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11575868
import os import json from graviteeio_cli.lint.rulesets.gio_apim.functions.gioApimDocumentSchema import gio_apim_Document_Schema dir_name = os.path.abspath(".") + "/test" oas_file = "{}/resources/gio_oas/openapi.json".format(dir_name) def read_api_def(file_name): with open("{}/lint/gio_oas/{}".format(dir_name, ...
11575889
import logging from flask_jsonpify import jsonify SERVER_OVERLOADED = 503 NOT_FOUND = 404 TIMEOUT = 504 TOO_MANY_REQUESTS = 429 logger = logging.getLogger(__name__) def no_content(): return "", 204 def error(status, code, message): return jsonify({'error': {'code': code, 'message': message}}), status de...
11575894
from msl.loadlib import Client64 class Client(Client64): def __init__(self, module32): super(Client, self).__init__(module32, timeout=2)
11575899
import re from ztag.annotation import Annotation from ztag.annotation import OperatingSystem from ztag.annotation import Type from ztag.annotation import Manufacturer from ztag import protocols import ztag.test class FtpXerox(Annotation): protocol = protocols.FTP subprotocol = protocols.FTP.BANNER port = ...
11575919
import asyncio import unittest from aiter import map_aiter, push_aiter from .helpers import run, get_n class test_aitertools(unittest.TestCase): def test_asyncmap(self): def make_async_transformation_f(results): async def async_transformation_f(item): results.append(item)...
11575921
def gen_prime(num): res = set() for val in range(1, num + 1): if val > 1: for i in range(2, val): if val % i == 0: break else: res.add(val) print(sorted(list(res))) def gen2(num): res = [] for i in range(2, num + 1...
11575971
from data_importers.ems_importers import BaseDemocracyCountsCsvImporter class Command(BaseDemocracyCountsCsvImporter): council_id = "EAY" addresses_name = "2021-03-02T10:33:59.623219/Democracy Club - Polling Districts.csv" stations_name = "2021-03-02T10:33:59.623219/Democracy Club - Polling Stations.csv" ...
11575993
def extractWorkNwongNet(item): ''' Parser for 'work.nwong.net' ''' vol, chp, frag, postfix = extractVolChapterFragmentPostfix(item['title']) if not (chp or vol) or "preview" in item['title'].lower(): return None tagmap = [ ('Poison-Wielding Fugitive', 'Poison-Wielding Fugitive', ...
11575995
import torch.nn as nn import torch.nn.functional as F import timm import torch from collections import OrderedDict from .backbone import create_custom_backbone # 导入自定义网络 def create_backbone(model_name, num_classes, metric=False): """ 主干网络入口 优先顺序: 自定义>timm model_name: 网络名称 num_classes: 网络输出 ...
11576004
from flask_restly.decorator import resource, get, rate from flask_restly import FlaskRestly from flask import Flask from time import time def test_should_return_429_code_if_too_much_requests(): app = Flask(__name__) FlaskRestly(app) requests_limit = 2 _data = dict() @rate.resolver def view_r...
11576044
import os import pyodbc from decouple import config server = config('server') database = config('database') username = config('username') password = config('password') driver= '{ODBC Driver 17 for SQL Server}' cnxn = pyodbc.connect('DRIVER='+driver+';SERVER='+server+';PORT=1433;DATABASE='+database+';UID='+username+';P...
11576080
class FilterModule(object): def filters(self): return { 'parse_re_response': self.parse_re_response } # end filters # sample response: {"route-engine-information": {"route-engine":[]}} @staticmethod def parse_re_response(device_response): """ ...
11576108
from unittest_reinvent.running_modes.lib_invent_tests.learning_strategy_tests.test_learning_strategy_sdap_strategy \ import TestLearningStrategySdapStrategy from unittest_reinvent.running_modes.lib_invent_tests.learning_strategy_tests.test_learning_strategy_dap_strategy \ import TestLearningStrategyDapStrategy ...
11576135
import datetime import logging import decimal from django.core.management.base import BaseCommand, CommandError from pyExcelerator import parse_xls from market.models import MarketPlace, MarketCategory, MarketSubCategory from django.template.defaultfilters import slugify def clean_subcategory(subcategory): ...
