id stringlengths 3 8 | content stringlengths 100 981k |
|---|---|
177975 | from __future__ import absolute_import, print_function, division
import warnings
import numpy as np
import astropy.units as u
__all__ = ["_get_x_in_wavenumbers", "_test_valid_x_range"]
def _get_x_in_wavenumbers(in_x):
"""
Convert input x to wavenumber given x has units.
Otherwise, assume x is in wavene... |
177979 | from pathlib import Path
from unittest import TestCase
from unittest.mock import patch, Mock
from requests.exceptions import HTTPError
from requests import Session
from test.test_account import TestAccount
from gphotos.LocalData import LocalData
import test.test_setup as ts
photos_root = Path("photos")
original_get =... |
178008 | class color(object):
GREEN = '\033[92m'
YELLOW = '\033[93m'
RED = '\033[91m'
RESET_ALL = '\033[0m' |
178022 | from secml.optim.optimizers.tests import COptimizerTestCases
from secml.array import CArray
from secml.optim.optimizers import COptimizerPGDLS
from secml.optim.constraints import CConstraintBox, CConstraintL1
class TestCOptimizerPGDLSDiscrete(COptimizerTestCases):
"""Unittests for COptimizerPGDLS in discrete spa... |
178042 | import sys
import os
from platform import python_version
# https://github.com/willmcgugan/rich
from rich.console import Console
from rich.theme import Theme
import pydbhub.dbhub as dbhub
if __name__ == '__main__':
custom_theme = Theme({
"info": "green",
"warning": "yellow",
"error": "bold... |
178058 | from typing import List
from uuid import UUID
from fastapi import APIRouter, Depends, HTTPException, Response, status
from app.api.dependencies import get_api_key, get_db
from app.db.database import MSSQLConnection
from app.schemas.security import SecurityLoginResponse, SecurityResponseBase
from app.services.exceptio... |
178068 | import unittest
from contextlib import contextmanager
from numba import njit
from numba.core import errors, cpu, utils, typing
from numba.core.descriptors import TargetDescriptor
from numba.core.dispatcher import TargetConfigurationStack
from numba.core.retarget import BasicRetarget
from numba.core.extending import ov... |
178123 | TEMPLATE = """
{name}
====
README
"""
def get_readme_template(name: str) -> str:
return TEMPLATE.format(name=name)
|
178133 | import ctypes
import os
from ctypes import wintypes
from collections import namedtuple
from PySide2.QtWidgets import QApplication
def get_process_hwnds():
# https://stackoverflow.com/questions/37501191/how-to-get-windows-window-names-with-ctypes-in-python
user32 = ctypes.WinDLL('user32', use_last_erro... |
178141 | import os
import glob
from unet3d.data import write_data_to_file, open_data_file
from unet3d.generator import get_training_and_validation_generators
from unet3d.model import siam3dunet_model
from unet3d.model import testnet_model
from unet3d.training import load_old_model, train_model
from skimage.io import imsave, im... |
178176 | import pdb
import sys
class FixedPdb(pdb.Pdb):
"""
Since we re-direct stdout and stderr in other parts of the
application, pdb can't interpret things like arrow keys
and auto-complete correctly.
This class fixes the issue by getting pdb to always use
the default stdout and stderr.
"""
... |
178201 | from django import template
from ghoster import forms
from django.contrib import admin
from django.contrib.admin import helpers
import pprint
import copy
import re
register = template.Library()
def __flatten(fields):
"""Returns a list which is a single level of flattening of the
original list."""
