id stringlengths 3 8 | content stringlengths 100 981k |
|---|---|
6294 | from visual import *
print("""
Click to place spheres under falling string.
Right button drag or Ctrl-drag to rotate view.
Middle button drag or Alt-drag to zoom in or out.
On a two-button mouse, middle is left + right.
""")
# <NAME>
scene.title = "Drape"
restlength = 0.02
m = 0.010 * restlength
g = ... |
6303 | import argparse
import numpy as np
import os
import sys
import matplotlib
matplotlib.use('agg')
import matplotlib.pyplot as plt
sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
from saliency.visualizer.smiles_visualizer import SmilesVisualizer
def visualize(dir_path):
... |
6308 | import numpy as np
from PySide2.QtCore import QSignalBlocker, Signal
from PySide2.QtWidgets import QGridLayout, QWidget
from hexrd.ui.scientificspinbox import ScientificDoubleSpinBox
DEFAULT_ENABLED_STYLE_SHEET = 'background-color: white'
DEFAULT_DISABLED_STYLE_SHEET = 'background-color: #F0F0F0'
INVALID_MATRIX_STY... |
6309 | from django.conf.urls.defaults import *
urlpatterns = patterns('pytorque.views',
(r'^$', 'central_dispatch_view'),
(r'^browse$', 'central_dispatch_view'),
(r'^monitor$', 'central_dispatch_view'),
(r'^submit$', 'central_dispatch_view'),
(r'^stat$', 'central_dispatch_view'),
(r'^login/$', 'login... |
6315 | def main():
n = 111
gen = (n * 7 for x in range(10))
if 777 in gen:
print("Yes!")
if __name__ == '__main__':
main()
|
6356 | import abc
from typing import Dict, Callable
import tensorflow as tf
from flink_ml_framework.context import Context
from flink_ml_framework.java_file import *
from ..runner import tf_helper, io_helper
from ..runner.output_writer import DirectOutputWriter
try:
from flink_ml_tensorflow.tensorflow_context import TF... |
6388 | import os
import glob
import cv2
import numpy as np
import torch
from torchvision.transforms import transforms
from natsort import natsorted
from models import resmasking_dropout1
from utils.datasets.fer2013dataset import EMOTION_DICT
from barez import show
transform = transforms.Compose(
[
transforms.ToPI... |
6401 | from PyQt5.QtWidgets import *
from matplotlib.backends.backend_qt5agg import FigureCanvas
from matplotlib.figure import Figure
from matplotlib.backends.backend_qt5agg import NavigationToolbar2QT as NavigationToolbar
class PstaticWidget(QWidget):
def __init__(self, parent=None):
QWidget.__init__(self... |
6469 | import abc
class DistortionABC(metaclass=abc.ABCMeta):
maptype = None
@abc.abstractmethod
def apply(self, xy_in):
"""Apply distortion mapping"""
pass
@abc.abstractmethod
def apply_inverse(self, xy_in):
"""Apply inverse distortion mapping"""
pass
|
6476 | import os
from setuptools import setup
# Read the version
g = {}
with open(os.path.join("editorconfig", "version.py"), "rt") as fp:
exec(fp.read(), g)
v = g['VERSION']
version = ".".join(str(x) for x in v[:3])
if v[3] != "final":
version += "-" + v[3]
setup(
name='EditorConfig',
versio... |
6519 | import time
import pykeyboard
# TODO: Replace following two lines with the code that activate the application.
print('Activate the application 3 seconds.')
time.sleep(3)
k = pykeyboard.PyKeyboard()
k.press_key(k.left_key)
time.sleep(1) # Hold down left key for 1 second.