11576141
import pygame from pygame.sprite import Sprite # This class represents the bar at the bottom that the player controls class Player(pygame.sprite.Sprite): # Set speed vector change_x=0 change_y=0 # Constructor function def __init__(self,x,y, filename): # Call the parent's constructor ...
11576173
from gensim.models.keyedvectors import KeyedVectors import psycopg2 from psycopg2.extensions import register_adapter from psycopg2.extras import Json, execute_values import bz2 import numpy as np def adapt_numpy_ndarray(numpy_ndarray): """ Transform NumPy Array to bjson """ return Json(numpy_ndarray....
11576177
def comb(*sequences): ''' combinations of multiple sequences so you don't have to write nested for loops >>> from pprint import pprint as pp >>> pp(comb(['Guido','Larry'], ['knows','loves'], ['Phyton','Purl'])) [['Guido', 'knows', 'Phyton'], ['Guido', 'knows', 'Purl'], ['Guido', '...
11576251
from fastai.basic_train import LearnerCallback import fastai.tabular.data from fastai.torch_core import * from fast_rl.agents.ddpg_models import DDPGModule from fast_rl.core.agent_core import ExperienceReplay, ExplorationStrategy, Experience from fast_rl.core.basic_train import AgentLearner from fast_rl.core.data_bloc...
11576282
import numpy as np import os import matplotlib.pyplot as plt from matplotlib import gridspec import seaborn as sns import colorsys from sis import coeff_determination_metric, find_sub_list, retokenize_annotation ASPECT_TO_COLOR = { 0: 'red', 1: 'blue', 2: 'green' } def rgb_...
11576344
import ubjson data = { "name": "python-ubjson", "versions": ["1", "2"], "group": { "is_a_package": True, "value": 42 } } serialized = ubjson.dumpb(data) print(serialized) with open("/tmp/data.json", "wb") as f: f.write(serialized)
11576352
from pybullet_utils.logger import Logger logger = Logger() logger.configure_output_file("e:/mylog.txt") for i in range (10): logger.log_tabular("Iteration", 1) Logger.print2("hello world") logger.print_tabular() logger.dump_tabular()
11576381
import merge import unittest from cs.CsDatabag import CsDataBag class TestCsDatabag(unittest.TestCase): def setUp(self): merge.DataBag.DPATH = "." def test_init(self): csdatabag = CsDataBag("koffie") self.assertTrue(csdatabag is not None) if __name__ == '__main__': unittest.main...
11576384
import requests url = 'http://photon.bits-goa.ac.in/lms/login/index.php' values = {'username': '31120150591', 'password': <PASSWORD>'} r = requests.post(url, data=values) print (r.content)
11576406
from typing import Optional from sqlalchemy.exc import IntegrityError from db.models import session_creator, Team, Members class TeamService: @staticmethod def edit_team(name, project) -> bool: """Takes a name, and a project description""" # TODO: does this need a try/catch?? session...
11576409
from typing import Optional from botocore.client import BaseClient from typing import Dict from typing import Union from botocore.paginate import Paginator from botocore.waiter import Waiter from typing import List class Client(BaseClient): def associate_certificate(self, Arn: str) -> Dict: pass def ...
11576433
from __future__ import absolute_import, unicode_literals import os from celery import Celery from django.conf import settings os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'django_blog.settings') app = Celery('django_blog') app.config_from_object('django.conf:settings', namespace='CELERY') app.autodiscov...
11576454
from argparse import ArgumentParser parser = ArgumentParser() parser.add_argument("-i","--intxt",nargs="+",required=True) parser.add_argument("-o","--outtxt",required=True) args = parser.parse_args() outf = open(args.outtxt,"w") for f in args.intxt : with open(f) as txt : outf.write(txt.read()+"\n") outf...
11576563
from __future__ import absolute_import, print_function, unicode_literals # NOTE : No fix provided for "Admin actions are no longer collected from base ModelAdmin classes" for now, since it seems no one really relied on this behaviour?
11576572
import asyncio from io import BytesIO from twisted.web.http import CACHED, NOT_MODIFIED, PRECONDITION_FAILED from twisted.web.test.requesthelper import DummyRequest as TwistedDummyRequest class DummyApplication: finished = False fail_to_create = False def create_application_instance(self, protocol, scop...