flat = [... |
178211 | import numpy as np
import tensorflow as tf
OUTPUT_PATH = "../events/"
def save():
input_node = tf.placeholder(shape=[None, 100, 100, 3], dtype=tf.float32)
net = tf.layers.conv2d(input_node, 32, (3, 3), strides=(2, 2), padding='same', name='conv_1')
net = tf.layers.conv2d(net, 32, (3, 3), strides=(1, 1), ... |
178220 | import requests
def get_all_data():
root = "https://raw.githubusercontent.com/patidarparas13/Sentiment-Analyzer-Tool/master/Datasets/"
data = requests.get(root + "imdb_labelled.txt").text.split("\n")
data += requests.get(root + "amazon_cells_labelled.txt").text.split("\n")
data += requests.get(root +... |
178297 | from credmark.cmf.model import Model
@Model.describe(
slug='contrib.neilz',
display_name='An example of a contrib model',
description="This model exists simply as an example of how and where to \
contribute a model to the Credmark framework",
version='1.0',
developer='neilz.eth',
outpu... |
178302 | from .dataclasses import Skill, Card
from .string_mgr import DictionaryAccess
from typing import Callable, Union, Optional
from collections import UserDict
from .skill_cs_enums import (
ST,
IMPLICIT_TARGET_SKILL_TYPES,
PERCENT_VALUE_SKILL_TYPES,
MIXED_VALUE_SKILL_TYPES,
)
VALUE_PERCENT = 1
VALUE_MIXED... |
178305 | from Voicelab.pipeline.Node import Node
from parselmouth.praat import call
from Voicelab.toolkits.Voicelab.VoicelabNode import VoicelabNode
from Voicelab.toolkits.Voicelab.MeasurePitchNode import measure_pitch
from scipy import stats
import statistics
class MeasureFormantPositionsNode(VoicelabNode):
def __init__(... |
178308 | from unittest.mock import patch, ANY
import numpy as np
import cv2
from tasks import (
_download_image, ascii, candy, mosaic, the_scream,
udnie, celeba_distill, face_paint, paprika
)
IMAGE_URL = "image_url"
IMAGE_NAME = "image_name"
IMAGE_PATH = "image_path"
IMAGE_IPFS_URL = "pinata_hash_123"
METADATA_IPFS_URL = ... |
178386 | from binascii import hexlify
import enum
import re
from . import bech32
PREFIXES = [
"addr",
"addr_test",
"script",
"stake",
"stake_test"
# -- * Hashes
,
"addr_vkh",
"stake_vkh",
"addr_shared_vkh",
"stake_shared_vkh"
# -- * Keys for 1852H
,
"addr_vk",
... |
178430 | import vertica_sdk
import urllib.request
import time
class validate_url(vertica_sdk.ScalarFunction):
"""Validates HTTP requests.
Returns the status code of a webpage. Pages that cannot be accessed return
"Failed to load page."
"""
def __init__(self):
pass
def setup(self, server_... |
178449 | import functools
from flask import abort, request
from flask_stupe import marshmallow
__all__ = []
if marshmallow:
def _load_schema(schema, json):
try:
return schema.load(json)
except marshmallow.exceptions.ValidationError as e:
abort(400, e.messages)
def schema_req... |
178492 | import collections.abc
import enum
import os
from typing import (
TYPE_CHECKING,
Annotated,
Any,
AsyncGenerator,
Optional,
Union,
)
import aiohttp
import inflection
import numpy as np
import pandas as pd
import pydantic
import structlog
import uplink
import uplink.converters
from pandera.decora... |
178510 | from heapq import heappush ,heappop, heapify ,_heapify_max
from typing import Union
# Running scalar median
# Ack: https://medium.com/mind-boggling-algorithms/streaming-algorithms-running-median-of-an-array-using-two-heaps-cd1b61b3c034
def med(s,x:Union[float,int]=None)->dict:
""" Running median
:param x... |
178535 | from dynamicserialize.dstypes.com.raytheon.uf.common.datastorage.records import AbstractDataRecord
class ByteDataRecord(AbstractDataRecord):
def __init__(self):
super(ByteDataRecord, self).__init__()
self.byteData = None
def getByteData(self):
return self.byteData
def setByteDat... |
178582 | import torch
from torch import nn
import numpy as np
from collections import OrderedDict
from torch.utils.data import DataLoader
from torch.utils.data import Sampler
from contextlib import nullcontext
import yaml
from yaml import SafeLoader as yaml_Loader, SafeDumper as yaml_Dumper
import os,sys
from tqdm import tqdm... |
178584 | from .plates import (
get_plate_class,
Plate96, Plate384, Plate1536, Plate2x4,
Plate4ti0960, Plate4ti0130, PlateLabcyteEchoLp0200Ldv,
PlateLabcyteEchoP05525Pp, Trough8x1
)
|
178588 | import numpy as np
from scipy import ndimage
'''
See paper: Sensors 2018, 18(4), 1055; https://doi.org/10.3390/s18041055
"Divide and Conquer-Based 1D CNN Human Activity Recognition Using Test Data Sharpening"
by <NAME> & <NAME>
This code loads and sharpens UCI HAR Dataset data.