k.release_key(k.left_key)
|
6526 | import os
from nltk.translate.bleu_score import corpus_bleu
from nltk.translate.bleu_score import SmoothingFunction
import json
from tqdm import tqdm, trange
from random import sample
import numpy as np
import pickle
import argparse
import bert_eval_acc
import svm_eval_acc
smooth = SmoothingFunction()
def eval_bleu... |
6542 | from db import db
class RisklayerPrognosis(db.Model):
__tablename__ = 'risklayer_prognosis'
datenbestand = db.Column(db.TIMESTAMP, primary_key=True, nullable=False)
prognosis = db.Column(db.Float, nullable=False)
# class RisklayerPrognosisSchema(SQLAlchemyAutoSchema):
# class Meta:
# strict ... |
6579 | import json
d1 = {}
with open("/home/qinyuan/zs/out/bart-large-with-description-grouped-1e-5-outerbsz4-innerbsz32-adapterdim4-unfreeze-dec29/test_predictions.jsonl") as fin:
for line in fin:
d = json.loads(line)
d1[d["id"]] = d["output"][0]["answer"]
d2 = {}
dq = {}
with open("/home/qinyuan/zs/out... |
6592 | import os
import imp
from setuptools import setup, find_packages
__version__ = imp.load_source(
"hsfs.version", os.path.join("hsfs", "version.py")
).__version__
def read(fname):
return open(os.path.join(os.path.dirname(__file__), fname)).read()
setup(
name="hsfs",
version=__version__,
install_... |
6610 | import torch
from torch import nn
from torch.nn import functional as F
from torchdrug import layers
class ConditionalFlow(nn.Module):
"""
Conditional flow transformation from `Masked Autoregressive Flow for Density Estimation`_.
.. _Masked Autoregressive Flow for Density Estimation:
https://arxi... |
6612 | import numpy as np
from sklearn.utils.multiclass import type_of_target
from mindware.base_estimator import BaseEstimator
from mindware.components.utils.constants import type_dict, MULTILABEL_CLS, IMG_CLS, TEXT_CLS, OBJECT_DET
from mindware.components.feature_engineering.transformation_graph import DataNode
class Clas... |
6624 | import logging as log
class Log:
def __init__(self, level):
self.level = level
log.basicConfig(format='%(asctime)s - %(pathname)s[line:%(lineno)d] - %(levelname)s: %(message)s',
level=level)
self.log = log
def info(self, msg):
self.log.info(msg)
de... |
6650 | from pathlib import Path
import pytest
from oval_graph.arf_xml_parser.arf_xml_parser import ARFXMLParser
def get_arf_report_path(src="global_test_data/ssg-fedora-ds-arf.xml"):
return str(Path(__file__).parent.parent / src)
@pytest.mark.parametrize("rule_id, result", [
(
"xccdf_org.ssgproject.conte... |
6653 | from setuptools import setup, Extension, find_packages
import subprocess
import errno
import re
import os
import shutil
import sys
import zipfile
from urllib.request import urlretrieve
import numpy
from Cython.Build import cythonize
isWindows = os.name == 'nt'
isMac = sys.platform == 'darwin'
is64Bit = sys.maxsize... |
6695 | import unittest
from QuerySciGraph import QuerySciGraph
class QuerySciGraphTestCase(unittest.TestCase):
def test_get_disont_ids_for_mesh_id(self):
disont_ids = QuerySciGraph.get_disont_ids_for_mesh_id('MESH:D005199')
known_ids = {'DOID:13636'}
self.assertSetEqual(disont_ids, known_ids)
... |
6698 | import re
from precise_bbcode.bbcode.tag import BBCodeTag
from precise_bbcode.tag_pool import tag_pool
color_re = re.compile(r'^([a-z]+|#[0-9abcdefABCDEF]{3,6})$')
class SubTag(BBCodeTag):
name = 'sub'
def render(self, value, option=None, parent=None):
return '<sub>%s</sub>' % value
class PreTag... |
6714 | import torch
import sys
import os
sys.path.append(os.getcwd())
from utils.helper_modules import Sequential2
from unimodals.common_models import Linear, MLP, MaxOut_MLP
from datasets.imdb.get_data import get_dataloader
from fusions.common_fusions import Concat
from objective_functions.objectives_for_supervised_learnin... |
6738 | from __future__ import absolute_import
from relaax.server.parameter_server import parameter_server_base
