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from methods import load_json, save_json, chunks from collections import Counter from math import ceil # External libs: from tabulate import tabulate from matplotlib import pyplot as plt from matplotlib.lines import Line2D import seaborn as sns sns.set_style("white") sns.set_context('paper', font_scale=7) my_palette ...
90762
from setuptools import setup setup( name="memrepl", version="1.0", url="https://github.com/agustingianni/memrepl", author="<NAME>", author_email="<EMAIL>", description=("Memory inspection REPL interface"), license="MIT", keywords="memory debugger repl reverse engineering", py_module...
90803
from rpython.rlib import jit from rpython.rlib.cache import Cache from rpython.rlib.objectmodel import specialize, import_from_mixin from rsqueakvm.util.version import Version class QuasiConstantCache(Cache): def _build(self, obj): class NewQuasiConst(object): import_from_mixin(QuasiConstantM...
90830
from maneuvers.maneuver import Maneuver from rlutilities.linear_algebra import norm from rlutilities.simulation import Car FIRST_JUMP_DURATION = 0.1 BETWEEN_JUMPS_DELAY = 0.1 SECOND_JUMP_DURATION = 0.05 TIMEOUT = 2.0 class SpeedFlip(Maneuver): def __init__(self, car: Car, right_handed=True, use_boost=...
90843
from __future__ import print_function import numpy as np np.set_printoptions(threshold='nan') import h5py import theano import argparse import itertools import subprocess import logging import time import codecs import os from copy import deepcopy import math import sys from data_generator import VisualWordDataGener...
90869
from copy import deepcopy from typing import List from rdkit import Chem from icolos.core.step_utils.obabel_structconvert import OBabelStructConvert from icolos.utils.enums.compound_enums import ( CompoundContainerEnum, EnumerationContainerEnum, ) from icolos.utils.enums.program_parameters import SchrodingerEx...
90878
from typing import Optional, Dict, Union import falcon from falcon_multipart.middleware import MultipartMiddleware from webtest.http import StopableWSGIServer from py_fake_server.route import Route from py_fake_server.endpoint import Endpoint from py_fake_server.statistic import Statistic class FakeServer(falcon.AP...
90884
import typing from PyQt5.QtChart import QValueAxis, QChart, QBarSeries, QBarSet from ParadoxTrading.Chart.SeriesAbstract import SeriesAbstract class BarSeries(SeriesAbstract): def __init__( self, _name: str, _x_list: typing.Sequence, _y_list: typing.Sequence, _col...
90957
from django.conf import settings # Map of mode -> processor config # { # 'js': { # 'processor': 'damn.processors.ScriptProcessor', # 'aliases': {}, # }, # } PROCESSORS = getattr(settings, "DAMN_PROCESSORS", {}) # File extension -> mode name MODE_MAP = getattr(settings, "DAMN_MODE_M...
90977
def get_user_id(user_or_id): if type(user_or_id) is str or type(user_or_id) is int: return str(user_or_id) elif hasattr(user_or_id, '__getitem__') and 'user_id' in user_or_id: return str(user_or_id['user_id']) elif hasattr(user_or_id, 'user_id'): return str(user_or_id.user_id) re...
90979
import config import models.base from models.task import TaskLock def main(): app = config.App(config) with app.app_context(): for lock in models.base.db.session.query(TaskLock).all(): if lock.step is not None: lock.step.complete('Force release lock') models.bas...
90983
from hypothesis import given, example, note import hypothesis.strategies as st import hypothesis import strategies import warnings import base64 import json import six import blackboxprotobuf warnings.filterwarnings( "ignore", "Call to deprecated create function.*", ) try: import Test_pb2 except: im...
90987
import sys import open3d import numpy as np import time import os from geometric_registration.utils import get_pcd, get_keypts, get_desc, loadlog import cv2 from functools import partial def build_correspondence(source_desc, target_desc): """ Find the mutually closest point pairs in feature space. source ...
91019
import multiprocessing from fastai.dataset import * from fasterai.files import * from pathlib import Path from itertools import repeat from PIL import Image from numpy import ndarray from datetime import datetime def generate_image_preprocess_path(source_path: Path, is_x:bool, uid: str): name = generate_image_prep...