UCI HAR Dataset data can be download... |
178597 | from subdaap.models import Server
from daapserver.utils import generate_persistent_id
from daapserver import provider
import logging
# Logger instance
logger = logging.getLogger(__name__)
class Provider(provider.Provider):
# SubSonic has support for artwork.
supports_artwork = True
# Persistent IDs a... |
178704 | from paver.easy import sh
import time
import yaml
from tests.util import clean, invoke_drkns
def test_check():
clean()
output = invoke_drkns('nominalcase', 'check')
assert (len(output) == 0)
def test_list():
clean()
output = invoke_drkns('nominalcase', 'list')
assert(len(output) > 6)
a... |
178828 | import pytest
import numpy as np
from synthpop.census_helpers import Census
from synthpop import categorizer as cat
import os
@pytest.fixture
def c():
return Census('bfa6b4e541243011fab6307a31aed9e91015ba90')
@pytest.fixture
def acs_data(c):
population = ['B01001_001E']
sex = ['B01001_002E', 'B01001_026... |
178849 | from .Exceptions import BFSyntaxError, BFSemanticError
from .Token import Token
from .General import is_token_literal
class Parser:
"""
Used to easily iterate tokens
"""
def __init__(self, tokens):
self.tokens = tokens
self.current_token_index = 0
# parsing tokens
def current_... |
178881 | from __future__ import absolute_import
from __future__ import print_function
from __future__ import division
from . import verilog
__intrinsics__ = ('set_header', 'get_header',
'set_global_offset', 'set_global_addrs',
'set_global_addr_map', 'write_global_addr_map', 'load_global_ad... |
178908 | from sys import stdin
f, = map(float, stdin.readline().strip().split())
print "%.3lf" % (5*(f-32)/9)
|
178912 | for __ in range(int(input())):
N,A,B,C = map(int,input().split( ))
if A+C >= N and B>=N:
print("YES")
else:
print("NO")
|
178958 | import os
from cupy.testing._pytest_impl import is_available, check_available
if is_available():
import pytest
_gpu_limit = int(os.getenv('CUPY_TEST_GPU_LIMIT', '-1'))
def gpu(*args, **kwargs):
return pytest.mark.gpu(*args, **kwargs)
def cudnn(*args, **kwargs):
return pytest.mark.... |
178974 | import abc
class AbstractRateCounter(metaclass=abc.ABCMeta):
@abc.abstractmethod
def get(self, scope):
raise NotImplementedError()
@abc.abstractmethod
def increment(self, scope, delta):
raise NotImplementedError()
@abc.abstractmethod
def increment_and_get(self, scope, delta):... |
178992 | from nnet.models.srl import *
from nnet.run.runner import *
from nnet.ml.voc import *
from nnet.run.srl.run import *
from nnet.run.srl.util import *
from nnet.run.srl.decoder import *
from functools import partial
from nnet.run.srl.read_dependency import get_adj
import nnet.run.srl.conll09_evaluation.eval
def make_l... |
179112 | from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from atvgnet import *
|
179150 | import unittest
import parameterized
import numpy as np
from rlutil.envs.tabular_cy import q_iteration, tabular_env
from rlutil.envs.tabular import q_iteration as q_iteration_py
class QIterationTest(unittest.TestCase):
def setUp(self):
self.env = tabular_env.CliffwalkEnv(num_states=3, transition_noise=0.01)
... |
179236 | from cartoframes.viz import popup_element
from cartoframes.viz.popup import Popup
from cartoframes.viz.popup_list import PopupList
popup_list = PopupList({
'click': [popup_element('value_1'), popup_element('value_2')],
'hover': [popup_element('value_1'), popup_element('value_3')]
})
class TestPopupList(object):
... |
179269 | from ._version import __version__
from ._rwlock import RWLock as RWLock
from ._streams import (
BufferedReceiveStream as BufferedReceiveStream,
