Search is not available for this dataset
repo stringlengths 2 152 ⌀ | file stringlengths 15 239 | code stringlengths 0 58.4M | file_length int64 0 58.4M | avg_line_length float64 0 1.81M | max_line_length int64 0 12.7M | extension_type stringclasses 364
values |
|---|---|---|---|---|---|---|
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/mixture/gmm.py | """
Gaussian Mixture Models.
This implementation corresponds to frequentist (non-Bayesian) formulation
of Gaussian Mixture Models.
"""
# Author: Ron Weiss <ronweiss@gmail.com>
# Fabian Pedregosa <fabian.pedregosa@inria.fr>
# Bertrand Thirion <bertrand.thirion@inria.fr>
# Important note for the deprec... | 32,607 | 37.18267 | 85 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/mixture/bayesian_mixture.py | """Bayesian Gaussian Mixture Model."""
# Author: Wei Xue <xuewei4d@gmail.com>
# Thierry Guillemot <thierry.guillemot.work@gmail.com>
# License: BSD 3 clause
import math
import numpy as np
from scipy.special import betaln, digamma, gammaln
from .base import BaseMixture, _check_shape
from .gaussian_mixture impo... | 32,991 | 41.028025 | 96 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/mixture/__init__.py | """
The :mod:`sklearn.mixture` module implements mixture modeling algorithms.
"""
from .gmm import sample_gaussian, log_multivariate_normal_density
from .gmm import GMM, distribute_covar_matrix_to_match_covariance_type
from .gmm import _validate_covars
from .dpgmm import DPGMM, VBGMM
from .gaussian_mixture import Gau... | 685 | 28.826087 | 73 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/mixture/tests/test_gaussian_mixture.py | # Author: Wei Xue <xuewei4d@gmail.com>
# Thierry Guillemot <thierry.guillemot.work@gmail.com>
# License: BSD 3 clauseimport warnings
import sys
import warnings
import numpy as np
from scipy import stats, linalg
from sklearn.covariance import EmpiricalCovariance
from sklearn.datasets.samples_generator import... | 40,216 | 39.870935 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/mixture/tests/test_bayesian_mixture.py | # Author: Wei Xue <xuewei4d@gmail.com>
# Thierry Guillemot <thierry.guillemot.work@gmail.com>
# License: BSD 3 clause
import numpy as np
from scipy.special import gammaln
from sklearn.utils.testing import assert_raise_message
from sklearn.utils.testing import assert_almost_equal
from sklearn.mixture.bayesian... | 17,929 | 41.488152 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/mixture/tests/test_gmm.py | # Important note for the deprecation cleaning of 0.20 :
# All the functions and classes of this file have been deprecated in 0.18.
# When you remove this file please remove the related files
# - 'sklearn/mixture/dpgmm.py'
# - 'sklearn/mixture/gmm.py'
# - 'sklearn/mixture/test_dpgmm.py'
import unittest
import copy
impor... | 20,880 | 38.029907 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/mixture/tests/__init__.py | 0 | 0 | 0 | py | |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/mixture/tests/test_dpgmm.py | # Important note for the deprecation cleaning of 0.20 :
# All the function and classes of this file have been deprecated in 0.18.
# When you remove this file please also remove the related files
# - 'sklearn/mixture/dpgmm.py'
# - 'sklearn/mixture/gmm.py'
# - 'sklearn/mixture/test_gmm.py'
import unittest
import sys
imp... | 7,866 | 32.054622 | 77 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/__check_build/setup.py | # Author: Virgile Fritsch <virgile.fritsch@inria.fr>
# License: BSD 3 clause
import numpy
def configuration(parent_package='', top_path=None):
from numpy.distutils.misc_util import Configuration
config = Configuration('__check_build', parent_package, top_path)
config.add_extension('_check_build',
... | 568 | 28.947368 | 69 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/__check_build/__init__.py | """ Module to give helpful messages to the user that did not
compile the scikit properly.
"""
import os
INPLACE_MSG = """
It appears that you are importing a local scikit-learn source tree. For
this, you need to have an inplace install. Maybe you are in the source
directory and you need to try from another location.""... | 1,679 | 34.744681 | 75 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/funcsigs.py | # Copyright 2001-2013 Python Software Foundation; All Rights Reserved
"""Function signature objects for callables
Back port of Python 3.3's function signature tools from the inspect module,
modified to be compatible with Python 2.7 and 3.2+.
