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 |
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cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/libfuturize/fixes/fix_execfile.py | # coding: utf-8
"""
Fixer for the execfile() function on Py2, which was removed in Py3.
The Lib/lib2to3/fixes/fix_execfile.py module has some problems: see
python-future issue #37. This fixer merely imports execfile() from
past.builtins and leaves the code alone.
Adds this import line::
from past.builtins import... | 922 | 22.666667 | 67 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/libfuturize/fixes/fix_add__future__imports_except_unicode_literals.py | """
Fixer for adding:
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
This is "stage 1": hopefully uncontroversial changes.
Stage 2 adds ``unicode_literals``.
"""
from lib2to3 import fixer_base
from libfuturize.fixer_util import future_import
... | 663 | 22.714286 | 67 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/libfuturize/fixes/fix_division_safe.py | """
For the ``future`` package.
Adds this import line:
from __future__ import division
at the top and changes any old-style divisions to be calls to
past.utils.old_div so the code runs as before on Py2.6/2.7 and has the same
behaviour on Py3.
If "from __future__ import division" is already in effect, this fixer... | 2,242 | 29.726027 | 77 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/libfuturize/fixes/fix_bytes.py | """Optional fixer that changes all unprefixed string literals "..." to b"...".
br'abcd' is a SyntaxError on Python 2 but valid on Python 3.
ur'abcd' is a SyntaxError on Python 3 but valid on Python 2.
"""
from __future__ import unicode_literals
import re
from lib2to3.pgen2 import token
from lib2to3 import fixer_base... | 685 | 26.44 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/libfuturize/fixes/fix_oldstr_wrap.py | """
For the ``future`` package.
Adds this import line:
from past.builtins import str as oldstr
at the top and wraps any unadorned string literals 'abc' or explicit byte-string
literals b'abc' in oldstr() calls so the code has the same behaviour on Py3 as
on Py2.6/2.7.
"""
from __future__ import unicode_literals... | 1,214 | 29.375 | 80 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/libfuturize/fixes/__init__.py | import sys
from lib2to3 import refactor
# The following fixers are "safe": they convert Python 2 code to more
# modern Python 2 code. They should be uncontroversial to apply to most
# projects that are happy to drop support for Py2.5 and below. Applying
# them first will reduce the size of the patch set for the real p... | 5,142 | 51.479592 | 163 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/libfuturize/fixes/fix_remove_old__future__imports.py | """
Fixer for removing any of these lines:
from __future__ import with_statement
from __future__ import nested_scopes
from __future__ import generators
The reason is that __future__ imports like these are required to be the first
line of code (after docstrings) on Python 2.6+, which can get in the way.
T... | 852 | 29.464286 | 77 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/libfuturize/fixes/fix_future_standard_library.py | """
For the ``future`` package.
Changes any imports needed to reflect the standard library reorganization. Also
Also adds these import lines:
from future import standard_library
standard_library.install_aliases()
after any __future__ imports but before any other imports.
"""
from lib2to3.fixes.fix_imports i... | 735 | 26.259259 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/libfuturize/fixes/fix_basestring.py | """
Fixer that adds ``from past.builtins import basestring`` if there is a
reference to ``basestring``
"""
from lib2to3 import fixer_base
from libfuturize.fixer_util import touch_import_top
class FixBasestring(fixer_base.BaseFix):
BM_compatible = True
PATTERN = "'basestring'"
def transform(self, node,... | 395 | 19.842105 | 70 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/libfuturize/fixes/fix_object.py | """
Fixer that adds ``from builtins import object`` if there is a line
like this:
class Foo(object):
"""
from lib2to3 import fixer_base
from libfuturize.fixer_util import touch_import_top
class FixObject(fixer_base.BaseFix):
PATTERN = u"classdef< 'class' NAME '(' name='object' ')' colon=':' any >"
def... | 407 | 21.666667 | 77 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/libfuturize/fixes/fix_print_with_import.py | """
For the ``future`` package.
Turns any print statements into functions and adds this import line:
from __future__ import print_function
at the top to retain compatibility with Python 2.6+.