from relaax.server.common import session
from . import ddpg_model
class ParameterServer(parameter_server_base.ParameterServerBase):
def init_session(self):
self.session = session.Session(ddpg_model.Sha... |
6744 | import argparse
import copy
import logging
import sys
from dataclasses import dataclass
from datetime import datetime, timedelta
from slack_sdk import WebClient
from typing import Dict, Optional, List
import pytz
from hunter import config
from hunter.attributes import get_back_links
from hunter.config import ConfigEr... |
6749 | from pyatool import PYAToolkit
# 个性化的函数需要toolkit形参，即使不需要使用
def test_b(toolkit):
return 'i am test_b, running on {}'.format(toolkit.device_id)
# 封装adb命令成为方法
PYAToolkit.bind_cmd(func_name='test_a', command='shell pm list package | grep google')
# 或者绑定个性化的函数
PYAToolkit.bind_func(real_func=test_b)
# 是否需要log
PYAToo... |
6754 | import os
import numpy as np
import torch
import argparse
from hparams import create_hparams
from model import lcm
from train import load_model
from torch.utils.data import DataLoader
from reader import TextMelIDLoader, TextMelIDCollate, id2sp
from inference_utils import plot_data
parser = argparse.ArgumentParser()
p... |
6761 | import email.utils as em
import re
class Main():
def __init__(self):
self.n = int(input())
for i in range(self.n):
self.s = em.parseaddr(input())
if re.match(r'^[a-zA-Z](\w|-|\.|_)+@[a-zA-Z]+\.[a-zA-Z]{0,3}$', self.s[1]):
print(em.format... |
6782 | from selenium import webdriver
from time import sleep
from selenium.webdriver.common.keys import Keys
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.common.by import By
from selenium.webdriver.support.wait import WebDriverWait
def Dm(driver,user,message):
''' This functio... |
6806 | import pybullet as p
#p.connect(p.UDP,"192.168.86.100")
p.connect(p.SHARED_MEMORY)
p.resetSimulation()
objects = [p.loadURDF("plane.urdf", 0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,1.000000)]
objects = [p.loadURDF("samurai.urdf", 0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,1.000000)]
objects = [p... |
6808 | from __future__ import annotations
from typing import Optional, Dict, List, Union, Type, TYPE_CHECKING
from datetime import date, datetime
import pandas as pd
import numpy as np
import re
import locale
try:
locale.setlocale(locale.LC_ALL, "en_US.UTF-8")
except locale.Error:
# Readthedocs has a problem, but dif... |
6817 | import os
# Restrict the script to run on CPU
os.environ ["CUDA_DEVICE_ORDER"] = "PCI_BUS_ID"
os.environ["CUDA_VISIBLE_DEVICES"] = ""
# Import Keras Tensoflow Backend
# from keras import backend as K
import tensorflow as tf
# Configure it to use only specific CPU Cores
config = tf.ConfigProto(intra_op_parallelism_thre... |
6821 | def task_pos_args():
def show_params(param1, pos):
print('param1 is: {0}'.format(param1))
for index, pos_arg in enumerate(pos):
print('positional-{0}: {1}'.format(index, pos_arg))
return {'actions':[(show_params,)],
'params':[{'name':'param1',
'shor... |
6852 | from dataclasses import dataclass, field
from datetime import date, datetime, time, timezone
from pathlib import Path
from typing import Any, Dict, Optional, Union
import ciso8601
import pytest
from mashumaro import DataClassDictMixin
from mashumaro.exceptions import UnserializableField
from mashumaro.types import Se... |
6854 | import ast
import re
import sys
if sys.version_info < (2, 7):
import unittest2 as unittest
else:
import unittest
import astunparse
from tests.common import AstunparseCommonTestCase
class DumpTestCase(AstunparseCommonTestCase, unittest.TestCase):
def assertASTEqual(self, dump1, dump2):
# undo the ... |
6895 | import copy
from django.conf import settings
from django.test.utils import override_settings
from rest_framework import status, test
class PermissionsTest(test.APITransactionTestCase):
"""
Abstract class for permissions tests.