TextReceiveStream as TextReceiveStream,
)
from ._multi_cancel import MultiCancelScope as MultiCancelScope
from ._service_nursery import open_service_nursery as open_se... |
179291 | import numpy as np
raw = np.load('data/training_data_bounty_attack_mobilenet.npy')
converted_data = []
for data in raw:
# data[0]
if data[1] == [0,0,0,0]:
data[1] = [0,0,0,0,1]
else:
data[1].append(0)
if data[2] == [0,0]:
data[2] = [0,0,1]
else:
data[2].append(0)
... |
179299 | from direct.distributed.DistributedCartesianGridAI import DistributedCartesianGridAI
from direct.directnotify import DirectNotifyGlobal
from pirates.world.DistributedGameAreaAI import DistributedGameAreaAI
from pirates.world.InteriorAreaBuilderAI import InteriorAreaBuilderAI
from pirates.world.WorldGlobals import *
cl... |
179320 | from dataclasses import dataclass, InitVar
from typing import Any
@dataclass(unsafe_hash=True)
class CoaxialControlIOStatus:
speaker: bool = False
white_light: bool = False
api_response: InitVar[Any] = None
def __post_init__(self, api_response):
if api_response is not None:
self.s... |
179419 | import tensorflow as tf
from keras import backend as K
from tensorflow.keras.models import Model
from tensorflow.keras.layers import Conv3D, MaxPooling3D, UpSampling3D, concatenate, Activation
from tensorflow.keras.optimizers import Adam
K.set_image_data_format("channels_last")
# Set the image shape to have the channel... |
179456 | from django.dispatch import Signal
"""
When an xform is received, either from posting or when finished playing.
"""
xform_received = Signal(providing_args=["form"])
"""
When a form is finished playing (via the SMS apis)
"""
sms_form_complete = Signal(providing_args=["session_id", "form"])
|
179533 | import torch
import torch.nn as nn
#from torch.autograd import Function
def lovasz_grad(gt_sorted):
"""
Computes gradient of the Lovasz extension w.r.t sorted errors
See Alg. 1 in paper
"""
p = len(gt_sorted)
gts = gt_sorted.sum()
intersection = gts - gt_sorted.float().cumsum(0)
union... |
179614 | from typing import List
from unittest import mock
from uuid import UUID
import pytest
from sqlalchemy.orm.exc import NoResultFound
from orchestrator.db import ResourceTypeTable, SubscriptionTable, WorkflowTable, db, transactional
from orchestrator.targets import Target
def test_transactional():
def insert_wf(st... |
179636 | import torch
import torch.nn as nn
import torch.nn.functional as F
from layers import GraphConvolution
from ...modules.prediction.classification.link_prediction.ConcatFeedForwardNNLayer import (
ConcatFeedForwardNNLayer,
)
from ...modules.prediction.classification.link_prediction.ElementSumLayer import ElementSum... |
179651 | from PyQt5.QtWidgets import *
from PyQt5.QtGui import QIcon, QPalette, QColor, QPixmap
from PyQt5.QtCore import *
class view_case_ui(QMainWindow):
def __init__(
self,
problem_path,
parent=None
):
super(view_case_ui, self).__init__(parent)
self.button_mode = 1
self.problem_path = problem_path
self... |
179690 | from Geometry.MTDGeometryBuilder.mtdParameters_cfi import mtdParameters
from Configuration.ProcessModifiers.dd4hep_cff import dd4hep
dd4hep.toModify(mtdParameters, fromDD4hep = True)
|
179750 | import copy
import unittest
import os
import shutil
from matador.config import load_custom_settings, set_settings
from matador.config.config import DEFAULT_SETTINGS
DUMMY_SETTINGS = {
"mongo": {"host": "blah", "port": 666},
"plotting": {"style": "matador"},
"this_is_a_test": {True: "it is"},
"run3": {
... |
179771 | from django.test import TestCase
from django.core.urlresolvers import reverse