"""
from libfuturize.fixes.fix_print import FixPrint
from libfuturize.fixer_util import future_import
class FixPrintWit... | 736 | 29.708333 | 77 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/_collections.py | from __future__ import absolute_import
try:
from collections.abc import Mapping, MutableMapping
except ImportError:
from collections import Mapping, MutableMapping
try:
from threading import RLock
except ImportError: # Platform-specific: No threads available
class RLock:
def __enter__(self):
... | 10,841 | 31.558559 | 92 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/poolmanager.py | from __future__ import absolute_import
import collections
import functools
import logging
from ._collections import RecentlyUsedContainer
from .connectionpool import HTTPConnectionPool, HTTPSConnectionPool
from .connectionpool import port_by_scheme
from .exceptions import LocationValueError, MaxRetryError, ProxyScheme... | 16,821 | 36.382222 | 92 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/exceptions.py | from __future__ import absolute_import
from .packages.six.moves.http_client import (
IncompleteRead as httplib_IncompleteRead
)
# Base Exceptions
class HTTPError(Exception):
"Base exception used by this module."
pass
class HTTPWarning(Warning):
"Base warning used by this module."
pass
class Po... | 6,604 | 25.740891 | 84 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/connection.py | from __future__ import absolute_import
import datetime
import logging
import os
import sys
import socket
from socket import error as SocketError, timeout as SocketTimeout
import warnings
from .packages import six
from .packages.six.moves.http_client import HTTPConnection as _HTTPConnection
from .packages.six.moves.http... | 14,485 | 34.856436 | 99 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/filepost.py | from __future__ import absolute_import
import binascii
import codecs
import os
from io import BytesIO
from .packages import six
from .packages.six import b
from .fields import RequestField
writer = codecs.lookup('utf-8')[3]
def choose_boundary():
"""
Our embarrassingly-simple replacement for mimetools.choo... | 2,436 | 23.616162 | 85 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/connectionpool.py | from __future__ import absolute_import
import errno
import logging
import sys
import warnings
from socket import error as SocketError, timeout as SocketTimeout
import socket
from .exceptions import (
ClosedPoolError,
ProtocolError,
EmptyPoolError,
HeaderParsingError,
HostChangedError,
Locatio... | 35,464 | 38.101433 | 99 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/response.py | from __future__ import absolute_import
from contextlib import contextmanager
import zlib
import io
import logging
from socket import timeout as SocketTimeout
from socket import error as SocketError
from ._collections import HTTPHeaderDict
from .exceptions import (
BodyNotHttplibCompatible, ProtocolError, DecodeErr... | 24,667 | 35.437223 | 94 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/__init__.py | """
urllib3 - Thread-safe connection pooling and re-using.
"""
from __future__ import absolute_import
import warnings
from .connectionpool import (
HTTPConnectionPool,
HTTPSConnectionPool,
connection_from_url
)
from . import exceptions
from .filepost import encode_multipart_formdata
from .poolmanager imp... | 2,853 | 28.122449 | 84 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/fields.py | from __future__ import absolute_import
import email.utils
import mimetypes
from .packages import six
def guess_content_type(filename, default='application/octet-stream'):
"""
Guess the "Content-Type" of a file.
:param filename:
The filename to guess the "Content-Type" of using :mod:`mimetypes`.
... | 5,943 | 32.206704 | 88 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/request.py | from __future__ import absolute_import
from .filepost import encode_multipart_formdata
from .packages.six.moves.urllib.parse import urlencode
__all__ = ['RequestMethods']
class RequestMethods(object):
"""
Convenience mixin for classes who implement a :meth:`urlopen` method, such
as :class:`~urllib3.con... | 5,996 | 38.715232 | 99 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/util/url.py | from __future__ import absolute_import
from collections import namedtuple
from ..exceptions import LocationParseError
url_attrs = ['scheme', 'auth', 'host', 'port', 'path', 'query', 'fragment']
# We only want to normalize urls with an HTTP(S) scheme.
# urllib3 infers URLs without a scheme (None) to be http.
NORMALI... | 6,487 | 27.08658 | 86 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/util/ssl_.py | from __future__ import absolute_import
import errno
import warnings
import hmac
import socket
from binascii import hexlify, unhexlify
from hashlib import md5, sha1, sha256
from ..exceptions import SSLError, InsecurePlatformWarning, SNIMissingWarning
from ..packages import six
SSLContext = None
HAS_SNI = False
IS_PY... | 13,993 | 34.24937 | 93 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/util/retry.py | from __future__ import absolute_import
import time
import logging
from collections import namedtuple
from itertools import takewhile
import email
import re
from ..exceptions import (
ConnectTimeoutError,
MaxRetryError,
ProtocolError,
ReadTimeoutError,
ResponseError,
InvalidHeader,
)
from ..pack... | 15,104 | 35.662621 | 97 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/util/connection.py | from __future__ import absolute_import
import socket
from .wait import NoWayToWaitForSocketError, wait_for_read
def is_connection_dropped(conn): # Platform-specific
"""
Returns True if the connection is dropped and should be closed.