"""
from __future__ import absolute_import, division, print_function
import i... | 29,913 | 35.659314 | 84 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/setup.py | # -*- coding: utf-8 -*-
def configuration(parent_package='', top_path=None):
from numpy.distutils.misc_util import Configuration
config = Configuration('externals', parent_package, top_path)
config.add_subpackage('joblib')
return config
| 256 | 24.7 | 65 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/six.py | """Utilities for writing code that runs on Python 2 and 3"""
# Copyright (c) 2010-2013 Benjamin Peterson
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including with... | 20,588 | 34.621107 | 129 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/__init__.py |
"""
External, bundled dependencies.
"""
| 42 | 6.166667 | 31 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/test_externals_setup.py | """
Fixtures to get the external bundled dependencies tested.
This module gets loaded by test discovery scanners (such as nose) in
their collection scan.
"""
import sys
import os
sys.path.append(os.path.abspath(os.path.dirname(__file__)))
| 241 | 21 | 68 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/joblib/numpy_pickle_utils.py | """Utilities for fast persistence of big data, with optional compression."""
# Author: Gael Varoquaux <gael dot varoquaux at normalesup dot org>
# Copyright (c) 2009 Gael Varoquaux
# License: BSD Style, 3 clauses.
import pickle
import sys
import io
import zlib
import gzip
import warnings
import contextlib
from contex... | 23,514 | 35.232666 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/joblib/memory.py | """
A context object for caching a function's return value each time it
is called with the same input arguments.
"""
# Author: Gael Varoquaux <gael dot varoquaux at normalesup dot org>
# Copyright (c) 2009 Gael Varoquaux
# License: BSD Style, 3 clauses.
from __future__ import with_statement
import os
import shutil
... | 39,309 | 38.114428 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/joblib/_compat.py | """
Compatibility layer for Python 3/Python 2 single codebase
"""
import sys
PY3_OR_LATER = sys.version_info[0] >= 3
PY27 = sys.version_info[:2] == (2, 7)
try:
_basestring = basestring
_bytes_or_unicode = (str, unicode)
except NameError:
_basestring = str
_bytes_or_unicode = (bytes, str)
def with_me... | 429 | 20.5 | 57 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/joblib/backports.py | """
Backports of fixes for joblib dependencies
"""
import os
import time
import ctypes
import sys
from distutils.version import LooseVersion
try:
import numpy as np
def make_memmap(filename, dtype='uint8', mode='r+', offset=0,
shape=None, order='C'):
"""Backport of numpy memmap of... | 2,605 | 31.17284 | 73 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/joblib/_parallel_backends.py | """
Backends for embarrassingly parallel code.
"""
import gc
import os
import sys
import warnings
import threading
from abc import ABCMeta, abstractmethod
from .format_stack import format_exc
from .my_exceptions import WorkerInterrupt, TransportableException
from ._multiprocessing_helpers import mp
from ._compat impo... | 14,414 | 38.277929 | 80 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/joblib/logger.py | """
Helpers for logging.
This module needs much love to become useful.
"""
# Author: Gael Varoquaux <gael dot varoquaux at normalesup dot org>
# Copyright (c) 2008 Gael Varoquaux
# License: BSD Style, 3 clauses.
from __future__ import print_function
import time
import sys
import os
import shutil
import logging
impo... | 5,139 | 31.531646 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/joblib/_multiprocessing_helpers.py | """Helper module to factorize the conditional multiprocessing import logic
We use a distinct module to simplify import statements and avoid introducing
circular dependencies (for instance for the assert_spawning name).
"""
import os
import warnings
# Obtain possible configuration from the environment, assuming 1 (on... | 1,179 | 28.5 | 76 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/joblib/numpy_pickle.py | """Utilities for fast persistence of big data, with optional compression."""
# Author: Gael Varoquaux <gael dot varoquaux at normalesup dot org>
# Copyright (c) 2009 Gael Varoquaux
# License: BSD Style, 3 clauses.
import pickle
import os
import sys
import warnings
try:
from pathlib import Path
except ImportError:... | 23,237 | 38.996558 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/joblib/func_inspect.py | """
My own variation on function-specific inspect-like features.
"""
# Author: Gael Varoquaux <gael dot varoquaux at normalesup dot org>
# Copyright (c) 2009 Gael Varoquaux
# License: BSD Style, 3 clauses.
from itertools import islice
import inspect
import warnings
import re
import os
from ._compat import _basestrin... | 13,254 | 35.819444 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/joblib/hashing.py | """
Fast cryptographic hash of Python objects, with a special case for fast
hashing of numpy arrays.