from classifieds.tests.test_views import FancyTestCase
class TestAdBrowsing(FancyTestCase):
fixtures = ['users', 'categories', 'ads']
def setUp(self):
self.client.login(username='user', password='<PASSWORD>')
def test... |
179817 | import talib._ta_lib as _ta_lib
from ._ta_lib import __TA_FUNCTION_NAMES__
for func_name in __TA_FUNCTION_NAMES__:
globals()[func_name] = getattr(_ta_lib, "stream_%s" % func_name)
|
179903 | import torch.nn as nn
import torch
import math
class NoSkipBertSelfOutput(nn.Module):
def __init__(self, config):
super().__init__()
self.dense = nn.Linear(config.hidden_size, config.hidden_size)
self.LayerNorm = nn.LayerNorm(config.hidden_size, eps=config.layer_norm_eps)
self.drop... |
179911 | import asyncio
from zeroservices.backend.mongodb import MongoDBCollection
from . import _BaseCollectionTestCase
from ..utils import TestCase, _create_test_resource_service, _async_test
try:
from unittest.mock import Mock
except ImportError:
from mock import Mock
class MongoDBCollectionTestCase(_BaseCollect... |
179916 | import tensorflow as tf
def get_vectors_norm(vectors):
transposed = tf.transpose(vectors)
v_mag = tf.sqrt(tf.math.reduce_sum(transposed * transposed, axis=0))
return tf.transpose(tf.math.divide_no_nan(transposed, v_mag))
class InnerAngleRepresentation:
def __call__(self, p1s: tf.Tensor, p2s: tf.Tens... |
179918 | import sys
import contextlib
import functools
import ir_measures
from ir_measures import providers, measures, Metric
from ir_measures.providers.base import Any, Choices, NOT_PROVIDED
class TrectoolsProvider(providers.Provider):
"""
trectools
https://github.com/joaopalotti/trectools
::
@inproceeding... |
180002 | from flask import Blueprint, render_template, request, flash, redirect, url_for, jsonify, make_response
from app.users.models import Users, UsersSchema
from werkzeug.security import generate_password_hash, check_password_hash
from flask_restful import Resource, Api
import flask_restful
import jwt
from jwt import ... |
180034 | import jax
from evosax import Strategies
from evosax.problems import ClassicFitness
def test_strategy_ask(strategy_name):
# Loop over all strategies and test ask API
rng = jax.random.PRNGKey(0)
popsize = 20
strategy = Strategies[strategy_name](popsize=popsize, num_dims=2)
params = strategy.default... |
180043 | from abc import ABCMeta, abstractmethod
class WordVectorWrapper:
__metaclass__ = ABCMeta
def __init__(self, w2v_model):
self.w2v_model = w2v_model
self.vocab = self.get_vocab()
self.word_vector_shape = self.get_word_vector_shape()
@abstractmethod
def get_vocab(self):
... |
180046 | import json
from datetime import date, datetime
import requests
from .utilities import test_utility
def json_serial(obj):
"""JSON serializer for objects not serializable by default json code"""
if isinstance(obj, (datetime, date)):
return obj.isoformat()
raise TypeError ("Type %s not serializabl... |
180059 | import pytest
from regcore_read.views import search_utils
def inner_fn(request, search_args):
# We'd generally return a Response here, but we're mocking
return search_args
@pytest.mark.parametrize('page_size', ('-10', '0', '200', 'abcd', '---'))
def test_invalid_page_size(page_size, rf):
"""Invalid pag... |
180084 | import modelindex
import pytest
from modelindex import Metadata
from modelindex.models.Collection import Collection
from modelindex.models.CollectionList import CollectionList
from modelindex.models.Model import Model
from modelindex.models.ModelList import ModelList
from modelindex.models.Result import Result
from mod... |
180109 | class PrefixStorage(object):
"""Storage for store information about prefixes.