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from discord.ext import commands from .utils import utils import datetime import asyncio import discord import logging log = logging.getLogger(__name__) def check_roles(ctx): if ctx.message.author.id == 1<PASSWORD>: return True return utils.check_roles(ctx, "Mod", "admin_roles") def has_mute_role(ctx...
91075
NUM_VERSION = (0, 1) VERSION = ".".join(str(nv) for nv in NUM_VERSION) __version__ = VERSION try: from .encbup import ( File, Key, Reader, Writer, main, ) except ImportError: # Ignore if dependencies haven't been satisfied yet (when setting up). pass
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import torch from torch import nn class BaseAligner(nn.Module): def __init__(self, add_identity = True, add_bias = True): super(BaseAligner, self).__init__() self.n_parameters = None self.add_bias = add_bias self.add_identity = add_identity if self.add_bias: ...
91080
import sys import os import numpy as np import cv2 from PIL import Image, ImageDraw, ImageFont import acl path = os.path.dirname(os.path.abspath(__file__)) sys.path.append(os.path.join(path, "..")) sys.path.append(os.path.join(path, "../../../../common/")) from acllite_resource import AclLiteResource from acllite_mod...
91085
import json import multiprocessing from multiprocessing import Process import os import random import time import traceback import zmq import zmq.decorators as zmqd from aser.database.kg_connection import ASERKGConnection from aser.server.utils import * from aser.extract.aser_extractor import SeedRuleASERExtractor from...
91139
import zmq import sys import threading import time from random import randint, random def tprint(msg): """like print, but won't get newlines confused with multiple threads""" sys.stdout.write(msg + '\n') sys.stdout.flush() class ServerTask(threading.Thread): """ServerTask""" def __init__(self): ...
91146
import pytest from django.conf import settings from requests import put from grandchallenge.uploads.models import UserUpload from tests.algorithms_tests.factories import AlgorithmImageFactory from tests.factories import UserFactory from tests.verification_tests.factories import VerificationFactory @pytest.mark.djang...
91166
from vms.models import BackupDefine from api.decorators import api_view, request_data, setting_required from api.permissions import IsAdminOrReadOnly from api.utils.db import get_object from api.vm.utils import get_vm, get_vms from api.vm.snapshot.utils import get_disk_id, filter_disk_id from api.vm.backup.utils impor...
91187
import numpy as np import pandas as pd from pathlib import Path from typing import Dict, List, Union from collections import OrderedDict from pathos.multiprocessing import ThreadPool as Pool from tqdm import tqdm from src.utils import remap_label, get_type_instances from .metrics import PQ, AJI, AJI_plus, DICE2, split...
91202
import sys import contextlib @contextlib.contextmanager def stdout_redirect(stringIO): sys.stdout = stringIO try: yield stringIO finally: sys.stdout = sys.__stdout__ stringIO.seek(0)
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from abc import ABC, abstractmethod from typing import AnyStr, List, Dict, Optional, Union from functools import partial class AdvancedFeaturizer(ABC): pass class SimpleFeaturizer(ABC): id = None parameters = [] # def __init__(self, files: Union[str, List[str]], series: Union[str, List[str], None]):...
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import socket import struct from threading import Thread from python_qt_binding.QtCore import QMutex, QMutexLocker, QTimer from qt_gui.plugin import Plugin from pymavlink.mavutil import mavlink_connection from pymavlink.dialects.v10.ardupilotmega \ import MAVLink_global_position_int_message from pymavlink.dialect...
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import string import random def gen_rand_filename(): name = "" for i in range(1, 10): name += random.choice(list(string.ascii_uppercase + string.ascii_lowercase)) return name def get_size(filename): with open(filename, "rb") as file: length = len(file.read()) return length def...
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description = 'Actuators and feedback of the shutter, detector, and valves' group = 'lowlevel' excludes = ['IOcard'] devices = dict( I1_pnCCD_Active = device('nicos.devices.generic.ManualSwitch', description = 'high: Detector is turned on', states = [0, 1], ), I2_Shutter_safe = device('ni...
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from unittest import TestCase from mock import patch, Mock from torch import nn from torchbearer.callbacks.manifold_mixup import ManifoldMixup import torchbearer import torch class TestModule(nn.Module): def __init__(self): super(TestModule, self).__init__() self.conv = nn.Conv1d(1, 1, 1) ...