"""
# Author: Gael Varoquaux <gael dot varoquaux at normalesup dot org>
# Copyright (c) 2009 Gael Varoquaux
# License: BSD Style, 3 clauses.
import pickle
import hashlib
import sys
import types
import struct
import io... | 10,163 | 37.5 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/joblib/numpy_pickle_compat.py | """Numpy pickle compatibility functions."""
import pickle
import os
import zlib
from io import BytesIO
from ._compat import PY3_OR_LATER
from .numpy_pickle_utils import _ZFILE_PREFIX
from .numpy_pickle_utils import Unpickler
def hex_str(an_int):
"""Convert an int to an hexadecimal string."""
return '{:#x}'.... | 8,439 | 34.166667 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/joblib/format_stack.py | """
Represent an exception with a lot of information.
Provides 2 useful functions:
format_exc: format an exception into a complete traceback, with full
debugging instruction.
format_outer_frames: format the current position in the stack call.
Adapted from IPython's VerboseTB.
"""
# Authors: Gael Varoqua... | 14,639 | 35.41791 | 83 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/joblib/disk.py | """
Disk management utilities.
"""
# Authors: Gael Varoquaux <gael dot varoquaux at normalesup dot org>
# Lars Buitinck
# Copyright (c) 2010 Gael Varoquaux
# License: BSD Style, 3 clauses.
import errno
import os
import shutil
import sys
import time
def disk_used(path):
""" Return the disk usage in a d... | 3,235 | 29.242991 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/joblib/my_exceptions.py | """
Exceptions
"""
# Author: Gael Varoquaux < gael dot varoquaux at normalesup dot org >
# Copyright: 2010, Gael Varoquaux
# License: BSD 3 clause
from ._compat import PY3_OR_LATER
class JoblibException(Exception):
"""A simple exception with an error message that you can get to."""
def __init__(self, *args):
... | 3,831 | 33.522523 | 72 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/joblib/__init__.py | """Joblib is a set of tools to provide **lightweight pipelining in
Python**. In particular, joblib offers:
1. transparent disk-caching of the output values and lazy re-evaluation
(memoize pattern)
2. easy simple parallel computing
3. logging and tracing of the execution
Joblib is optimized to be **fast** and **r... | 5,087 | 35.869565 | 87 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/joblib/_memory_helpers.py | try:
# Available in Python 3
from tokenize import open as open_py_source
except ImportError:
# Copied from python3 tokenize
from codecs import lookup, BOM_UTF8
import re
from io import TextIOWrapper, open
cookie_re = re.compile("coding[:=]\s*([-\w.]+)")
def _get_normal_name(orig_enc):
... | 3,606 | 33.028302 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/joblib/pool.py | """Custom implementation of multiprocessing.Pool with custom pickler.
This module provides efficient ways of working with data stored in
shared memory with numpy.memmap arrays without inducing any memory
copy between the parent and child processes.
This module should not be imported if multiprocessing is not
availabl... | 25,143 | 39.752026 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/externals/joblib/parallel.py | """
Helpers for embarrassingly parallel code.
"""
# Author: Gael Varoquaux < gael dot varoquaux at normalesup dot org >
# Copyright: 2010, Gael Varoquaux
# License: BSD 3 clause
from __future__ import division
import os
import sys
from math import sqrt
import functools
import time
import threading
import itertools
fr... | 33,171 | 40.207453 | 103 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/affinity_propagation_.py | """Affinity Propagation clustering algorithm."""
# Author: Alexandre Gramfort alexandre.gramfort@inria.fr
# Gael Varoquaux gael.varoquaux@normalesup.org
# License: BSD 3 clause
import numpy as np
from ..base import BaseEstimator, ClusterMixin
from ..utils import as_float_array, check_array
from ..utils.valid... | 11,084 | 32.188623 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/bicluster.py | """Spectral biclustering algorithms.
Authors : Kemal Eren
License: BSD 3 clause
"""
from abc import ABCMeta, abstractmethod
import numpy as np
from scipy.linalg import norm
from scipy.sparse import dia_matrix, issparse
from scipy.sparse.linalg import eigsh, svds
from . import KMeans, MiniBatchKMeans
from ..base im... | 20,266 | 38.817289 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/birch.py | # Authors: Manoj Kumar <manojkumarsivaraj334@gmail.com>
# Alexandre Gramfort <alexandre.gramfort@telecom-paristech.fr>
# Joel Nothman <joel.nothman@gmail.com>
# License: BSD 3 clause
from __future__ import division
import warnings
import numpy as np
from scipy import sparse
from math import sqrt
fro... | 23,684 | 36.065728 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/setup.py | # Author: Alexandre Gramfort <alexandre.gramfort@inria.fr>
# License: BSD 3 clause
import os
from os.path import join
import numpy
from sklearn._build_utils import get_blas_info
def configuration(parent_package='', top_path=None):
from numpy.distutils.misc_util import Configuration
cblas_libs, blas_info = ... | 1,855 | 32.745455 | 74 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/hierarchical.py | """Hierarchical Agglomerative Clustering
These routines perform some hierarchical agglomerative clustering of some
input data.