Methods `get_urls_configs`, `get_users_with_permission`,
`get_users_witho... |
6904 | import pytest
from nesta.packages.misc_utils.guess_sql_type import guess_sql_type
@pytest.fixture
def int_data():
return [1,2,4,False]
@pytest.fixture
def text_data():
return ['a', True, 2,
('A very long sentence A very long sentence A '
'very long sentence A very long sentence'), 'd... |
6989 | import asyncio
from collections import defaultdict
from datetime import timedelta
import pytest
from yui.api import SlackAPI
from yui.bot import Bot
from yui.box import Box
from yui.types.slack.response import APIResponse
from yui.utils import json
from .util import FakeImportLib
def test_bot_init(event_loop, monk... |
6995 | from setuptools import setup
setup(
name="ambient_api",
version="1.5.6",
packages=["ambient_api"],
url="https://github.com/avryhof/ambient_api",
license="MIT",
author="<NAME>",
author_email="<EMAIL>",
description="A Python class for accessing the Ambient Weather API.",
classifiers=[... |
6997 | class RegipyException(Exception):
"""
This is the parent exception for all regipy exceptions
"""
pass
class RegipyGeneralException(RegipyException):
"""
General exception
"""
pass
class RegistryValueNotFoundException(RegipyException):
pass
class NoRegistrySubkeysException(Regipy... |
6998 | from collections import deque
class Solution:
"""
@param n: a positive integer
@return: the minimum number of replacements
"""
def integerReplacement(self, n):
# Write your code here
steps = 0
if n == 1:
return steps
queue = deque([n])
while q... |
7043 | import sys
import math
import numpy as np
from datetime import datetime
import torch
import torch.nn as nn
import torch.nn.functional as F
from torch.autograd import Variable
class DecAtt(nn.Module):
def __init__(self, num_units, num_classes, embedding_size, dropout, device=0,
training=True, p... |
7044 | import torch.nn as nn
import math
import torch.utils.model_zoo as model_zoo
import torch.nn.functional as F
import torch
import numpy as np
import cv2
import pdb
def sigmoid(x):
return 1 / (1 + math.exp(-x))
def norm_angle(angle):
norm_angle = sigmoid(10 * (abs(angle) / 0.7853975 - 1))
return norm_angle
... |
7048 | import spacy
from spacy.scorer import PRFScore
import typer
from pathlib import Path
from wasabi import Printer, table
import operator
import benepar
import clausecat_component
import clausecat_model
import clausecat_reader
import clause_segmentation
import clause_aggregation
msg = Printer()
def main(model_path: Pa... |
7069 | import sys
import pprint
import json
import datetime
import uuid
import urllib
import types
import traceback
from django.core.urlresolvers import reverse, resolve
from django.http import HttpResponseRedirect, Http404, HttpResponseServerError, HttpResponseNotFound
from django.conf import settings
from django.contrib.aut... |
7082 | from functools import partial
import tensorflow as tf
_EPSILON = tf.keras.backend.epsilon()
def register_keras_custom_object(cls):
tf.keras.utils.get_custom_objects()[cls.__name__] = cls
return cls
def binary_focal_loss(y_true, y_pred, gamma, *, pos_weight=None, from_logits=False, label_smoothing=None):
... |
7104 | from selenium.common.exceptions import NoSuchElementException
from selenium.webdriver.remote.webelement import WebElement
class Select(WebElement):
"""
Implements logic to work with Web List UI elements
"""
@property
def is_multiple(self):
value = self.get_attribute('multiple')
re... |
7134 | from datetime import datetime
from typing import Optional, Dict, List, Union
from schema import Schema, Or
from src.monitorables.nodes.node import Node
from src.utils.exceptions import InvalidDictSchemaException