11576595
import math import torch import encoding import torch.nn as nn import torch.nn.functional as F from modules import RFBlock, ContextEncodeDropInplaceABN from modules import InPlaceABN, InPlaceABNWrapper from modules.misc import InvertedResidual, conv_bn from collections import OrderedDict from functools import partial...
11576596
import sys import networkzero as nw0 try: # Python 2.7 compat input = raw_input except NameError: pass print("Looking for chat hub") hub = nw0.discover("chat-hub") if not hub: print("Unable to find chat hub after 60s") raise SystemExit print("Chat hub found at", hub) def main(name=None): nam...
11576657
import pandas as pd import sys from collections import defaultdict from Representation.rnn import DKTnet import numpy as np class DKT: def __init__(self, input_data, repr_type="rnn", dkt_type="rnn"): self.repr_type = repr_type self.dkt_type = dkt_type data = input_data ...
11576674
from acpc_python_client.data.base_data_object import BaseDataObject from acpc_python_client.data.state import State class MatchState(BaseDataObject): """State of the match as perceived by agent.""" def __init__(self, wrapper, game): super().__init__(wrapper) self._state = State(self._data_hol...
11576680
from typing import Any, Dict, List, Optional from asyncpg.exceptions import UniqueViolationError from fastapi import APIRouter, HTTPException from orm.exceptions import NoMatch from starlette.status import ( HTTP_200_OK, HTTP_201_CREATED, HTTP_400_BAD_REQUEST, HTTP_404_NOT_FOUND, ) from app.models imp...
11576715
from moshmosh.extension import Extension from moshmosh.ast_compat import ast # https://github.com/python/cpython/blob/master/Parser/Python.asdl#L102 opname_map = { "+": 'Add', '-': 'Sub', '*': 'Mult', '/': 'Div', '%': 'Mod', '**': 'Pow', '<<': 'LShift', '>>': 'RShift', '|': 'BitOr',...
11576716
import sys from psutil import virtual_memory mem = virtual_memory() mem.total # total physical virtual_memory GB = float(1024**3) # float need if we run with python 2 if mem.total / GB < 3.8: print("Warning: building native modules may fail due to not enough physical memory.") print("You have {:.1f} GB av...
11576725
import os import sys try: nbconvert = sys.argv[1] notebook = sys.argv[2] except: print "usage: python convert_notebook.py /path/to/nbconvert.py /path/to/notebook_file.ipynb" sys.exit(-1) # convert notebook os.system('%s -f blogger-html %s' % (nbconvert, notebook)) # get out filenames outfile_root =...
11576768
import cv2 import numpy as np import math import argparse ap = argparse.ArgumentParser() ap.add_argument("-v", "--video", required=True, help="path to input video") ap.add_argument("-d", "--dir", required=True, help="path to output frames") ap.add_argument("-n", "--name", required=True, help="nameing convention") ap.a...
11576790
import transformers from packaging import version from kobert_transformers import get_tokenizer tokenizer = get_tokenizer() def test_transformers_version(): assert version.parse("3.0") <= version.parse(transformers.__version__) < version.parse("5.0") def test_tokenization(): sample_text = "[CLS] 한국어 모델을 공...
11576802
import torch import typing #NOTE: code from https://github.com/vchoutas/smplify-x __all__ = ["InitTranslation"] class InitTranslation(torch.nn.Module): def __init__(self, torso_edge_indices: typing.Sequence[typing.Tuple[int, int]]=[(5, 12), (2, 9)], focal_length: float=5000.0, ): ...
11576841
from overrides import overrides from collections import Counter from allennlp.training.metrics.metric import Metric from dygie.training.f1 import compute_f1 def _invert_arguments(arguments, triggers): """ For scoring the argument, we don't need the trigger spans to match exactly. We just need the trigge...
11576861
class Dynamic(object): kws = {'passing': ['arg=None'], 'failing': ['message'], 'logging': ['message', 'level=INFO'], 'returning': None, 'kwargs': ['expected', '**kws']} def get_keyword_names(self): return list(self.kws) def run_keyword(self, name, args, ...