91282
from wagtail.admin.edit_handlers import FieldPanel from wagtail.contrib.modeladmin.views import CreateView, EditView from .models import InvestmentCategorySettings class CreateInvestmentView(CreateView): def get_form_kwargs(self): kwargs = super(CreateInvestmentView, self).get_form_kwargs() kwarg...
91299
import onmt import numpy as np import argparse import torch import codecs import json import sys import csv parser = argparse.ArgumentParser(description='preprocess.py') ## ## **Preprocess Options** ## parser.add_argument('-config', help="Read options from this file") parser.add_argument('-train_src', required=T...
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import argparse from collections import Counter, OrderedDict from prenlp.tokenizer import * TOKENIZER = {'nltk_moses': NLTKMosesTokenizer(), 'mecab' : Mecab()} class Vocab: """Defines a vocabulary object that will be used to numericalize text. Args: vocab_size (int) : the max...
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import pytest from rest_framework import serializers from .models import Album, Track from drf_jsonschema import to_jsonschema from jsonschema import validate @pytest.mark.django_db def test_string_related_field(): album = Album.objects.create( album_name="Collected Stories", artist="<NAME>") track1 =...
91367
from ..exceptions import RedisError from ..utils import b from ..utils import nativestr def parse_georadius_generic(response, **options): if options['store'] or options['store_dist']: # `store` and `store_diff` cant be combined # with other command arguments. return response if not is...
91390
from datetime import datetime from airflow import DAG from airflow.operators.valohai import ValohaiSubmitExecutionOperator, ValohaiDownloadExecutionOutputsOperator default_args = { 'owner': 'airflow', 'depends_on_past': False, 'start_date': datetime(2018, 1, 1), 'email': ['<EMAIL>'], 'email_on_fai...
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import argparse import torch def load_model(model_path): try: ckpt = torch.load(model_path) except RuntimeError: ckpt = torch.load(model_path, map_location="cpu") if "model" in ckpt.keys(): return ckpt["model"] return ckpt def parse_args(): parser = argparse.ArgumentPar...
91401
import traceback import pymel.core as pm import mgear from mgear.vendor.Qt import QtCore from mgear.core.anim_utils import * # ============================================================================= # constants # ============================================================================= SYNOPTIC_WIDGET_...
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import torch.nn as nn import torch.nn.functional as F class PadLayer(nn.Module): # E.g., (-1, 0) means this layer should crop the first and last rows of the feature map. And (0, -1) crops the first and last columns def __init__(self, pad): super(PadLayer, self).__init__() self.pad = pad ...
91409
import socket from sockets.broadcast_socket import BroadcastSocket import logger log = logger.getLogger(__name__) class BroadcastDiscoverer(BroadcastSocket): def __init__(self, port): super(BroadcastDiscoverer, self).__init__() self.socket.bind(('0.0.0.0', port)) def __del__(self): "...
91416
answer1 = widget_inputs["radio1"] answer2 = widget_inputs["radio2"] answer3 = widget_inputs["radio3"] answer4 = widget_inputs["radio4"] is_correct = False comments = [] def commentizer(new): if new not in comments: comments.append(new) if answer2 == True: is_correct = True else: is_correct = is_c...
91417
import logging from typing import Any, List from absl import flags from injector import Module, inject, singleton from rep0st.framework import app from rep0st.framework.scheduler import Scheduler from rep0st.service.tag_service import TagService, TagServiceModule log = logging.getLogger(__name__) FLAGS = flags.FLAGS...
91435
import sys from hashlib import md5 from management_database import User def hash_password(email, password): return md5("%s:%s" % (email, password)).hexdigest() def main(email, password): try: user = User.get_by_email(email) user.passwd = hash_password(email, password) user.save() e...
91440
from django.conf import settings from django.core.exceptions import ImproperlyConfigured SAASU_ERRORS = { 'no_key': 'Please set your SAASU_WSACCESS_KEY setting.', 'no_uid': 'Please set your SAASU_FILE_UID setting.', 'disabled': 'Disabled in demo mode' } SAASU_WSACCESS_KEY = getattr(settings, 'SAASU_WSACCE...