:param conn:
:class:`httplib.HTTPConnection` object.
Note:... | 4,279 | 32.700787 | 82 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/util/queue.py | import collections
from ..packages import six
from ..packages.six.moves import queue
if six.PY2:
# Queue is imported for side effects on MS Windows. See issue #229.
import Queue as _unused_module_Queue # noqa: F401
class LifoQueue(queue.Queue):
def _init(self, _):
self.queue = collections.deque(... | 497 | 21.636364 | 71 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/util/timeout.py | from __future__ import absolute_import
# The default socket timeout, used by httplib to indicate that no timeout was
# specified by the user
from socket import _GLOBAL_DEFAULT_TIMEOUT
import time
from ..exceptions import TimeoutStateError
# A sentinel value to indicate that no timeout was specified by the user in
# u... | 9,757 | 39.156379 | 82 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/util/wait.py | import errno
from functools import partial
import select
import sys
try:
from time import monotonic
except ImportError:
from time import time as monotonic
__all__ = ["NoWayToWaitForSocketError", "wait_for_read", "wait_for_write"]
class NoWayToWaitForSocketError(Exception):
pass
# How should we wait on ... | 5,468 | 34.512987 | 81 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/util/response.py | from __future__ import absolute_import
from ..packages.six.moves import http_client as httplib
from ..exceptions import HeaderParsingError
def is_fp_closed(obj):
"""
Checks whether a given file-like object is closed.
:param obj:
The file-like object to check.
"""
try:
# Check `i... | 2,343 | 27.585366 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/util/__init__.py | from __future__ import absolute_import
# For backwards compatibility, provide imports that used to be here.
from .connection import is_connection_dropped
from .request import make_headers
from .response import is_fp_closed
from .ssl_ import (
SSLContext,
HAS_SNI,
IS_PYOPENSSL,
IS_SECURETRANSPORT,
as... | 1,044 | 18 | 68 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/util/request.py | from __future__ import absolute_import
from base64 import b64encode
from ..packages.six import b, integer_types
from ..exceptions import UnrewindableBodyError
ACCEPT_ENCODING = 'gzip,deflate'
_FAILEDTELL = object()
def make_headers(keep_alive=None, accept_encoding=None, user_agent=None,
basic_auth=... | 3,705 | 30.142857 | 85 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/packages/six.py | """Utilities for writing code that runs on Python 2 and 3"""
# Copyright (c) 2010-2015 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... | 30,098 | 33.636364 | 98 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/packages/__init__.py | from __future__ import absolute_import
from . import ssl_match_hostname
__all__ = ('ssl_match_hostname', )
| 109 | 17.333333 | 38 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/packages/ordered_dict.py | # Backport of OrderedDict() class that runs on Python 2.4, 2.5, 2.6, 2.7 and pypy.
# Passes Python2.7's test suite and incorporates all the latest updates.
# Copyright 2009 Raymond Hettinger, released under the MIT License.
# http://code.activestate.com/recipes/576693/
try:
from thread import get_ident as _get_iden... | 8,935 | 33.369231 | 87 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/packages/ssl_match_hostname/__init__.py | import sys
try:
# Our match_hostname function is the same as 3.5's, so we only want to
# import the match_hostname function if it's at least that good.
if sys.version_info < (3, 5):
raise ImportError("Fallback to vendored code")
from ssl import CertificateError, match_hostname
except ImportErr... | 688 | 33.45 | 81 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/packages/ssl_match_hostname/_implementation.py | """The match_hostname() function from Python 3.3.3, essential when using SSL."""
# Note: This file is under the PSF license as the code comes from the python
# stdlib. http://docs.python.org/3/license.html
import re
import sys
# ipaddress has been backported to 2.6+ in pypi. If it is installed on the
# system, us... | 5,702 | 35.094937 | 80 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/packages/backports/__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/urllib3/packages/backports/makefile.py | # -*- coding: utf-8 -*-
"""
backports.makefile
~~~~~~~~~~~~~~~~~~
Backports the Python 3 ``socket.makefile`` method for use with anything that
wants to create a "fake" socket object.
"""
import io
from socket import SocketIO
def backport_makefile(self, mode="r", buffering=None, encoding=None,
... | 1,461 | 26.074074 | 76 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/contrib/appengine.py | """
This module provides a pool manager that uses Google App Engine's
`URLFetch Service <https://cloud.google.com/appengine/docs/python/urlfetch>`_.