11576869
import os.path from flask import Flask, redirect, request, url_for from flask.ext.sqlalchemy import SQLAlchemy from flask.ext.storage import get_default_storage_class from flask.ext.uploads import delete, init, save, Upload app = Flask(__name__) app.config['SQLALCHEMY_DATABASE_URI'] = 'sqlite:////tmp/test.db' app.conf...
11576892
from PyPDF2 import PdfFileReader, PdfFileWriter import pathlib from pathlib import Path from reportlab.pdfgen import canvas import io import os import csv import numpy as np def getPDF(lngths, perimeters, CSA, APW, MLW): """ creates a PDF file containing information about the limb in correct locations on t...
11576977
import os import hashlib import csv import json from bs4 import BeautifulSoup from constants import * import shsJsonApi import shsHtmlApi def writeLine(file, *messages): n = "\n" file.write(n.join(messages) + n) def hashString(toBeHashed): return hashlib.md5(bytes(toBeHashed, "utf-8")).hexdigest() stringNone...
11577031
from bitmovin_api_sdk.encoding.configurations.audio.vorbis.customdata.customdata_api import CustomdataApi
11577032
import numpy as np import pytransform3d.rotations as pr from ._base import DMPBase from ._forcing_term import ForcingTerm from ._canonical_system import canonical_system_alpha from ._dmp import (dmp_open_loop, dmp_imitate, ridge_regression, DMP_STEP_FUNCTIONS, DEFAULT_DMP_STEP_FUNCTION) def dmp_ste...
11577089
import os import pytest from oanda_bot import Bot import time @pytest.fixture(scope="module", autouse=True) def scope_module(): class MyBot(Bot): def strategy(self): rsi = self.rsi(period=10) ema = self.ema(period=20) self.buy_entry = (rsi < 30) & (self.df.C < ema) ...
11577149
import base64 import os import time import logging from datetime import datetime import unittest from tonclient.client import TonClient from tonclient.errors import TonException from tonclient.test.helpers import async_core_client, sync_core_client, \ SAMPLES_DIR, send_grams, GIVER_ADDRESS, tonos_punch from toncl...
11577151
import geopandas as gdp import cartoframes import pandas as pd APIKEY = "<KEY>" cc = cartoframes.CartoContext(base_url='https://lokiintelligent.carto.com/', api_key=APIKEY) from shapely.geometry import Point from shapely.wkb import loads arenas_df = cc.read('arenas_nba') shp = r"C:\Data\US_States\US_States.sh...
11577161
import setuptools INSTALL_REQUIREMENTS = ["termcolor", "opencv-python"] setuptools.setup( name="cpu", url="https://github.com/serend1p1ty/core-pytorch-utils.git", description="Core APIs for deep learning.", version="1.0.0", author="serend1p1ty", author_email="<EMAIL>", packages=setuptools....
11577201
import sys import time import logging from watchdog.observers import Observer from watchdog.events import LoggingEventHandler, FileSystemEventHandler from blinker import signal class WatchEventHandler(FileSystemEventHandler): def on_any_event(self, event): if not event.is_directory: sig = sign...
11577219
import logging from logging.handlers import SysLogHandler import os.path import sys import traceback import platform import os DEBUG = logging.DEBUG INFO = logging.INFO WARNING = logging.WARNING ERROR = logging.ERROR CRITICAL = logging.CRITICAL _pid = os.getpid() syslog_socket_paths = { 'Darwin': '/var/run/syslo...
11577223
import pytest def test_get_int(): from util import get_int assert 567 == get_int("BFFFBBFRRR") assert 119 == get_int("FFFBBBFRRR") assert 820 == get_int("BBFFBBFRLL")
11577231
from __future__ import annotations import time import typing from typing_extensions import TypedDict if typing.TYPE_CHECKING: import asyncio from ctc import binary from ctc import rpc from ctc import spec async def async_get_block( block: spec.BlockReference, include_full_transactions: bool = False, ...
11577239
import copy import os import numpy as np from ppqm import chembridge, constants, linesio, shell from ppqm.calculator import BaseCalculator MNDO_CMD = "mndo" MNDO_ATOMLINE = "{atom:2s} {x} {opt_flag} {y} {opt_flag} {z} {opt_flag}" class MndoCalculator(BaseCalculator): def __init__(self, cmd=MNDO_CMD, scr=consta...
