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/ cluster / _vq.pypy3-71-x86_64-linux-gnu.so
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L MK C E1HK H K K f MHK (Hj K K 1E1HK H> MK vK h E1E1HaK <H WK IK MH7K LT$xQL HILT$H MK J k E1E1HJ H MJ J m E1HJ HK5 H5 H8 RwHD$HIt$DHxsDD$ T$<MJLT$(PSZYLT$H
SJ EJ } MH3J I|IHE11E1IfHnI HH 'char' 'signed char' 'unsigned char' 'short' 'unsigned short' 'int' 'unsigned int' 'long' 'unsigned long' 'long long' 'unsigned long long' 'float' 'double' 'long double' a struct Python object a pointer a string end unparseable format string 'complex long double' 'complex double' 'complex float' Missing type object name '%U' is not defined scipy/cluster/_vq.c %s (%s:%d) an integer is required buffer dtype _vq.pyx N T scipy.cluster._vq._vq exactly update_cluster_means obs labels has_members scipy.cluster._vq.vq codes %d.%d %s builtins cython_runtime __builtins__ __init__.pxd type.pxd numpy flatiter broadcast ndarray ufunc numpy.core.multiarray _ARRAY_API _ARRAY_API not found _ARRAY_API is NULL pointer numpy.import_array init scipy.cluster._vq int float64_t float32_t 0@P`pP`xЎЎК К КК К Кztt4dd$$$tt̜4ddt$t`P@@@@``pP@`@`ȞȞȞppXXXXXXРpXXXXXXXXXX0observation and code should have same number of dimensions Format string allocated too short. observation and code should have same dtype obs and code should have same number of features (columns) numpy.core.umath failed to import ndim different than 1 or 2 are not supported ndarray is not Fortran contiguous Non-native byte order not supported Format string allocated too short, see comment in numpy.pxd unknown dtype code in numpy.pxd (%d) type other than float or double not supported numpy.core.multiarray failed to import
Cython rewrite of the vector quantization module, originally written
in C at src/vq.c and the wrapper at src/vq_module.c. This should be
easier to maintain than old SWIG output.
Original C version by Damian Eads.
Translated to Cython by David Warde-Farley, October 2009.
ndarray is not C contiguous labels must be an 1d array update_cluster_means cline_in_traceback scipy.cluster._vq ascontiguousarray RuntimeError has_members ImportError ValueError TypeError outdists outcodes float64 float32 _vq.pyx ncodes labels __import__ astype zeros range numpy nfeat int32 empty dtype codes type __test__ nobs __name__ __main__ intc fill obs inf vq np nc cb Buffer dtype mismatch, expected %s%s%s but got %s Buffer dtype mismatch, expected '%s' but got %s in '%s.%s' %.200s.%.200s is not a type object %.200s.%.200s size changed, may indicate binary incompatibility. Expected %zd from C header, got %zd from PyObject %s.%s size changed, may indicate binary incompatibility. Expected %zd from C header, got %zd from PyObject Does not understand character buffer dtype format string ('%c') Cannot convert %.200s to %.200s __int__ returned non-int (type %.200s). The ability to return an instance of a strict subclass of int is deprecated, and may be removed in a future version of Python. __%.4s__ returned non-%.4s (type %.200s) value too large to convert to int %s() got multiple values for keyword argument '%U' %.200s() keywords must be strings %s() got an unexpected keyword argument '%U' Argument '%.200s' has incorrect type (expected %.200s, got %.200s) calling %R should have returned an instance of BaseException, not %R raise: exception class must be a subclass of BaseException Unexpected format string character: '%c' Expected a dimension of size %zu, got %zu Expected %d dimensions, got %d Python does not define a standard format string size for long double ('g').. Buffer dtype mismatch; next field is at offset %zd but %zd expected Big-endian buffer not supported on little-endian compiler Buffer acquisition: Expected '{' after 'T' Cannot handle repeated arrays in format string Expected a dimension of size %zu, got %d Expected a comma in format string, got '%c' Expected %d dimension(s), got %d Unexpected end of format string, expected ')' Buffer has wrong number of dimensions (expected %d, got %d) Item size of buffer (%zd byte%s) does not match size of '%s' (%zd byte%s) Out of bounds on buffer access (axis %d) scipy.cluster._vq._update_cluster_means %.200s() takes %.8s %zd positional argument%.1s (%zd given) scipy.cluster._vq.update_cluster_means local variable '%s' referenced before assignment compiletime version %s of module '%.100s' does not match runtime version %s numpy.core.multiarray failed to import _ARRAY_API is not PyCapsule object module compiled against ABI version 0x%x but this version of numpy is 0x%x module compiled against API version 0x%x but this version of numpy is 0x%x FATAL: module compiled as unknown endian FATAL: module compiled as little endian, but detected different endianness at runtime ; 3 7( 7 8 ?I Y $a w@ xX yp y z z8 {p @{ @ h 0 P 0 P@ @ zR x $ 2 FJ w ?;*3$" D `6 \ uh t 0wy w DK
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The update-step of K-means. Calculate the mean of observations in each
cluster.
Parameters
----------
obs : ndarray
The observation matrix. Each row is an observation. Its dtype must be
float32 or float64.
labels : ndarray
The label of each observation. Must be an 1d array.
nc : int
The number of centroids.
Returns
-------
cb : ndarray
The new code book.
has_members : ndarray
A boolean array indicating which clusters have members.
Notes
-----
The empty clusters will be set to all zeros and the curresponding elements
in `has_members` will be `False`. The upper level function should decide
how to deal with them.
Vector quantization ndarray wrapper. Only support float32 and float64.
Parameters
----------
obs : ndarray
The observation matrix. Each row is an observation.
codes : ndarray
The code book matrix.
Notes
-----
The observation matrix and code book matrix should have same ndim and
same number of columns (features). Only 1-dimensional and 2-dimensional
arrays are supported.
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