Example usage::
from urllib3 import PoolManager
from urllib3.contrib.appengine import AppEngineManager, is_appengine_sandbox
if is_appengine_sandbox():
... | 11,173 | 35.51634 | 96 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/contrib/pyopenssl.py | """
SSL with SNI_-support for Python 2. Follow these instructions if you would
like to verify SSL certificates in Python 2. Note, the default libraries do
*not* do certificate checking; you need to do additional work to validate
certificates yourself.
This needs the following packages installed:
* pyOpenSSL (tested w... | 15,463 | 32.764192 | 91 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/contrib/securetransport.py | """
SecureTranport support for urllib3 via ctypes.
This makes platform-native TLS available to urllib3 users on macOS without the
use of a compiler. This is an important feature because the Python Package
Index is moving to become a TLSv1.2-or-higher server, and the default OpenSSL
that ships with macOS is not capable... | 30,309 | 36.652174 | 96 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/contrib/socks.py | # -*- coding: utf-8 -*-
"""
This module contains provisional support for SOCKS proxies from within
urllib3. This module supports SOCKS4 (specifically the SOCKS4A variant) and
SOCKS5. To enable its functionality, either install PySocks or install this
module with the ``socks`` extra.
The SOCKS implementation supports t... | 6,391 | 32.119171 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/contrib/__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/urllib3/contrib/ntlmpool.py | """
NTLM authenticating pool, contributed by erikcederstran
Issue #10, see: http://code.google.com/p/urllib3/issues/detail?id=10
"""
from __future__ import absolute_import
from logging import getLogger
from ntlm import ntlm
from .. import HTTPSConnectionPool
from ..packages.six.moves.http_client import HTTPSConnecti... | 4,478 | 38.637168 | 77 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/contrib/_securetransport/bindings.py | """
This module uses ctypes to bind a whole bunch of functions and constants from
SecureTransport. The goal here is to provide the low-level API to
SecureTransport. These are essentially the C-level functions and constants, and
they're pretty gross to work with.
This code is a bastardised version of the code found in ... | 17,560 | 28.563973 | 99 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/contrib/_securetransport/low_level.py | """
Low-level helpers for the SecureTransport bindings.
These are Python functions that are not directly related to the high-level APIs
but are necessary to get them to work. They include a whole bunch of low-level
CoreFoundation messing about and memory management. The concerns in this module
are almost entirely abou... | 12,162 | 34.051873 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/urllib3/contrib/_securetransport/__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/kernel_approximation.py | """
The :mod:`sklearn.kernel_approximation` module implements several
approximate kernel feature maps base on Fourier transforms.
"""
# Author: Andreas Mueller <amueller@ais.uni-bonn.de>
#
# License: BSD 3 clause
import warnings
import numpy as np
import scipy.sparse as sp
from scipy.linalg import svd
from .base im... | 19,022 | 34.358736 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/base.py | """Base classes for all estimators."""
# Author: Gael Varoquaux <gael.varoquaux@normalesup.org>
# License: BSD 3 clause
import copy
import warnings
from collections import defaultdict
import numpy as np
from scipy import sparse
from .externals import six
from .utils.fixes import signature
from . import __version__
... | 20,250 | 33.915517 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/naive_bayes.py | # -*- coding: utf-8 -*-
"""
The :mod:`sklearn.naive_bayes` module implements Naive Bayes algorithms. These
are supervised learning methods based on applying Bayes' theorem with strong
(naive) feature independence assumptions.
"""
# Author: Vincent Michel <vincent.michel@inria.fr>
# Minor fixes by Fabian Pedre... | 31,330 | 36.122038 | 91 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/learning_curve.py | """Utilities to evaluate models with respect to a variable
"""
# Author: Alexander Fabisch <afabisch@informatik.uni-bremen.de>
#
# License: BSD 3 clause
import warnings
import numpy as np
from .base import is_classifier, clone
from .cross_validation import check_cv
from .externals.joblib import Parallel, delayed
fro... | 15,421 | 41.720222 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/random_projection.py | # -*- coding: utf8
"""Random Projection transformers
Random Projections are a simple and computationally efficient way to
reduce the dimensionality of the data by trading a controlled amount
of accuracy (as additional variance) for faster processing times and
smaller model sizes.
The dimensions and distribution of Ra... | 22,894 | 35.515152 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/exceptions.py | """
The :mod:`sklearn.exceptions` module includes all custom warnings and error
classes used across scikit-learn.