11577250
from .command import Command class Placeholder(Command): """ An command that holds an overwritable reference to another command. It is used for most UI navigation, in order to rebind navigation keys to other values. """ def __init__(self, parent, hook): Command.__init__(self, parent,...
11577286
from __future__ import print_function import sys import os import unittest import logging from itertools import product os.environ['ENABLE_CNNL_TRYCATCH'] = 'OFF' # pylint: disable=C0413 import torch cur_dir = os.path.dirname(os.path.abspath(__file__)) sys.path.append(cur_dir + "/../../") from common_utils import te...
11577336
import os import numpy as np from Bio.Alphabet import IUPAC, Gapped from BConverters.Converters import convert_alignment, convert_tree from RouToolPa.Parsers.R import get_indices_from_names def generate_partition_finder_control_file(alignment_file_name, genes_file, ...
11577361
import editor from markdown2 import markdown import ui TEMPLATE = ''' <!doctype html> <html> <head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width"> <title>Preview</title> <style type="text/css"> body { font-family: helvetica; font-size: 15px; margin: 10px; } </style> ...
11577364
import io from drawille import Canvas from PIL import Image from matplotlib._pylab_helpers import Gcf from matplotlib.backend_bases import ( _Backend, FigureCanvasBase, FigureManagerBase, RendererBase) from matplotlib.backends.backend_agg import RendererAgg, FigureCanvasAgg class RendererDrawille(RendererAgg): ...
11577421
from ecdsa.curves import SECP256k1 import threshold_library as threshold from unittest import TestCase class ThresholdTestCase(TestCase): def setUp(self): self.message = 55555 self.t = 10 self.n = 25 def test_encryption_decryption(self): """ Tests that a message can be encypte...
11577425
from unittest import TestCase import six from sdb import telnet class TestTelnet(TestCase): def setUp(self): self.stdin = six.StringIO() self.stdout = six.StringIO() class t(telnet): sent = six.StringIO() def _send(self, line): self.sent.write(l...
11577444
from django.contrib import admin from django_use_email_as_username.admin import BaseUserAdmin from .models import User admin.site.register(User, BaseUserAdmin)
11577477
import os import unittest import torch from meddlr.config.config import get_cfg from meddlr.engine.defaults import init_reproducible_mode from meddlr.utils import env class TestDefaultSetup(unittest.TestCase): """Test that default setup and initialization works as expected.""" _env = None @classmethod...
11577494
import numpy as np import chainer import chainer.links as L import argparse import time def main(): parser = argparse.ArgumentParser( description='generate 2d proessing operator output') parser.add_argument('--with-ideep', action='store_true', help='enable ideep') parser.add_argument('--input', ty...
11577523
from eval.cap_eval_utils import calc_pr_ovr_noref import numpy as np def compute_map(all_logits, all_labels): num_classes = all_logits.shape[1] APs = [] for cid in range(num_classes): this_logits = all_logits[:, cid] this_labels = (all_labels == cid).astype('float32') if np.sum(this_labels) == 0: ...
11577527
import pandas as pd import numpy as np from scipy import sparse import matplotlib.pylab as plt import scipy as sp resume_text = pd.read_csv("data/cleaned_resume.csv", index_col=0) job_text = pd.read_csv("~/data/full_requisition_data_tokenized.csv").fillna('') resume_text['Last Recruiting Stage'].value_counts...
11577536
import os import pickle from types import SimpleNamespace import numpy.testing as npt import pandas as pd from pandas._testing import assert_frame_equal # from fluxpart import flux_partition from fluxpart import fvs_partition, fpread TESTDIR = os.path.dirname(os.path.realpath(__file__)) def test_flux_partition(): ...
11577548
import os import sys import argparse import struct import tensorflow as tf from tensorflow.core.example import example_pb2 END_TOKENS = frozenset(['.', '!', '?', '...', "'", "`", '"', ")"]) # acceptable ways to end a sentence def fix_missing_period(line): """Adds a period to a line that is missing a period""" if...
11577556
import tensorflow as tf from ..settings import ztypes def generate_1d_grid(data, num_grid_points, absolute_boundary=0.0, relative_boundary=0.05): minimum = tf.math.reduce_min(data) maximum = tf.math.reduce_max(data) space_width = maximum - minimum outside_borders = tf.maximum(relative_boundary * spac...
