int.

    Parameters
    ----------
    label: int
      Scale change label.
     N/A N/A _get_array_element scale change label N/A 0.78 1.0 N/A get_rotation_change_value N/A N/A label N/A N/A N/A 
    Returns the value corresponding to a rotation change label int.

    The value is the int itself. This just sanity-checks the label for range
    errors.

    Parameters
    ----------
    label: int
      Rotation change label.
     N/A N/A _check_range_and_return rotation change label -4 4 N/A _check_pickling_support N/A N/A N/A N/A N/A version N/A float N/A N/A . join N/A N/A N/A N/A N/A numpy version version split . N/A 2 N/A N/A version 1.7 N/A N/A msg Pickling NORB is disabled for numpy versions less than 1.7, due to a bug in 1.6.x that causes memmaps to interact poorly with pickling. N/A N/A NotImplementedError msg N/A