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import traceback def error_str(func_name, exception): return func_name + " failed with exception: " + str(exception) + "\n" + str(traceback.print_exc()) def print_dict(dictn): for elem in dictn: print(elem, repr(dictn[elem])) def dump_attrs(obj): for attr in dir(obj): print("obj.%s" % ...
91459
from django_messages.api import ReceivedMessageResource, SentMessageResource, TrashMessageResource from friendship.api import FollowerResource, FollowingResource from tastypie.api import Api from plan.api import PlanResource from traveller.api import TravellerResource from notifications.api import AllNotificationResour...
91467
import tkinter as tk from tkinter import ttk from collections import deque class Timer(ttk.Frame): """parent is the frame which contains the timer frame self is the object whose properties are being created and controller is the class whose properties are inherited....tk.Frame properties are also inher...
91556
r""" Utility functions for building Sage """ # **************************************************************************** # Copyright (C) 2017 <NAME> <<EMAIL>> # # This program is free software: you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the F...
91581
from datetime import datetime import pytz def convert_to_utc_date_time(date): """Convert date into utc date time.""" if date is None: return return datetime.combine(date, datetime.min.time(), tzinfo=pytz.UTC)
91590
import pytest import numpy as np from sklearn.datasets import make_blobs from sklearn.datasets import load_diabetes from tests.utils import resample_data from deeprob.spn.structure.node import Sum, Product from deeprob.spn.structure.leaf import Bernoulli, Gaussian from deeprob.spn.learning.wrappers import learn_estim...
91597
from .dosed1 import DOSED1 from .dosed2 import DOSED2 from .dosed3 import DOSED3 __all__ = [ "DOSED1", "DOSED2", "DOSED3", ]
91634
from sklearn.gaussian_process.kernels import Kernel, Hyperparameter from sklearn.gaussian_process.kernels import GenericKernelMixin from sklearn.gaussian_process.kernels import StationaryKernelMixin import numpy as np from sklearn.base import clone class MiniSeqKernel(GenericKernelMixin, StationaryKernelMixin, Kernel...
91685
import json import numpy as np learning_map = { 0 : 0, # "unlabeled" 1 : 0, # "outlier" mapped to "unlabeled" --------------------------mapped 10: 1, # "car" 11: 2, # "bicycle" 13: 5, # "bus" mapped to "other-vehicle" --------------------------mapped 15: 3, # "motorcycle" 16: 5, ...
91688
import MinkowskiEngine as ME import MinkowskiEngine.MinkowskiFunctional as MEF import torch import torch.nn as nn from src.models.common import conv, conv_tr, get_nonlinearity, get_norm class BasicBlockBase(nn.Module): expansion = 1 NORM_TYPE = "BN" def __init__( self, inplanes, p...
91714
from pyradioconfig.calculator_model_framework.interfaces.icalculator import ICalculator from enum import Enum from pycalcmodel.core.variable import ModelVariableFormat, CreateModelVariableEnum class Calc_AoX_Bobcat(ICalculator): ###AoX Calculations### def buildVariables(self, model): var = self._addMo...
91717
from typing import Union, Optional, Dict import torch from falkon import sparse from falkon.kernels.diff_kernel import DiffKernel from falkon.la_helpers.square_norm_fn import square_norm_diff from falkon.options import FalkonOptions from falkon.sparse import SparseTensor SQRT3 = 1.7320508075688772 SQRT5 = 2.23606797...
91755
import factory from user_accounts import models from .organization_factory import FakeOrganizationFactory from .user_factory import UserFactory, user_with_name_and_email_from_org_slug class UserProfileFactory(factory.DjangoModelFactory): name = factory.Sequence(lambda n: 'Fake User {}'.format(n)) user = facto...
91759
from __future__ import absolute_import, division, print_function import cmath import math from six.moves import zip class least_squares: def __init__(self, obs, calc): self.obs = obs self.calc = calc a, b = self.calc.real, self.calc.imag self.abs_calc = math.sqrt(a**2 + b**2) self.delta = self.o...
91777
import os import requests import tarfile import urllib.request import zipfile from tqdm import tqdm def maybe_download_from_url(url, download_dir): """ Download the data from url, unless it's already here. Args: download_dir: string, path to download directory url: url to download from ...