Authors : Vincent Michel, Bertrand Thirion, Alexandre Gramfort,
Gael Varoquaux
License: BSD 3 clause
"""
from heapq import heapify, heappop, heappush, heappushpop
import warnings
i... | 33,407 | 38.211268 | 81 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/dbscan_.py | # -*- coding: utf-8 -*-
"""
DBSCAN: Density-Based Spatial Clustering of Applications with Noise
"""
# Author: Robert Layton <robertlayton@gmail.com>
# Joel Nothman <joel.nothman@gmail.com>
# Lars Buitinck
#
# License: BSD 3 clause
import numpy as np
from scipy import sparse
from ..base import BaseEst... | 12,859 | 39.440252 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/mean_shift_.py | """Mean shift clustering algorithm.
Mean shift clustering aims to discover *blobs* in a smooth density of
samples. It is a centroid based algorithm, which works by updating candidates
for centroids to be the mean of the points within a given region. These
candidates are then filtered in a post-processing stage to elim... | 15,844 | 36.72619 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/k_means_.py | """K-means clustering"""
# Authors: Gael Varoquaux <gael.varoquaux@normalesup.org>
# Thomas Rueckstiess <ruecksti@in.tum.de>
# James Bergstra <james.bergstra@umontreal.ca>
# Jan Schlueter <scikit-learn@jan-schlueter.de>
# Nelle Varoquaux
# Peter Prettenhofer <peter.prettenh... | 60,896 | 37.469362 | 81 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/spectral.py | # -*- coding: utf-8 -*-
"""Algorithms for spectral clustering"""
# Author: Gael Varoquaux gael.varoquaux@normalesup.org
# Brian Cheung
# Wei LI <kuantkid@gmail.com>
# License: BSD 3 clause
import warnings
import numpy as np
from ..base import BaseEstimator, ClusterMixin
from ..utils import check_rand... | 19,195 | 39.158996 | 95 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/__init__.py | """
The :mod:`sklearn.cluster` module gathers popular unsupervised clustering
algorithms.
"""
from .spectral import spectral_clustering, SpectralClustering
from .mean_shift_ import (mean_shift, MeanShift,
estimate_bandwidth, get_bin_seeds)
from .affinity_propagation_ import affinity_propagati... | 1,228 | 32.216216 | 76 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/_feature_agglomeration.py | """
Feature agglomeration. Base classes and functions for performing feature
agglomeration.
"""
# Author: V. Michel, A. Gramfort
# License: BSD 3 clause
import numpy as np
from ..base import TransformerMixin
from ..utils import check_array
from ..utils.validation import check_is_fitted
##############################... | 2,261 | 29.986301 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/tests/test_dbscan.py | """
Tests for DBSCAN clustering algorithm
"""
import pickle
import numpy as np
from scipy.spatial import distance
from scipy import sparse
from sklearn.utils.testing import assert_equal
from sklearn.utils.testing import assert_array_equal
from sklearn.utils.testing import assert_raises
from sklearn.utils.testing im... | 13,916 | 36.613514 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/tests/test_bicluster.py | """Testing for Spectral Biclustering methods"""
import numpy as np
from scipy.sparse import csr_matrix, issparse
from sklearn.model_selection import ParameterGrid
from sklearn.utils.testing import assert_equal
from sklearn.utils.testing import assert_almost_equal
from sklearn.utils.testing import assert_array_equal
... | 9,461 | 34.70566 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/tests/test_spectral.py | """Testing for Spectral Clustering methods"""
from sklearn.externals.six.moves import cPickle
dumps, loads = cPickle.dumps, cPickle.loads
import numpy as np
from scipy import sparse
from sklearn.utils import check_random_state
from sklearn.utils.testing import assert_equal
from sklearn.utils.testing import assert_a... | 7,958 | 39.401015 | 77 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/tests/test_mean_shift.py | """
Testing for mean shift clustering methods
"""
import numpy as np
import warnings
from scipy import sparse
from sklearn.utils.testing import assert_equal
from sklearn.utils.testing import assert_false
from sklearn.utils.testing import assert_true
from sklearn.utils.testing import assert_array_equal
from sklearn.... | 3,957 | 30.919355 | 76 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/tests/test_affinity_propagation.py | """
Testing for Clustering methods
"""
import numpy as np
from sklearn.utils.testing import assert_equal
from sklearn.utils.testing import assert_array_equal
from sklearn.utils.testing import assert_raises
from sklearn.cluster.affinity_propagation_ import AffinityPropagation
from sklearn.cluster.affinity_propagatio... | 2,620 | 31.358025 | 75 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/tests/common.py | """
Common utilities for testing clustering.