11577566
from pypy.rpython.lltypesystem.rffi import CConstant, CExternVariable, INT from pypy.rpython.lltypesystem import lltype, ll2ctypes from pypy.translator.tool.cbuild import ExternalCompilationInfo from pypy.rlib.rarithmetic import intmask class CConstantErrno(CConstant): # these accessors are used when calling get_e...
11577609
from tests import TestCase class TestWifidog(TestCase): def test_login_without_gw_id(self): response = self.client.get('/wifidog/login/') self.assertEqual(404, response.status_code) def test_login_with_invalid_gw_id(self): response = self.client.get('/wifidog/login/?gw_id=foobar') ...
11577614
import re import json import socket import requests import threading from decorators import validate_payload, parse_results from sseclient import SSEClient class FirebaseEvents(object): CHILD_CHANGED = 0 CHILD_ADDED = 2 CHILD_DELETED = 1 @staticmethod def id(event_name): ev = None ...
11577615
import discord import textgenrnn import kaizen85modules class Module(kaizen85modules.ModuleHandler.Module): name = "KaizenAI" desc = "Пожилой киберсыч нового поколения!" async def run(self, bot: kaizen85modules.KaizenBot): class AICommand(kaizen85modules.ModuleHandler.Command): title...
11577637
from qcircuits.state import qubit, zeros, ones, bitstring from qcircuits.state import positive_superposition, bell_state from qcircuits.state import State from qcircuits.operators import Identity, PauliX, PauliY, PauliZ from qcircuits.operators import Hadamard, Phase, PiBy8, SqrtNot from qcircuits.operators import Rota...
11577642
from setuptools import setup def readme(): with open("README.md") as f: return f.read() setup( name="pyzorsocket", version="0.1", license="MIT", author="<NAME>", author_email="<EMAIL>", url = "https://github.com/cgt/rspamd-plugins/tree/master/pyzor/pyzorsocket", description="...
11577650
from django.conf import settings from django.urls import path from . import views app_name = "beanstalk_worker" urlpatterns = [path("task/", views.task, name="task"), path("cron/", views.cron, name="cron")] if settings.DEBUG: urlpatterns.append(path("run_all/", views.run_all, name="run_all"))
11577673
import unittest from os.path import join from praatio import audio from praatio.utilities import utils from test.praatio_test_case import PraatioTestCase class AudioTests(PraatioTestCase): def test_get_audio_duration(self): """Tests that the two audio duration methods output the same value.""" w...
11577693
import requests from allauth.socialaccount.adapter import get_adapter from allauth.socialaccount.models import SocialAccount, SocialLogin from allauth.socialaccount.providers.oauth2.views import OAuth2Adapter, OAuth2LoginView, OAuth2CallbackView from django.conf import settings from .provider import ChaHubProvider BA...
11577704
import asyncio from datetime import datetime from decimal import Decimal import logging import os from hexbytes import HexBytes import pytz from tenacity import retry, stop_after_attempt, wait_fixed, wait_random from web3 import Web3 from web3.exceptions import BlockNotFound import beneath LATEST_COUNT = 24 STABLE_A...
11577716
import datetime import pytz import flask import flask.json from flaskext.csrf import csrf_exempt import sqlalchemy import common.time from common import utils from common.config import config from www import server from www import login MILESTONES = [ ("Multi-Gift Subscriptions", config["timezone"].localize(datetim...
11577756
import os import re import logging from django.core.management.base import BaseCommand from django.core import exceptions from search.read_csv_data_from_file import read_csv_data_from_file from search.models import TaskServiceSimilarityScore from human_services.services.models import Service LOGGER = logging.getLogger...
11577757
ALERT_RESP = { "primary_id": 3232, "alert_type": { "id": 1793, "created_at": "2019-05-25T19:40:09.132456Z", "updated_at": "2019-08-12T18:40:12.132456Z", "type_id": "8916-1b5d68c0519f", "category": "Host", "detail_fields": [ "username" ], ...