class ChainlinkNode(Node):
def __init__(self, node_name: str, node_id: str, parent_id: str) -> None:... |
7139 | from __future__ import absolute_import, print_function, unicode_literals
if __name__ == "__main__":
from .cli import cli
cli.wormhole()
else:
# raise ImportError('this module should not be imported')
pass
|
7148 | import torch
import torch.nn.functional as F
class SelfAttnFunc(torch.autograd.Function):
@staticmethod
def forward(
ctx,
use_time_mask,
is_training,
heads,
scale,
inputs,
input_weights,
output_weights,
input_biases,
output_biases... |
7179 | from __future__ import annotations
from copy import deepcopy
from dataclasses import dataclass, field
from typing import List, Iterator, TypeVar, Union, Any, Generic
import pandas as pd
from pandas.core.indexing import _LocIndexer
from reamber.base.Map import Map
from reamber.base.Property import stack_props
NoteLi... |
7190 | import unittest
from logics.classes.propositional import Inference, Formula
from logics.classes.propositional.proof_theories import NaturalDeductionStep, NaturalDeductionRule
from logics.utils.parsers import classical_parser
from logics.instances.propositional.natural_deduction import classical_natural_deduction_syste... |
7226 | import subprocess, os
ue4_win = r"C:\Program Files\Epic Games\UE_4.16"
ue4_linux = "/home/qiuwch/workspace/UE416"
ue4_mac = '/Users/Shared/Epic Games/UE_4.16'
win_uprojects = [
r'C:\qiuwch\workspace\uprojects\UE4RealisticRendering\RealisticRendering.uproject',
r'C:\qiuwch\workspace\uprojects\UE4ArchinteriorsV... |
7262 | from .system import *
from .colours import *
class InputSystem(System):
def init(self):
self.key = 'input'
def setRequirements(self):
self.requiredComponents = ['input']
def updateEntity(self, entity, scene):
# don't allow input during a cutscene
if scene.cutscene is... |
7272 | def sysrc(value):
"""Call sysrc.
CLI Example:
.. code-block:: bash
salt '*' freebsd_common.sysrc sshd_enable=YES
salt '*' freebsd_common.sysrc static_routes
"""
return __salt__['cmd.run_all']("sysrc %s" % value)
|
7277 | import pytest
from fuzz_lightyear.datastore import _ALL_POST_FUZZ_HOOKS_BY_OPERATION
from fuzz_lightyear.datastore import _ALL_POST_FUZZ_HOOKS_BY_TAG
from fuzz_lightyear.datastore import _RERUN_POST_FUZZ_HOOKS_BY_OPERATION
from fuzz_lightyear.datastore import _RERUN_POST_FUZZ_HOOKS_BY_TAG
from fuzz_lightyear.datastore... |
7298 | import sys
import logging
import unittest
from testfixtures import LogCapture
from twisted.python.failure import Failure
from scrapy.utils.log import (failure_to_exc_info, TopLevelFormatter,
LogCounterHandler, StreamLogger)
from scrapy.utils.test import get_crawler
from scrapy.extensions... |
7305 | from django.conf.urls import url
from . import views
urlpatterns = [
url(r'^$', views.home, name='home'),
url(r'^piechart/', views.demo_piechart, name='demo_piechart'),
url(r'^linechart/', views.demo_linechart, name='demo_linechart'),
url(r'^linechart_without_date/', views.demo_linechart_without_date,... |
7317 | from pydantic import BaseSettings
class Settings(BaseSettings):
deta_project_key: str
settings = Settings()
|
7338 | def us_choropleth(t):
import matplotlib.cm
from matplotlib.patches import Polygon
from matplotlib.collections import PatchCollection
from matplotlib.colors import Normalize
import shapefile
import matplotlib.pyplot as plt
from mpl_toolkits.basemap import Basemap
import numpy as np
im... |
7342 | import os
import argparse
from tqdm import tqdm
import torch
from torch.autograd import Variable
from torch.utils import model_zoo
# http://scikit-learn.org
from sklearn.metrics import accuracy_score
from sklearn.metrics import average_precision_score