"""
import numpy as np
###############################################################################
# Generate sample data
def generate_clustered_data(seed=0, n_clusters=3, n_features=2,
n_samples_per_cluster=20, std=.4):
prng = np.ran... | 848 | 28.275862 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/tests/test_hierarchical.py | """
Several basic tests for hierarchical clustering procedures
"""
# Authors: Vincent Michel, 2010, Gael Varoquaux 2012,
# Matteo Visconti di Oleggio Castello 2014
# License: BSD 3 clause
from tempfile import mkdtemp
import shutil
from functools import partial
import numpy as np
from scipy import sparse
from... | 21,562 | 37.368327 | 82 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/tests/__init__.py | 0 | 0 | 0 | py | |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/tests/test_birch.py | """
Tests for the birch clustering algorithm.
"""
from scipy import sparse
import numpy as np
from sklearn.cluster.tests.common import generate_clustered_data
from sklearn.cluster.birch import Birch
from sklearn.cluster.hierarchical import AgglomerativeClustering
from sklearn.datasets import make_blobs
from sklearn.l... | 5,603 | 33.807453 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cluster/tests/test_k_means.py | """Testing for K-means"""
import sys
import numpy as np
from scipy import sparse as sp
from sklearn.utils.testing import assert_equal
from sklearn.utils.testing import assert_array_equal
from sklearn.utils.testing import assert_array_almost_equal
from sklearn.utils.testing import SkipTest
from sklearn.utils.testing i... | 32,602 | 36.474713 | 83 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/mocking.py | import numpy as np
from ..base import BaseEstimator, ClassifierMixin
from .testing import assert_true
from .validation import _num_samples, check_array
class ArraySlicingWrapper(object):
def __init__(self, array):
self.array = array
def __getitem__(self, aslice):
return MockDataFrame(self.ar... | 2,837 | 31.62069 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/setup.py | import os
from os.path import join
from sklearn._build_utils import get_blas_info
def configuration(parent_package='', top_path=None):
import numpy
from numpy.distutils.misc_util import Configuration
config = Configuration('utils', parent_package, top_path)
config.add_subpackage('sparsetools')
... | 2,993 | 34.223529 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/stats.py | import numpy as np
from scipy.stats import rankdata as scipy_rankdata
from sklearn.utils.extmath import stable_cumsum
from sklearn.utils.deprecation import deprecated
# Remove in sklearn 0.21
@deprecated("sklearn.utils.stats.rankdata was deprecated in version 0.19 and "
"will be removed in 0.21. Use scip... | 869 | 32.461538 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/deprecation.py | import sys
import warnings
import functools
__all__ = ["deprecated", "DeprecationDict"]
class deprecated(object):
"""Decorator to mark a function or class as deprecated.
Issue a warning when the function is called/the class is instantiated and
adds a warning to the docstring.
The optional extra arg... | 4,075 | 29.192593 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/validation.py | """Utilities for input validation"""
# Authors: Olivier Grisel
# Gael Varoquaux
# Andreas Mueller
# Lars Buitinck
# Alexandre Gramfort
# Nicolas Tresegnie
# License: BSD 3 clause
import warnings
import numbers
import numpy as np
import scipy.sparse as sp
from ..externals... | 28,238 | 34.927481 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/linear_assignment_.py | """
Solve the unique lowest-cost assignment problem using the
Hungarian algorithm (also known as Munkres algorithm).
"""
# Based on original code by Brain Clapper, adapted to NumPy by Gael Varoquaux.
# Heavily refactored by Lars Buitinck.
#
# TODO: a version of this algorithm has been incorporated in SciPy; use that
#... | 9,495 | 32.55477 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/_scipy_sparse_lsqr_backport.py | """Sparse Equations and Least Squares.
The original Fortran code was written by C. C. Paige and M. A. Saunders as
described in
C. C. Paige and M. A. Saunders, LSQR: An algorithm for sparse linear
equations and sparse least squares, TOMS 8(1), 43--71 (1982).
C. C. Paige and M. A. Saunders, Algorithm 583; LSQR: Sparse... | 18,021 | 34.40668 | 84 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/extmath.py | """
Extended math utilities.