11577759
from .instance.config import * import requests import json import time import redis def get_whats_new(country): if country in supported_countries: url = netflix_url querystring = {"q": "get:new7:{}".format( country), "p": "1", "t": "ns", "st": "adv"} headers = netflix_headers ...
11577775
from itertools import islice, permutations import re def circular_window(seq, n=2): it = iter(seq + seq[:n - 1]) result = tuple(islice(it, n)) yield result for elem in it: result = result[1:] + (elem,) yield result def calculate_happiness_change(graph, order): return sum(graph[m]...
11577781
import logging from typing import Any, List, Union from sacrerouge.data import EvalInstance from sacrerouge.data.dataset_readers import DatasetReader from sacrerouge.data.fields import DocumentsField, Fields, SummaryField from sacrerouge.io import JsonlReader logger = logging.getLogger(__name__) def flatten_documen...
11577891
plt.scatter(range(1,11),np.cumsum(pca_10_transformer.explained_variance_ratio_)) plt.xlabel("PCA Dimension") plt.ylabel("Total Variance Captured") plt.title("Variance Explained by PCA");
11577948
from collections import OrderedDict import theano from numpy.testing import assert_allclose from theano import tensor from blocks.algorithms import BasicMomentum from blocks_extras.algorithms import BasicNesterovMomentum, NesterovMomentum from blocks.utils import shared_floatx def test_basic_nesterov_momentum(): ...
11577964
import re from typing import Tuple, List import dynet_config dynet_config.set(autobatch=1, mem="2048") from itertools import chain import dynet as dy import numpy as np from data.reader import DataReader from eval.bleu.eval import BLEU from planner.planner import Planner from scorer.scorer import get_relations fr...
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import os from uuid import uuid4 import itertools from contextlib import contextmanager from .code_element import CodeElement from .fixture import Fixture from .generator_fixture import GeneratorFixture from .nonmethod_test import NonMethodTest from .test_class import Class from .test_container import SuiteWriterTestC...
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import logging import queue from collections import defaultdict from concurrent.futures import ThreadPoolExecutor from typing import Dict import time from analysis.tools.aws_ec2_instance import EC2Instance from analysis.tools.experiment import Experiment from analysis.tools.stats import Stats from analysis.tools.test...
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from anago.tagger import Tagger from anago.trainer import Trainer from anago.wrapper import Sequence
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from tests.policies.commenting import CommentingPolicy class Comment: __policy_class__ = CommentingPolicy def __init__(self, id): self.id = id
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import pytest from ldap_filter import Filter class TestFilterAttributes: def test_present(self): filt = Filter.attribute('attr').present() string = filt.to_string() assert string == '(attr=*)' def test_equal_to(self): filt = Filter.attribute('attr').equal_to('value') s...
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from __future__ import unicode_literals from django.utils.translation import ugettext_lazy as _ from navigation import Link link_api = Link( icon='fa fa-plug', tags='new_window', text=_('REST API'), view='rest_api:api_root' ) link_api_documentation = Link( icon='fa fa-book', tags='new_window', text=_('AP...
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from __future__ import annotations from django_rq import job from jcasts.podcasts.models import Podcast, Recommendation from jcasts.shared.typedefs import User from jcasts.users.emails import send_user_notification_email @job("mail") def send_recommendations_email(user: User) -> None: """Sends email with 2 or 3...
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import copy import math import torch import torch.nn as nn import torch.nn.functional as F import entmax """ Currently it contains three encoder layer: EncoderLayer, RATEncoderLayer, EncoderLayerWithLatentRelations """ # Adapted from # https://github.com/tensorflow/tensor2tensor/blob/0b156ac533ab53f65f44966381f6e14...
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import transform as tr import numpy as np import matplotlib.pyplot as plt def main(): n = 64 arguments = np.arange(0, n) * np.pi / 6 function_values = list(map(lambda x: np.sin(x) + np.cos(4 * x), arguments)) dwt_result = tr.dwt(function_values, 1) dwht_result = tr.dwht(function_values, 1) fw...
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import math import torch from torch import nn from torch.nn import init class InvertibleNetwork(nn.Module): """Invertible neural network. Implements differentiable inverse for use in flows.""" def __init__(self, latent_size, negative_slope): super().__init__() self.f = nn.LeakyReLU(negative_slope=negative...