>>> s = PrefixStorage()
First we save information for some prefixes:
>>> s["123"] = "123 domain"
>>> s["12"] = "12 domain"
Then we can retrieve prefix information by full key
(longest prefix always win):
>... |
180146 | from django.conf.urls import url
from django.views.i18n import JavaScriptCatalog
from finder import views
urlpatterns = [
url(r'^jsi18n/$', JavaScriptCatalog.as_view(packages=['finder']), name='javascript-catalog'),
url(r'^setlang/$', views.set_language, name='set_language'),
url(r'^api/$', views.api, nam... |
180154 | import rm64
encoders = rm64.encoders
for encoder in encoders:
encoder["case"] = "mixedcase"
|
180162 | import torch
mapping = {}
def register(name):
def _thunk(func):
mapping[name] = func
return func
return _thunk
@register("rmsprop")
def rmsprop():
return torch.optim.RMSprop
@register("adam")
def adam():
return torch.optim.Adam
def get_optimizer_func(name):
"""
If you wa... |
180177 | import numpy as np
import torch
from ..callback.progressbar import ProgressBar
from ..common.tools import restore_checkpoint,model_device
from ..common.tools import summary
from ..common.tools import seed_everything
from ..common.tools import AverageMeter
from torch.nn.utils import clip_grad_norm_
from pybert.train.met... |
180217 | import taco.common.exceptions
class SQSWrapperException(taco.common.exceptions.DataDictException):
pass
class SQSClientException(SQSWrapperException):
def __init__(self, message='SQS client error', data_dict=None, exc=None):
super().__init__(message, data_dict=data_dict, exc=exc)
class SendMessag... |
180228 | import ujson
class TestAccount:
def test_get_account_without_auth(self, test_server):
res = test_server.get("/account")
assert res.status_code == 401
def test_get_info(self, test_server, create_account_jwt):
res = test_server.get(
"/account", headers={"Authorization": f"Be... |
180243 | import json
import time
from pybbn.graph.dag import Bbn
from pybbn.pptc.inferencecontroller import InferenceController
def do_it(join_tree):
InferenceController.reapply(join_tree, {0: [0.5, 0.5]})
with open('singly-bbn.json', 'r') as f:
s = time.time()
bbn = Bbn.from_dict(json.loads(f.read()))
e = ... |
180249 | from .changesets import _ChangesetContext
from .meta import ConfigManagerSettings
from .persistence import ConfigPersistenceAdapter, YamlReaderWriter, JsonReaderWriter, ConfigParserReaderWriter
from .schema_parser import parse_config_schema
from .sections import Section
from .utils import _get_persistence_adapter_for
... |
180307 | import os
import argparse
import socket
from id_driver import IDDriver
print("NAAL_FPGA board start")
parser = argparse.ArgumentParser(
description='Generic script for running the ID Extractor on the ' +
'FPGA board.')