"""
# Authors: Gael Varoquaux
# Alexandre Gramfort
# Alexandre T. Passos
# Olivier Grisel
# Lars Buitinck
# Stefan van der Walt
# Kyle Kastner
# Giorgio Patrini
# License: BSD 3 clause
from __future__ import division
import war... | 24,911 | 31.4375 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/testing.py | """Testing utilities."""
# Copyright (c) 2011, 2012
# Authors: Pietro Berkes,
# Andreas Muller
# Mathieu Blondel
# Olivier Grisel
# Arnaud Joly
# Denis Engemann
# Giorgio Patrini
# Thierry Guillemot
# License: BSD 3 clause
import os
import inspect
import p... | 30,964 | 33.21547 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/sparsefuncs.py | # Authors: Manoj Kumar
# Thomas Unterthiner
# Giorgio Patrini
#
# License: BSD 3 clause
import scipy.sparse as sp
import numpy as np
from .fixes import sparse_min_max
from .sparsefuncs_fast import (
csr_mean_variance_axis0 as _csr_mean_var_axis0,
csc_mean_variance_axis0 as _csc_mean_var_axis0... | 13,499 | 27.66242 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/class_weight.py | # Authors: Andreas Mueller
# Manoj Kumar
# License: BSD 3 clause
import numpy as np
from ..externals import six
def compute_class_weight(class_weight, classes, y):
"""Estimate class weights for unbalanced datasets.
Parameters
----------
class_weight : dict, 'balanced' or None
If 'ba... | 7,126 | 38.815642 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/graph.py | """
Graph utilities and algorithms
Graphs are represented with their adjacency matrices, preferably using
sparse matrices.
"""
# Authors: Aric Hagberg <hagberg@lanl.gov>
# Gael Varoquaux <gael.varoquaux@normalesup.org>
# Jake Vanderplas <vanderplas@astro.washington.edu>
# License: BSD 3 clause
from... | 3,047 | 35.285714 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/estimator_checks.py | from __future__ import print_function
import types
import warnings
import sys
import traceback
import pickle
from copy import deepcopy
import numpy as np
from scipy import sparse
from scipy.stats import rankdata
import struct
from sklearn.externals.six.moves import zip
from sklearn.externals.joblib import hash, Memor... | 66,863 | 37.208 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/optimize.py | """
Our own implementation of the Newton algorithm
Unlike the scipy.optimize version, this version of the Newton conjugate
gradient solver uses only one function call to retrieve the
func value, the gradient value and a callable for the Hessian matvec
product. If the function call is very expensive (e.g. for logistic
... | 5,742 | 27.014634 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/multiclass.py | # Author: Arnaud Joly, Joel Nothman, Hamzeh Alsalhi
#
# License: BSD 3 clause
"""
Multi-class / multi-label utility function
==========================================
"""
from __future__ import division
from collections import Sequence
from itertools import chain
from scipy.sparse import issparse
from scipy.sparse.b... | 15,200 | 32.855234 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/random.py | # Author: Hamzeh Alsalhi <ha258@cornell.edu>
#
# License: BSD 3 clause
from __future__ import division
import numpy as np
import scipy.sparse as sp
import array
from sklearn.utils import check_random_state
from ._random import sample_without_replacement
from .deprecation import deprecated
__all__ = ['sample_without_r... | 7,445 | 36.23 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/metaestimators.py | """Utilities for meta-estimators"""
# Author: Joel Nothman
# Andreas Mueller
# License: BSD
from abc import ABCMeta, abstractmethod
from operator import attrgetter
from functools import update_wrapper
import numpy as np
from ..utils import safe_indexing
from ..externals import six
from ..base import BaseEstim... | 7,659 | 35.826923 | 81 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/bench.py | """
Helper functions for benchmarking
"""
def total_seconds(delta):
"""
helper function to emulate function total_seconds,
introduced in python2.7
http://docs.python.org/library/datetime.html\
#datetime.timedelta.total_seconds
"""
mu_sec = 1e-6 # number of seconds in one microseconds
r... | 370 | 19.611111 | 58 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/__init__.py | """
The :mod:`sklearn.utils` module includes various utilities.
"""
from collections import Sequence
import numpy as np
from scipy.sparse import issparse
import warnings
from .murmurhash import murmurhash3_32
from .validation import (as_float_array,
assert_all_finite,
... | 15,503 | 29.459725 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/arpack.py | # Remove this module in version 0.21
from scipy.sparse.linalg import eigs as _eigs, eigsh as _eigsh, svds as _svds
from .deprecation import deprecated
@deprecated("sklearn.utils.arpack.eigs was deprecated in version 0.19 and "
"will be removed in 0.21. Use scipy.sparse.linalg.eigs instead.")
def eigs(A,... | 826 | 33.458333 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/fixes.py | """Compatibility fixes for older version of python, numpy and scipy
If you add content to this file, please give the version of the package
at which the fixe is no longer needed.