"""
__all__ = ['NotFittedError',
'ChangedBehaviorWarning',
'ConvergenceWarning',
'DataConversionWarning',
'DataDimensionalityWarning',
'EfficiencyWarn... | 5,276 | 32.611465 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/setup.py | import os
from os.path import join
import warnings
from sklearn._build_utils import maybe_cythonize_extensions
def configuration(parent_package='', top_path=None):
from numpy.distutils.misc_util import Configuration
from numpy.distutils.system_info import get_info, BlasNotFoundError
import numpy
lib... | 3,201 | 34.977528 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/discriminant_analysis.py | """
Linear Discriminant Analysis and Quadratic Discriminant Analysis
"""
# Authors: Clemens Brunner
# Martin Billinger
# Matthieu Perrot
# Mathieu Blondel
# License: BSD 3-Clause
from __future__ import print_function
import warnings
import numpy as np
from .utils import deprecated
from sci... | 27,513 | 34.005089 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/kernel_ridge.py | """Module :mod:`sklearn.kernel_ridge` implements kernel ridge regression."""
# Authors: Mathieu Blondel <mathieu@mblondel.org>
# Jan Hendrik Metzen <jhm@informatik.uni-bremen.de>
# License: BSD 3 clause
import numpy as np
from .base import BaseEstimator, RegressorMixin
from .metrics.pairwise import pairwise... | 6,731 | 35.193548 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/calibration.py | """Calibration of predicted probabilities."""
# Author: Alexandre Gramfort <alexandre.gramfort@telecom-paristech.fr>
# Balazs Kegl <balazs.kegl@gmail.com>
# Jan Hendrik Metzen <jhm@informatik.uni-bremen.de>
# Mathieu Blondel <mathieu@mblondel.org>
#
# License: BSD 3 clause
from __future__ impo... | 20,332 | 34.423345 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/multiclass.py | """
Multiclass and multilabel classification strategies
===================================================
This module implements multiclass learning algorithms:
- one-vs-the-rest / one-vs-all
- one-vs-one
- error correcting output codes
The estimators provided in this module are meta-estimators: they re... | 28,695 | 36.074935 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/grid_search.py | """
The :mod:`sklearn.grid_search` includes utilities to fine-tune the parameters
of an estimator.
"""
from __future__ import print_function
# Author: Alexandre Gramfort <alexandre.gramfort@inria.fr>,
# Gael Varoquaux <gael.varoquaux@normalesup.org>
# Andreas Mueller <amueller@ais.uni-bonn.de>
# ... | 40,365 | 37.553964 | 87 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/multioutput.py | """
This module implements multioutput regression and classification.
The estimators provided in this module are meta-estimators: they require
a base estimator to be provided in their constructor. The meta-estimator
extends single output estimators to multioutput estimators.
"""
# Author: Tim Head <betatim@gmail.com>... | 21,892 | 35.427621 | 84 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/__init__.py | """
Machine learning module for Python
==================================
sklearn is a Python module integrating classical machine
learning algorithms in the tightly-knit world of scientific Python
packages (numpy, scipy, matplotlib).
It aims to provide simple and efficient solutions to learning problems
that are acc... | 5,271 | 30.951515 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/isotonic.py | # Authors: Fabian Pedregosa <fabian@fseoane.net>
# Alexandre Gramfort <alexandre.gramfort@inria.fr>
# Nelle Varoquaux <nelle.varoquaux@gmail.com>
# License: BSD 3 clause
import numpy as np
from scipy import interpolate
from scipy.stats import spearmanr
from .base import BaseEstimator, TransformerMixi... | 14,061 | 32.401425 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/cross_validation.py | """
The :mod:`sklearn.cross_validation` module includes utilities for cross-
validation and performance evaluation.
"""
# Author: Alexandre Gramfort <alexandre.gramfort@inria.fr>,
# Gael Varoquaux <gael.varoquaux@normalesup.org>,
# Olivier Grisel <olivier.grisel@ensta.org>
# License: BSD 3 clause
from... | 73,625 | 34.465318 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/pipeline.py | """
The :mod:`sklearn.pipeline` module implements utilities to build a composite
estimator, as a chain of transforms and estimators.