# Socket communication arguments
parser.add_argument(
'--host_ip', type=str, default='... |
180318 | from collections import defaultdict
from math import exp, ceil
from typing import List
from jchord.midi import MidiNote
# Notes separated by less than this much belong to one chord
MIN_SEP_INTERVAL = 0.1
# Bucket size for the KDE algorithm
KDE_BUCKETS_PER_SECOND = 1 / MIN_SEP_INTERVAL
def kernel_defau... |
180322 | import logging
from functools import partial
import cv2
import os
import json
from collections import defaultdict
import numpy as np
import pandas as pd
import torch
from tensorboardX import SummaryWriter
from torch.utils.data import DataLoader
from evaluation.inception import InceptionScore
from sg2im.data.dataset_par... |
180361 | from .warmup import WarmupLRScheduler
class Linear(WarmupLRScheduler):
r"""
After a warmup period during which learning rate increases linearly between 0 and the start_lr,
The decay period performs :math:`\text{lr}=\text{start_lr}\times \dfrac{\text{end_iter}-\text{num_iter}}{\text{end_iter}-\text... |
180410 | from inspect import getfile, getsourcelines
from sys import stderr
from types import FunctionType
def print_function_context(f: FunctionType) -> None:
name, file, (source, source_line_number) = f.__name__, getfile(f), getsourcelines(f)
print(f"Function '{name}' located in {file} at line {source_line_number}"... |
180450 | import os
import time
import pickle
import random
import numpy as np
from PIL import Image
import torchvision.transforms as transforms
from utils import cv_utils
from data.dataset import DatasetBase
class AusDataset(DatasetBase):
def __init__(self, opt, is_for_train):
super(AusDataset, self).__init__(opt,... |
180510 | import matplotlib.pyplot as plt
import numpy as np
import torch
import cv2
import os
def find_card(I):
# 识别出车牌区域并返回该区域的图像
[y, x, z] = I.shape
# y取值范围分析
Blue_y = np.zeros((y, 1))
for i in range(y):
for j in range(x):
# 蓝色rgb范围
temp = I[i, j, :]
if (I[i, j... |
180600 | t=int(input())
for i in range(t):
s=int(input())
m=s%12
if m==1:
print(s+11,'WS')
elif m==2:
print(s+9,'MS')
elif m==3:
print(s+7,'AS')
elif m==4:
print(s+5,'AS')
elif m==5:
print(s+3,'MS')
elif m==6:
print(s+1,'WS')
elif m==7:
... |
180609 | import numpy as np
from ..base import Parameter
from .optimizer import BaseOptimizer
from benderopt.utils import logb
from .random import RandomOptimizer
class ParzenEstimator(BaseOptimizer):
""" Parzen Estimator
This estimator is largely inspired from TPE and hyperopt.
https://papers.nips.cc/paper/4443-... |
180635 | import codecs
from os import path
from ncbi_genome_download.summary import SummaryReader
def open_testfile(fname):
return codecs.open(path.join(path.dirname(__file__), fname), 'r', 'utf-8')
def test_bacteria_ascii():
ascii_file = open_testfile('partial_summary.txt')
reader = SummaryReader(ascii_file)
... |
180675 | import re
import tiles
# REGEXs for global/clock signals
# Globals including spine inputs, TAP_DRIVE inputs and TAP_DRIVE outputs
global_spine_tap_re = re.compile(r'R\d+C\d+_[HV]P[TLBR]X(\d){2}00')
# CMUX outputs
global_cmux_out_re = re.compile(r'R\d+C\d+_[UL][LR]PCLK\d+')
# CMUX inputs
global_cmux_in_re = re.compile... |
180710 | from django.test import TestCase
from django.urls import reverse
class FilebrowserAnonymousTestCase(TestCase):
def test_browse(self):
url = reverse("fb_browse")
response = self.client.get(url)
self.assertEqual(302, response.status_code)
self.assertEqual("/admin/login/?next=" + url,... |
180744 | from base import View, TemplateView, RedirectView
from dates import (ArchiveIndexView, YearArchiveView, MonthArchiveView,
WeekArchiveView, DayArchiveView, TodayArchiveView,
DateDetailView)
from detail import DetailView
from edit import FormView, ... |
180766 | from collections import namedtuple
from collections import defaultdict
from biicode.common.model.brl.cell_name import CellName
from biicode.common.model.symbolic.block_version import BlockVersion
from biicode.common.utils.serializer import DictDeserializer, SetDeserializer
from biicode.common.model.brl.block_cell_name... |
180776 | import os
import csv
from src import *
def exists_song(csv_letter, artist_url, song_url):
"""
Checks if a song exists in a given CSV given the artist and song url.