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import sys import unittest from packaging import version from unittest import mock import tensorflow as tf import larq_zoo as lqz from tensorflow.python.eager import context sys.modules["importlib.metadata"] = mock.MagicMock() sys.modules["importlib_metadata"] = mock.MagicMock() sys.modules["larq_compute_engine.mlir....
91824
import CTL.funcs.xplib as xplib def setXP(newXP): ''' Set the *py(e.g. numpy, cupy) library for CTL newXP : object, default numpy The numpy-like library for numeric functions. ''' xplib.xp = newXP
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import numpy as np import random from scipy.misc import imresize from PIL import Image import math # from torchvision import transforms import torch class MultiRescale(object): """MultiScale the input image in a sample by given scales. Args: scales_list (tuple or int): Desired output scale list. ...
91834
from torch import nn from rcnn.modeling import registry from rcnn.core.config import cfg @registry.MASKIOU_OUTPUTS.register("linear_output") class MaskIoU_output(nn.Module): def __init__(self, dim_in): super(MaskIoU_output, self).__init__() num_classes = cfg.MODEL.NUM_CLASSES self.maskio...
91840
import torch from tqdm import tqdm import os import numpy as np train_features=torch.load('train_features.pt') n = len(list(np.load('/facebook/data/images/train_imlist.npy'))) print(n) os.makedirs('/siim/sim_pt_256', exist_ok=True) for i in tqdm(range(n)): a=torch.mm(train_features[i:i+1],train_features.t()) to...
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def kb_ids2known_facts(kb_ids): """ :param kb_ids: a knowledge base of facts that are already mapped to ids :return: a set of all known facts (used later for negative sampling) """ facts = set() for struct in kb_ids: arrays = kb_ids[struct][0] num_facts = len(arrays[0]) ...
91952
from secret_sdk.core import Coins from secret_sdk.client.localsecret import LocalSecret, main_net_chain_id api = LocalSecret(chain_id=main_net_chain_id) fee = api.tx.estimate_fee( gas=250_000 ) print(fee) fee = api.tx.estimate_fee( gas=200_000, gas_prices=Coins.from_data([{"amount": 0.25, "denom": "uscrt"...
92009
from fairing.backend.kubeflow import KubeflowBackend from fairing.utils import get_image_full class BasicArchitecture(): def add_jobs(self, svc, count, repository, image_name, image_tag, volumes, volume_mounts): full_image_name = get_image_full(repository, image_name, image_tag) tfjobs = [] ...
92011
from collections import Counter from collections import defaultdict # [3] https://leetcode.com/problems/longest-substring-without-repeating-characters/ # Given a string, find the length of the longest substring without repeating characters. # # variation with no pattern def lengthOfLongestSubstring(s): # create a...
92018
from mltoolkit.mldp.pipeline import Pipeline from mltoolkit.mldp.steps.readers import CsvReader from mltoolkit.mldp.steps.transformers.nlp import TokenProcessor,\ VocabMapper, Padder from mltoolkit.mldp.steps.transformers.field import FieldSelector from mltoolkit.mldp.utils.helpers.nlp.token_cleaning import twitter...
92020
import unittest from tginviter import generate_invite_link, get_random_token, \ generate_joinchat_link class TestLinksGeneration(unittest.TestCase): @classmethod def setUpClass(cls): cls.bot_name = "test_bot" cls.token = get_random_token() def test_keywords_param_only(self): ...
92026
import json import os import re import subprocess from functools import cached_property import requests import yaml # Changelog types PULL_REQUEST = 'pull_request' COMMIT = 'commit_message' class ChangelogCIBase: """Base Class for Changelog CI""" github_api_url = 'https://api.github.com' def __init__...
92047
from unittest import TestCase from django_jsonform.utils import normalize_schema class TestNormalizeSchemaFunction(TestCase): """Tests for utils.normalize_schema function""" def test_normalized_schema_is_same(self): """Normalized schema must be the same as input schema if there are no python ...
92095
import sys import logging def get_logger(name: str): logger = logging.getLogger(name) logformat = "[%(asctime)s] %(levelname)s:%(name)s: %(message)s" logging.basicConfig(level=logging.INFO, stream=sys.stdout, format=logformat, datefmt="%Y-%m-%d %H:%M:%S") return logger
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from __future__ import absolute_import, division, print_function from iotbx.kriber import strudat from cctbx import geometry_restraints from cctbx import crystal from cctbx.array_family import flex import scitbx.math from scitbx import matrix from libtbx.test_utils import approx_equal, show_diff from libtbx.utils impor...