"""
# Authors: Emmanuelle Gouillart <emmanuelle.gouillart@normalesup.org>
# Gael Varoquaux <gael.varoquaux@normalesup.org>
# ... | 6,667 | 33.020408 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/sparsetools/setup.py | # Remove in version 0.21
def configuration(parent_package='', top_path=None):
from numpy.distutils.misc_util import Configuration
config = Configuration('sparsetools', parent_package, top_path)
config.add_subpackage('tests')
return config
if __name__ == '__main__':
from numpy.distutils.core im... | 380 | 22.8125 | 67 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/sparsetools/__init__.py | # Remove in version 0.21
from scipy.sparse.csgraph import connected_components as \
scipy_connected_components
from sklearn.utils.deprecation import deprecated
@deprecated("sklearn.utils.sparsetools.connected_components was deprecated in "
"version 0.19 and will be removed in 0.21. Use "
... | 474 | 32.928571 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/sparsetools/tests/__init__.py | 0 | 0 | 0 | py | |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_murmurhash.py | # Author: Olivier Grisel <olivier.grisel@ensta.org>
#
# License: BSD 3 clause
import numpy as np
from sklearn.externals.six import b, u
from sklearn.utils.murmurhash import murmurhash3_32
from numpy.testing import assert_array_almost_equal
from numpy.testing import assert_array_equal
from sklearn.utils.testing import ... | 2,849 | 34.185185 | 73 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_bench.py |
import datetime
from sklearn.utils.bench import total_seconds
from sklearn.utils.testing import assert_equal
def test_total_seconds():
delta = (datetime.datetime(2012, 1, 1, 5, 5, 1)
- datetime.datetime(2012, 1, 1, 5, 5, 4))
assert_equal(86397, total_seconds(delta))
| 292 | 23.416667 | 54 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_class_weight.py | import numpy as np
from sklearn.linear_model import LogisticRegression
from sklearn.datasets import make_blobs
from sklearn.utils.class_weight import compute_class_weight
from sklearn.utils.class_weight import compute_sample_weight
from sklearn.utils.testing import assert_array_almost_equal
from sklearn.utils.testin... | 9,891 | 42.196507 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_fast_dict.py | """ Test fast_dict.
"""
import numpy as np
from sklearn.utils.fast_dict import IntFloatDict, argmin
from sklearn.utils.testing import assert_equal
from sklearn.externals.six.moves import xrange
def test_int_float_dict():
rng = np.random.RandomState(0)
keys = np.unique(rng.randint(100, size=10).astype(np.intp... | 939 | 26.647059 | 63 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_random.py | from __future__ import division
import numpy as np
import scipy.sparse as sp
from numpy.testing import assert_array_almost_equal
from sklearn.utils.random import sample_without_replacement
from sklearn.utils.random import random_choice_csc
from sklearn.utils.fixes import comb
from sklearn.utils.testing import (
a... | 7,334 | 39.081967 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_optimize.py | import numpy as np
from sklearn.utils.optimize import newton_cg
from scipy.optimize import fmin_ncg
from sklearn.utils.testing import assert_array_almost_equal
def test_newton_cg():
# Test that newton_cg gives same result as scipy's fmin_ncg
rng = np.random.RandomState(0)
A = rng.normal(size=(10, 10))
... | 768 | 22.30303 | 63 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_metaestimators.py | from sklearn.utils.testing import assert_true, assert_false
from sklearn.utils.metaestimators import if_delegate_has_method
class Prefix(object):
def func(self):
pass
class MockMetaEstimator(object):
"""This is a mock meta estimator"""
a_prefix = Prefix()
@if_delegate_has_method(delegate="a... | 2,304 | 27.45679 | 77 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_deprecation.py | # Authors: Raghav RV <rvraghav93@gmail.com>
# License: BSD 3 clause
import sys
import pickle
from sklearn.utils.deprecation import _is_deprecated
from sklearn.utils.deprecation import deprecated
from sklearn.utils.testing import assert_warns_message
from sklearn.utils.testing import assert_no_warnings
from sklearn.u... | 2,158 | 26.329114 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_extmath.py | # Authors: Olivier Grisel <olivier.grisel@ensta.org>
# Mathieu Blondel <mathieu@mblondel.org>
# Denis Engemann <denis-alexander.engemann@inria.fr>
#
# License: BSD 3 clause
import numpy as np
from scipy import sparse
from scipy import linalg
from scipy import stats
from sklearn.utils.testing import ... | 24,129 | 37.484848 | 90 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_estimator_checks.py | import scipy.sparse as sp