:param csv_letter: CSV letter in order to identify which CSV to get.
:param artist_url: Artist AZLyrics URL.
:param song_url: Song AZ... |
180793 | import math
import torch
from HyperSphere.BO.utils.normal_cdf import norm_cdf
def norm_pdf(x, mu=0.0, var=1.0):
return torch.exp(-0.5 * (x-mu) ** 2 / var)/(2 * math.pi * var)**0.5
def expected_improvement(mean, var, reference):
std = torch.sqrt(var)
standardized = (-mean + reference) / std
return (std * norm_... |
180803 | from infraboxcli.dashboard import local_config
from infraboxcli.log import logger
def list_remotes(args):
if args.verbose:
remotes = local_config.get_all_remotes()
msg = '\n: '.join(remotes)
logger.info('Remotes:')
logger.log(msg, print_header=False)
|
180825 | from Queue import Queue
def evaluate_rpn(tokens):
stk = []
while not tokens.empty():
token = tokens.get()
if is_operand(token):
stk.append(token)
else:
val0, val1 = stk.pop(), stk.pop()
num = eval(val1 + token + val0)
stk.append(str(num... |
180968 | from django.contrib import admin
from . models import AsnListModel, AsnDetailModel
admin.site.register(AsnListModel)
admin.site.register(AsnDetailModel)
|
180981 | from distutils.version import LooseVersion
import numpy as np
from numpy.testing import assert_allclose, assert_array_equal
import pytest
import scipy.spatial.distance
import tensorflow as tf
from .. import losses
def test_dice():
x = np.zeros(4)
y = np.zeros(4)
out = losses.dice(x, y, axis=None).numpy(... |
181063 | from matplotlib import pyplot as plt
from vis_utils.vis_utils import draw_bounding_box_on_image
from PIL import Image
def vis_datum_mask(dataset):
datum = dataset.random_datum()
fig = plt.figure()
fig.add_subplot(1, 2, 1)
plt.axis('off')
plt.imshow(datum.image)
fig.add_subplot(1, 2, 2)
plt... |
181100 | class A:
def spam(self):
print('A.spam')
class B(A):
def spam(self):
print('B.spam')
super().spam() # Call parent spam()
class C:
def __init__(self):
self.x = 0
class D(C):
def __init__(self):
super().__init__()
self.y = 1
d = D()
print(d.y)
class Bas... |
181143 | import unittest
from checkov.common.models.enums import CheckResult
from checkov.terraform.checks.resource.aws.RedshiftClusterKMSKey import check
import hcl2
class TestRedshiftClusterKMSKey(unittest.TestCase):
def test_failure(self):
hcl_res = hcl2.loads("""
resource "aws_redshift_cluste... |
181144 | import os
class CFFile(object):
def __init__(self, path, size):
self.path = path
self.tell_pos = 0
self.size = size
self.gen_file()
def gen_file(self):
with open(self.path, 'w') as f:
f.seek(self.size - 1)
f.write('\x00')
def write(self, da... |
181183 | from os.path import join, isfile, expanduser
from os import listdir
from simple_NER.settings import RESOURES_DIR
def resolve_resource_file(res_name, lang="en-us"):
"""Convert a resource into an absolute filename.
Resource names are in the form: 'filename.ext'
or 'path/filename.ext'
The system wil lo... |
181218 | import time
import numpy as np
import torch
from torch.autograd import Variable
from torch.nn import Parameter
from torch.utils.data.sampler import SubsetRandomSampler
from data_loader import libsvm_dataset
from thrift_ps.ps_service import ParameterServer
from thrift_ps.client import ps_client
from thrift.transport... |
181220 | import pytest
from butterfree.clients import SparkClient
from butterfree.hooks.schema_compatibility import SparkTableSchemaCompatibilityHook
class TestSparkTableSchemaCompatibilityHook:
@pytest.mark.parametrize(
"table, database, target_table_expression",
[("table", "database", "`database`.`table... |
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