from sklearn.svm import LinearSVC
from sklearn.svm import SVC
imp... |
7418 | import threading
from queue import Queue, Empty
from time import sleep
from libAnt.drivers.driver import Driver
from libAnt.message import *
class Network:
def __init__(self, key: bytes = b'\x00' * 8, name: str = None):
self.key = key
self.name = name
self.number = 0
def __str__(self... |
7427 | import os
DEBUG = True
DATABASES = {
'default':
{
'ENGINE': 'django.db.backends.sqlite3',
'NAME': '/tmp/piston.db'
}
}
DATABASE_ENGINE = 'sqlite3'
DATABASE_NAME = '/tmp/piston.db'
INSTALLED_APPS = (
'django.contrib.auth',
'django.contrib.contenttypes',
'django.contrib.sessi... |
7432 | from gym_reinmav.envs.mujoco.mujoco_quad import MujocoQuadEnv
from gym_reinmav.envs.mujoco.mujoco_quad_hovering import MujocoQuadHoveringEnv
from gym_reinmav.envs.mujoco.mujoco_quad_quat import MujocoQuadQuaternionEnv |
7434 | import unittest
import shutil
from rdyn.alg.RDyn_v2 import RDynV2
class RDynTestCase(unittest.TestCase):
def test_rdyn_simplified(self):
print("1")
rdb = RDynV2(size=500, iterations=100)
rdb.execute(simplified=True)
print("2")
rdb = RDynV2(size=500, iterations=100, max_ev... |
7446 | from setuptools import setup
import os
here = os.path.abspath(os.path.dirname(__file__))
README = open(os.path.join(here, 'README.rst')).read()
#NEWS = open(os.path.join(here, 'NEWS.txt')).read()
rootdir = os.path.dirname(os.path.abspath(__file__))
exec(open(rootdir + '/cerridwen/version.py').read())
version = __VERS... |
7465 | import libhustpass.sbDes as sbDes
import libhustpass.captcha as captcha
import requests
import re
import random
def toWideChar(data):
data_bytes = bytes(data, encoding="utf-8")
ret = []
for i in data_bytes:
ret.extend([0, i])
while len(ret) % 8 != 0:
ret.append(0)
return ret
def En... |
7468 | from mung.torch_ext.eval import Loss
from ltprg.model.seq import DataParameter, SequenceModelNoInput, SequenceModelInputToHidden, SequenceModelAttendedInput
from ltprg.model.seq import VariableLengthNLLLoss
# Expects config of the form:
# {
# data_parameter : {
# seq : [SEQUENCE PARAMETER NAME]
# inp... |
7478 | import pbge
from game.content.plotutility import LMSkillsSelfIntro
from game.content import backstory
from pbge.plots import Plot
from pbge.dialogue import Offer, ContextTag
from game.ghdialogue import context
import gears
import game.content.gharchitecture
import game.content.ghterrain
import random
from game import m... |
7497 | from __future__ import absolute_import
from django.core.urlresolvers import reverse
from sentry.models import OrganizationMember, OrganizationMemberTeam, Team
from sentry.testutils import TestCase, PermissionTestCase
class CreateTeamPermissionTest(PermissionTestCase):
def setUp(self):
super(CreateTeamPe... |
7504 | import os
os.makedirs(os.path.abspath(os.path.join(os.path.dirname(__file__), '..', 'build')), exist_ok=True)
from .chamfer_distance import ChamferDistance
|
7638 | import pprint
from typing import Optional, List, Tuple, Set, Dict
import numpy as np
from overrides import overrides
from python.handwritten_baseline.pipeline.data.base import Dataset
from python.handwritten_baseline.pipeline.model.feature_extr import DEBUG_EXTR
from python.handwritten_baseline.pipeline.model.feature... |
7652 | from CyberSource import *
import os
import json
from importlib.machinery import SourceFileLoader
config_file = os.path.join(os.getcwd(), "data", "Configuration.py")
configuration = SourceFileLoader("module.name", config_file).load_module()
# To delete None values in Input Request Json body
def del_none(d):
for ke... |
7669 | from estimagic.inference.ml_covs import cov_cluster_robust
from estimagic.inference.ml_covs import cov_hessian