"""
# Author: Edouard Duchesnay
# Gael Varoquaux
# Virgile Fritsch
# Alexandre Gramfort
# Lars Buitinck
# License: BSD
from collections import defaultdict... | 29,550 | 34.732769 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/dummy.py | # Author: Mathieu Blondel <mathieu@mblondel.org>
# Arnaud Joly <a.joly@ulg.ac.be>
# Maheshakya Wijewardena <maheshakya.10@cse.mrt.ac.lk>
# License: BSD 3 clause
from __future__ import division
import warnings
import numpy as np
import scipy.sparse as sp
from .base import BaseEstimator, ClassifierMixin... | 17,936 | 35.756148 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/feature_selection/from_model.py | # Authors: Gilles Louppe, Mathieu Blondel, Maheshakya Wijewardena
# License: BSD 3 clause
import numpy as np
from .base import SelectorMixin
from ..base import BaseEstimator, clone, MetaEstimatorMixin
from ..externals import six
from ..exceptions import NotFittedError
from ..utils.metaestimators import if_delegate_h... | 7,363 | 35.098039 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/feature_selection/base.py | # -*- coding: utf-8 -*-
"""Generic feature selection mixin"""
# Authors: G. Varoquaux, A. Gramfort, L. Buitinck, J. Nothman
# License: BSD 3 clause
from abc import ABCMeta, abstractmethod
from warnings import warn
import numpy as np
from scipy.sparse import issparse, csc_matrix
from ..base import TransformerMixin
f... | 4,188 | 33.056911 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/feature_selection/variance_threshold.py | # Author: Lars Buitinck
# License: 3-clause BSD
import numpy as np
from ..base import BaseEstimator
from .base import SelectorMixin
from ..utils import check_array
from ..utils.sparsefuncs import mean_variance_axis
from ..utils.validation import check_is_fitted
class VarianceThreshold(BaseEstimator, SelectorMixin):
... | 2,572 | 30 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/feature_selection/mutual_info_.py | # Author: Nikolay Mayorov <n59_ru@hotmail.com>
# License: 3-clause BSD
from __future__ import division
import numpy as np
from scipy.sparse import issparse
from scipy.special import digamma
from ..externals.six import moves
from ..metrics.cluster.supervised import mutual_info_score
from ..neighbors import NearestNeig... | 16,914 | 36.505543 | 83 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/feature_selection/rfe.py | # Authors: Alexandre Gramfort <alexandre.gramfort@inria.fr>
# Vincent Michel <vincent.michel@inria.fr>
# Gilles Louppe <g.louppe@gmail.com>
#
# License: BSD 3 clause
"""Recursive feature elimination for feature ranking"""
import numpy as np
from ..utils import check_X_y, safe_sqr
from ..utils.metaes... | 16,859 | 35.652174 | 84 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/feature_selection/univariate_selection.py | """Univariate features selection."""
# Authors: V. Michel, B. Thirion, G. Varoquaux, A. Gramfort, E. Duchesnay.
# L. Buitinck, A. Joly
# License: BSD 3 clause
import numpy as np
import warnings
from scipy import special, stats
from scipy.sparse import issparse
from ..base import BaseEstimator
from ..prepr... | 26,302 | 33.838411 | 80 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/feature_selection/__init__.py | """
The :mod:`sklearn.feature_selection` module implements feature selection
algorithms. It currently includes univariate filter selection methods and the
recursive feature elimination algorithm.
"""
from .univariate_selection import chi2
from .univariate_selection import f_classif
from .univariate_selection import f_... | 1,302 | 28.613636 | 77 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/feature_selection/tests/test_variance_threshold.py | from sklearn.utils.testing import (assert_array_equal, assert_equal,
assert_raises)
from scipy.sparse import bsr_matrix, csc_matrix, csr_matrix
from sklearn.feature_selection import VarianceThreshold
data = [[0, 1, 2, 3, 4],
[0, 2, 2, 3, 5],
[1, 1, 2, 4, 0]]
def t... | 971 | 32.517241 | 74 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/feature_selection/tests/test_from_model.py | import numpy as np
from sklearn.utils.testing import assert_true
from sklearn.utils.testing import assert_false
from sklearn.utils.testing import assert_equal
from sklearn.utils.testing import assert_less
from sklearn.utils.testing import assert_greater
from sklearn.utils.testing import assert_array_almost_equal
from ... | 7,845 | 38.034826 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/feature_selection/tests/test_rfe.py | """
Testing Recursive feature elimination
"""
import numpy as np
from numpy.testing import assert_array_almost_equal, assert_array_equal
from scipy import sparse
from sklearn.feature_selection.rfe import RFE, RFECV
from sklearn.datasets import load_iris, make_friedman1
from sklearn.metrics import zero_one_loss
from sk... | 11,274 | 33.063444 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/feature_selection/tests/test_mutual_info.py | from __future__ import division
import numpy as np
from numpy.testing import run_module_suite
from scipy.sparse import csr_matrix
from sklearn.utils import check_random_state
from sklearn.utils.testing import (assert_array_equal, assert_almost_equal,
assert_false, assert_raises, ass... | 6,913 | 32.400966 | 77 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/feature_selection/tests/test_chi2.py | """
Tests for chi2, currently the only feature selection function designed
specifically to work with sparse matrices.