import numpy as np
import sys
from sklearn.externals.six.moves import cStringIO as StringIO
from sklearn.externals import joblib
from sklearn.base import BaseEstimator, ClassifierMixin
from sklearn.utils.testing import (assert_raises_regex, assert_true,
asse... | 9,361 | 35.858268 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_multiclass.py |
from __future__ import division
import numpy as np
import scipy.sparse as sp
from itertools import product
from sklearn.externals.six.moves import xrange
from sklearn.externals.six import iteritems
from scipy.sparse import issparse
from scipy.sparse import csc_matrix
from scipy.sparse import csr_matrix
from scipy.sp... | 14,620 | 37.075521 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_linear_assignment.py | # Author: Brian M. Clapper, G Varoquaux
# License: BSD
import numpy as np
# XXX we should be testing the public API here
from sklearn.utils.linear_assignment_ import _hungarian
def test_hungarian():
matrices = [
# Square
([[400, 150, 400],
[400, 450, 600],
[300, 225, 300]],
... | 1,349 | 21.131148 | 55 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_shortest_path.py | from collections import defaultdict
import numpy as np
from numpy.testing import assert_array_almost_equal
from sklearn.utils.graph import (graph_shortest_path,
single_source_shortest_path_length)
def floyd_warshall_slow(graph, directed=False):
N = graph.shape[0]
#set nonzer... | 2,841 | 28.604167 | 76 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/__init__.py | 0 | 0 | 0 | py | |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_seq_dataset.py | # Author: Tom Dupre la Tour <tom.dupre-la-tour@m4x.org>
#
# License: BSD 3 clause
import numpy as np
from numpy.testing import assert_array_equal
import scipy.sparse as sp
from sklearn.utils.seq_dataset import ArrayDataset, CSRDataset
from sklearn.datasets import load_iris
from sklearn.utils.testing import assert_eq... | 2,497 | 28.388235 | 66 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_fixes.py | # Authors: Gael Varoquaux <gael.varoquaux@normalesup.org>
# Justin Vincent
# Lars Buitinck
# License: BSD 3 clause
import pickle
from sklearn.utils.testing import assert_equal
from sklearn.utils.testing import assert_array_equal
from sklearn.utils.fixes import divide
from sklearn.utils.fixes import... | 740 | 26.444444 | 57 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_graph.py | # Author: Gael Varoquaux <gael.varoquaux@normalesup.org>
# License: BSD 3 clause
import numpy as np
from scipy import sparse
from sklearn.utils.graph import graph_laplacian
from sklearn.utils.testing import ignore_warnings
@ignore_warnings(category=DeprecationWarning)
def test_graph_laplacian():
for mat in (np.... | 1,042 | 37.62963 | 76 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_validation.py | """Tests for input validation functions"""
import warnings
import os
from tempfile import NamedTemporaryFile
from itertools import product
import numpy as np
from numpy.testing import assert_array_equal
import scipy.sparse as sp
from sklearn.utils.testing import assert_true, assert_false, assert_equal
from sklearn.... | 22,522 | 38.238676 | 84 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_testing.py | import warnings
import unittest
import sys
import numpy as np
from scipy import sparse
from sklearn.utils.deprecation import deprecated
from sklearn.utils.metaestimators import if_delegate_has_method
from sklearn.utils.testing import (
assert_true,
assert_raises,
assert_less,
assert_greater,
assert... | 14,035 | 27.821355 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_sparsefuncs.py | import numpy as np
import scipy.sparse as sp
from scipy import linalg
from numpy.testing import (assert_array_almost_equal,
assert_array_equal,
assert_equal)
from numpy.random import RandomState
from sklearn.datasets import make_classification
from sklearn.utils.s... | 17,611 | 35.238683 | 77 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_stats.py | from sklearn.utils.testing import assert_array_equal, ignore_warnings
from sklearn.utils.stats import rankdata
_cases = (
# values, method, expected
([100], 'max', [1.0]),
([100, 100, 100], 'max', [3.0, 3.0, 3.0]),
([100, 300, 200], 'max', [1.0, 3.0, 2.0]),
([100, 200, 300, 200], 'max', [1.0, 3.0... | 717 | 27.72 | 69 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/utils/tests/test_utils.py | from itertools import chain, product
import warnings
import numpy as np
import scipy.sparse as sp
from scipy.linalg import pinv2
from scipy.sparse.csgraph import laplacian
from sklearn.utils.testing import (assert_equal, assert_raises, assert_true,
assert_almost_equal, assert_array_... | 9,605 | 33.6787 | 78 | py |