from estimagic.inference.ml_covs import cov_jacobian
from estimagic.inference.ml_covs import cov_robust
from estimagic.inference.ml_covs import cov_strata_robust
from estimagic.inference.shared import calculat... |
7670 | import six
import chainer
import numpy as np
import chainer.links as L
import chainer.functions as F
import nutszebra_chainer
import functools
from collections import defaultdict
class Conv(nutszebra_chainer.Model):
def __init__(self, in_channel, out_channel, filter_size=(3, 3), stride=(1, 1), pad=(1, 1)):
... |
7685 | from seedwork.application.modules import BusinessModule
from modules.iam.application.services import AuthenticationService
class IdentityAndAccessModule(BusinessModule):
def __init__(self, authentication_service: AuthenticationService):
self.authentication_service = authentication_service
# @staticm... |
7869 | import numpy as np
import hexy as hx
def test_get_hex_line():
expected = [
[-3, 3, 0],
[-2, 2, 0],
[-1, 2, -1],
[0, 2, -2],
[1, 1, -2],
]
start = np.array([-3, 3, 0])
end = np.array([1, 1, -2])
print(hx.get_hex_line(start, end))
... |
7885 | import pybullet as p
import pybullet_data
import gym
from gym import spaces
from gym.utils import seeding
import numpy as np
from math import sqrt
import random
import time
import math
import cv2
import torch
import os
def random_crop(imgs, out):
"""
args:
imgs: shape (B,C,H,W)
... |
7949 | class Solution:
def allPossibleFBT(self, N):
def constr(N):
if N == 1: yield TreeNode(0)
for i in range(1, N, 2):
for l in constr(i):
for r in constr(N - i - 1):
m = TreeNode(0)
m.left = l
... |
8014 | import hashlib
import unittest
from colicoords.cell import Cell, CellList
from colicoords.preprocess import data_to_cells
from test import testcase
from test.test_functions import load_testdata
class DataTest(testcase.ArrayTestCase):
def setUp(self):
self.data = load_testdata('ds1')
def t... |
8028 | from unittest import mock
import pytest
from django.http import HttpRequest
from rest_framework.response import Response
from rest_framework.test import APIClient
from drf_viewset_profiler.middleware import LineProfilerViewSetMiddleware
@pytest.fixture
def api_client():
return APIClient()
@pytest.fixture
def ... |
8041 | from django.contrib.messages.constants import DEFAULT_LEVELS
from user_messages.api import get_messages
def messages(request):
"""
Return a lazy 'messages' context variable as well as
'DEFAULT_MESSAGE_LEVELS'.
"""
return {
"messages": get_messages(request=request),
"DEFAULT_MESSAG... |
8085 | import collections
import nltk
import os
from sklearn import (
datasets, model_selection, feature_extraction, linear_model, naive_bayes,
ensemble
)
def extract_features(corpus):
'''Extract TF-IDF features from corpus'''
sa_stop_words = nltk.corpus.stopwords.words("english")
# words that might in... |
8099 | import glob
import numpy as np
X = np.empty((0, 193))
y = np.empty((0, 10))
groups = np.empty((0, 1))
npz_files = glob.glob('./urban_sound_?.npz')
for fn in npz_files:
print(fn)
data = np.load(fn)
X = np.append(X, data['X'], axis=0)
y = np.append(y, data['y'], axis=0)
groups = np.append(groups, dat... |
8132 | from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from __future__ import unicode_literals
import cv2
import numpy as np
import os
import math
from PIL import Image, ImageDraw, ImageFont
from caffe2.python import workspace
from detectron.core.config import cf... |
8150 | def save_form(form, actor=None):
"""Allows storing a form with a passed actor. Normally, Form.save() does not accept an actor, but if you require
this to be passed (is not handled by middleware), you can use this to replace form.save().