"""
import warnings
import numpy as np
from scipy.sparse import coo_matrix, csr_matrix
import scipy.stats
from sklearn.feature_selection import SelectKBest, chi2
from sklearn.feature_selection.univar... | 3,080 | 30.438776 | 71 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/feature_selection/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/feature_selection/tests/test_base.py | import numpy as np
from scipy import sparse as sp
from numpy.testing import assert_array_equal
from sklearn.base import BaseEstimator
from sklearn.feature_selection.base import SelectorMixin
from sklearn.utils import check_array
from sklearn.utils.testing import assert_raises, assert_equal
class StepSelector(Select... | 3,681 | 30.741379 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/feature_selection/tests/test_feature_select.py | """
Todo: cross-check the F-value with stats model
"""
from __future__ import division
import itertools
import warnings
import numpy as np
from scipy import stats, sparse
from numpy.testing import run_module_suite
from sklearn.utils.testing import assert_equal
from sklearn.utils.testing import assert_almost_equal
from... | 26,651 | 38.367799 | 80 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/gaussian_process/correlation_models.py | # -*- coding: utf-8 -*-
# Author: Vincent Dubourg <vincent.dubourg@gmail.com>
# (mostly translation, see implementation details)
# License: BSD 3 clause
"""
The built-in correlation models submodule for the gaussian_process module.
"""
import numpy as np
from ..utils import deprecated
@deprecated("The fun... | 8,531 | 27.630872 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/gaussian_process/kernels.py | """Kernels for Gaussian process regression and classification.
The kernels in this module allow kernel-engineering, i.e., they can be
combined via the "+" and "*" operators or be exponentiated with a scalar
via "**". These sum and product expressions can also contain scalar values,
which are automatically converted to... | 67,177 | 35.020375 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/gaussian_process/regression_models.py | # -*- coding: utf-8 -*-
# Author: Vincent Dubourg <vincent.dubourg@gmail.com>
# (mostly translation, see implementation details)
# License: BSD 3 clause
"""
The built-in regression models submodule for the gaussian_process module.
"""
import numpy as np
from ..utils import deprecated
@deprecated("The func... | 2,604 | 25.85567 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/gaussian_process/gaussian_process.py | # -*- coding: utf-8 -*-
# Author: Vincent Dubourg <vincent.dubourg@gmail.com>
# (mostly translation, see implementation details)
# License: BSD 3 clause
from __future__ import print_function
import numpy as np
from scipy import linalg, optimize
from ..base import BaseEstimator, RegressorMixin
from ..metrics... | 34,769 | 38.155405 | 125 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/gaussian_process/gpr.py | """Gaussian processes regression. """
# Authors: Jan Hendrik Metzen <jhm@informatik.uni-bremen.de>
#
# License: BSD 3 clause
import warnings
from operator import itemgetter
import numpy as np
from scipy.linalg import cholesky, cho_solve, solve_triangular
from scipy.optimize import fmin_l_bfgs_b
from sklearn.base im... | 20,273 | 42.6 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/gaussian_process/__init__.py | # -*- coding: utf-8 -*-
# Author: Jan Hendrik Metzen <jhm@informatik.uni-bremen.de>
# Vincent Dubourg <vincent.dubourg@gmail.com>
# (mostly translation, see implementation details)
# License: BSD 3 clause
"""
The :mod:`sklearn.gaussian_process` module implements Gaussian Process
based regression and c... | 723 | 29.166667 | 72 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/gaussian_process/gpc.py | """Gaussian processes classification."""
# Authors: Jan Hendrik Metzen <jhm@informatik.uni-bremen.de>
#
# License: BSD 3 clause
import warnings
from operator import itemgetter
import numpy as np
from scipy.linalg import cholesky, cho_solve, solve
from scipy.optimize import fmin_l_bfgs_b
from scipy.special import erf... | 31,958 | 42.304878 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/gaussian_process/tests/test_gpr.py | """Testing for Gaussian process regression """
# Author: Jan Hendrik Metzen <jhm@informatik.uni-bremen.de>
# License: BSD 3 clause
import numpy as np
from scipy.optimize import approx_fprime
from sklearn.gaussian_process import GaussianProcessRegressor
from sklearn.gaussian_process.kernels \
import RBF, Constan... | 13,070 | 36.668588 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/gaussian_process/tests/test_gpc.py | """Testing for Gaussian process classification """
# Author: Jan Hendrik Metzen <jhm@informatik.uni-bremen.de>
# License: BSD 3 clause
import numpy as np
from scipy.optimize import approx_fprime
from sklearn.gaussian_process import GaussianProcessClassifier
from sklearn.gaussian_process.kernels import RBF, Constant... | 5,994 | 35.779141 | 77 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/gaussian_process/tests/test_kernels.py | """Testing for kernels for Gaussian processes."""