Requires you to use the audit.Model model as the actor is passed to th... |
8173 | from django.db import models
class SiteSettings(models.Model):
site_name = models.CharField(max_length=200 , verbose_name='Site Name')
site_url = models.CharField(max_length=200 , verbose_name='Site URL')
site_address = models.CharField(max_length=300 , verbose_name='Site Address')
site_phone = mode... |
8207 | from __future__ import absolute_import, division, print_function, unicode_literals
import torch.nn.qat as nnqat
import torch.nn.intrinsic
import torch.nn.functional as F
class LinearReLU(nnqat.Linear):
r"""
A LinearReLU module fused from Linear and ReLU modules, attached with
FakeQuantize modules f... |
8219 | import unittest
import astar
class BasicTests(unittest.TestCase):
def test_bestpath(self):
"""ensure that we take the shortest path, and not the path with less elements.
the path with less elements is A -> B with a distance of 100
the shortest path is A -> C -> D -> B with a distanc... |
8251 | import numpy as np
from collections import defaultdict, Counter
import random
import json
from tqdm import tqdm
def transX(dataset):
rel2id = json.load(open(dataset + '/relation2ids'))
ent2id = json.load(open(dataset + '/ent2ids'))
with open('../Fast-TransX/' + dataset + '_base/entity2id.txt', 'w') as... |
8281 | import os
from subprocess import call
from . import glob2
pwd = os.path.dirname(__file__)
def get_files_from_path(path, ext):
# use set to remove duplicate files. weird...but it happens
if os.path.isfile(path): return set([os.path.abspath(path)])
else: # i.e., folder
files = glob2.glob(os.path.a... |
8295 | import argparse
import operator
import os
import re
import shutil
import spacy
import tempfile
from nerds.utils import spans_to_tokens, get_logger
def segment_text_to_sentences(text_file, sentence_splitter):
""" Segment text into sentences. Text is provided by BRAT in .txt
file.
Args:
... |
8297 | import sys
sys.path.insert(0,'..')
from data.whale_data import exchnage_accounts
from data.html_helper import check_if_address_name_exists
from data.whale_eth_tx_data import *
from data.whale_token_tx_data import identify_investor_type_token
holding_account = "holding_account"
deposit_account = 'deposit_account'
withd... |
8316 | from baremetal import *
from math import pi, sin, cos
import sys
from scale import scale
from settings import *
from ssb import ssb_polar
def modulator(clk, audio, audio_stb, settings):
audio_bits = audio.subtype.bits
#AM modulation
am_mag = Unsigned(12).constant(0) + audio + 2048
am_phase = Signe... |
8402 | import _ast
from peon.src.project.file.function_def.function import FunctionLint
class ReflectionAtLineFixture:
empty_node = _ast.Pass
is_instance_at_first_lvl = _ast.FunctionDef(id='isinstance', lineno=1)
type_at_first_lvl = _ast.FunctionDef(id='type', lineno=1)
is_instance_at_second_lvl = _ast.Func... |
8410 | import math
class Schedule():
def __init__(self, total, batch_size):
self._batch_size = batch_size
self._state = ""
self.total = total
self.scheduled = 0
self.finished = 0
@property
def _batch(self):
return math.ceil(self.scheduled / self._batch_size)
... |
8413 | from abc import ABCMeta, abstractmethod
class DataWrapper:
"""Interface for access to datasets."""
__metaclass__ = ABCMeta
@abstractmethod
def next(self):
"""Returns next minibatch for training."""
return NotImplementedError
|
8524 | import setuptools
from hugdatafast.__init__ import __version__
with open("README.md", "r") as fh:
long_description = fh.read()
REQUIRED_PKGS = [
'fastai>=2.0.8',
'fastscore>=1.0.1', # change of store_attr api
'datasets',
]
setuptools.setup(
name="hugdatafast",
version=__version__,
author=... |
8683 | from attrdict import AttrDefault
import asyncio
class StepperMotor:
def __init__(self):
self.keys = ['<KEY> 'common']
self.required_keys = ['a', 'b', 'aa', 'bb']
self._step_instructions = AttrDefault(bool,
{
'1': [[0, 1, 1, 1], [1, 0, 1, 1], [1, 1, 0, 1], [1, 1,... |
8692 | import requests
import ssbio.utils
import os.path as op
# #### PDB stats
# Request flexibility data about one particular PDB.
#
# http://pdbflex.org/php/api/PDBStats.php?pdbID=1a50&chainID=A
#
# pdbID of structure you are interested in
# chainID of chain you are interested in
#
# [{"pdbID":"1a50",
# ... |
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