# Author: Jan Hendrik Metzen <jhm@informatik.uni-bremen.de>
# License: BSD 3 clause
from sklearn.externals.funcsigs import signature
import numpy as np
from sklearn.gaussian_process.kernels import _approx_fprime
from sklearn.metrics.pairwise \
import PAIRWISE_K... | 12,799 | 38.751553 | 77 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/gaussian_process/tests/test_gaussian_process.py | """
Testing for Gaussian Process module (sklearn.gaussian_process)
"""
# Author: Vincent Dubourg <vincent.dubourg@gmail.com>
# License: BSD 3 clause
import numpy as np
from sklearn.gaussian_process import GaussianProcess
from sklearn.gaussian_process import regression_models as regression
from sklearn.gaussian_proce... | 7,035 | 38.751412 | 85 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/gaussian_process/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/manifold/locally_linear.py | """Locally Linear Embedding"""
# Author: Fabian Pedregosa -- <fabian.pedregosa@inria.fr>
# Jake Vanderplas -- <vanderplas@astro.washington.edu>
# License: BSD 3 clause (C) INRIA 2011
import numpy as np
from scipy.linalg import eigh, svd, qr, solve
from scipy.sparse import eye, csr_matrix
from scipy.sparse.li... | 26,540 | 36.434415 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/manifold/setup.py | import os
from os.path import join
import numpy
from numpy.distutils.misc_util import Configuration
from sklearn._build_utils import get_blas_info
def configuration(parent_package="", top_path=None):
config = Configuration("manifold", parent_package, top_path)
libraries = []
if os.name == 'posix':
... | 1,284 | 32.815789 | 74 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/manifold/isomap.py | """Isomap for manifold learning"""
# Author: Jake Vanderplas -- <vanderplas@astro.washington.edu>
# License: BSD 3 clause (C) 2011
import numpy as np
from ..base import BaseEstimator, TransformerMixin
from ..neighbors import NearestNeighbors, kneighbors_graph
from ..utils import check_array
from ..utils.graph import... | 7,561 | 33.063063 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/manifold/mds.py | """
Multi-dimensional Scaling (MDS)
"""
# author: Nelle Varoquaux <nelle.varoquaux@gmail.com>
# License: BSD
import numpy as np
import warnings
from ..base import BaseEstimator
from ..metrics import euclidean_distances
from ..utils import check_random_state, check_array, check_symmetric
from ..externals.joblib impo... | 16,754 | 37.784722 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/manifold/spectral_embedding_.py | """Spectral Embedding"""
# Author: Gael Varoquaux <gael.varoquaux@normalesup.org>
# Wei LI <kuantkid@gmail.com>
# License: BSD 3 clause
import warnings
import numpy as np
from scipy import sparse
from scipy.linalg import eigh
from scipy.sparse.linalg import eigsh, lobpcg
from scipy.sparse.csgraph import conn... | 21,511 | 39.665406 | 79 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/manifold/t_sne.py | # Author: Alexander Fabisch -- <afabisch@informatik.uni-bremen.de>
# Author: Christopher Moody <chrisemoody@gmail.com>
# Author: Nick Travers <nickt@squareup.com>
# License: BSD 3 clause (C) 2014
# This is the exact and Barnes-Hut t-SNE implementation. There are other
# modifications of the algorithm:
# * Fast Optimi... | 35,089 | 39.011403 | 80 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/manifold/__init__.py | """
The :mod:`sklearn.manifold` module implements data embedding techniques.
"""
from .locally_linear import locally_linear_embedding, LocallyLinearEmbedding
from .isomap import Isomap
from .mds import MDS, smacof
from .spectral_embedding_ import SpectralEmbedding, spectral_embedding
from .t_sne import TSNE
__all__ =... | 465 | 34.846154 | 78 | py |
cba-pipeline-public | cba-pipeline-public-master/containernet/ndn-containers/ndn_headless-player/bandits/venv/lib/python3.6/site-packages/sklearn/manifold/tests/test_t_sne.py | import sys
from sklearn.externals.six.moves import cStringIO as StringIO
import numpy as np
import scipy.sparse as sp
from sklearn.neighbors import BallTree
from sklearn.neighbors import NearestNeighbors
from sklearn.utils.testing import assert_less_equal
from sklearn.utils.testing import assert_equal
from sklearn.uti... | 31,389 | 37.89715 | 79 | py |