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import struct import time import yaml import yaml.resolver from collections import OrderedDict import data_types from data_types import TypeID def now_ns(): return int(time.time() * 10 ** 6) class Schema: """ The schema for the data in the atomic multilog. """ def __init__(self, columns): ...
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from cliche import cli @cli def exception_example(): raise ValueError("No panic! This is a known error")
92234
from sqlalchemy import Column, func from clickhouse_sqlalchemy import types, Table from tests.testcase import CompilationTestCase class CountTestCaseBase(CompilationTestCase): table = Table( 't1', CompilationTestCase.metadata(), Column('x', types.Int32, primary_key=True) ) def test_count...
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import json from adsimulator.templates.default_values import DEFAULT_VALUES def print_all_parameters(parameters): print("") print("New Settings:") print(json.dumps(parameters, indent=4, sort_keys=True)) def get_perc_param_value(node, key, parameters): try: if 0 <= parameters[node][key] <= 10...
92248
import numpy as np import matplotlib.pyplot as plt from matplotlib.patches import ConnectionPatch from matplotlib.transforms import Bbox import seaborn as sns import utils from utils import filters, maxima, segment, merge import warnings def pipeline(img, low, high, roi_percentile=85, focal_scope='global', maxima_are...
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import re from functools import reduce from operator import or_ from actstream.models import Follow from django.contrib.contenttypes.models import ContentType from django.db.models import Q from django_filters import CharFilter, ChoiceFilter, FilterSet from machina.apps.forum.models import Forum from machina....
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from django.shortcuts import render, get_object_or_404 from django.conf import settings from django.contrib.auth import get_user_model from django.contrib.auth.views import redirect_to_login from django.contrib.auth.mixins import LoginRequiredMixin, UserPassesTestMixin from django.core.exceptions import ImproperlyConfi...
92290
import json import os import shutil import sys from subprocess import CalledProcessError, check_output import pytest from click.testing import CliRunner from deepcov.cli import File from snapshottest.pytest import PyTestSnapshotTest from tests.util import RESOURCES from deepcov import cli # isort:skip pytest_plugin...
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from __future__ import annotations import sys from argparse import ArgumentParser, Namespace from pathlib import Path import pytermgui as ptg def _process_arguments(argv: list[str] | None = None) -> Namespace: """Processes command line arguments. Note that you don't _have to_ use the bultin argparse module...
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r""" Basic analysis of a MD simulation ================================= In this example, we will analyze a trajectory of a *Gromacs* MD simulation: The trajectory contains simulation data of lysozyme over the course of 1 ns. The data is the result of the famous *Gromacs* '`Lysozyme in Water <http://www.mdtutorials.co...
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from itertools import cycle from unittest.mock import patch from django.utils import timezone as djangotime from model_bakery import baker, seq from tacticalrmm.test import TacticalTestCase from logs.models import PendingAction class TestAuditViews(TacticalTestCase): def setUp(self): self.authenticate()...
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from main import db from sqlalchemy import Column, Integer, DateTime, Text, ForeignKey class Mail(db.Model): __tablename__ = "mail" id = Column(Integer, primary_key=True) # 发送者用户ID from_id = Column(Integer, ForeignKey( "user.id", ondelete="CASCADE"), index=True, nullable=False) # 接收者用户ID ...
92330
import os import warnings from itertools import tee from copy import copy from collections import namedtuple import numpy as np import pybullet as p from pybullet_planning.interfaces.env_manager.pose_transformation import get_distance from pybullet_planning.utils import MAX_DISTANCE, EPS, INF from pybullet_planning.in...
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import numpy as np from torch.utils.data import DataLoader, SequentialSampler HIDDEN_SIZE_BERT = 768 def flat_accuracy(preds, labels): preds = preds.squeeze() my_round = lambda x: 1 if x >= 0.5 else 0 pred_flat = np.fromiter(map(my_round, preds), dtype=np.int).flatten() labels_flat = labels.flatten() ...
92350
import EasyGA import random # Create the Genetic algorithm ga = EasyGA.GA() ga.save_data = False def is_it_5(chromosome): """A very simple case test function - If the chromosomes gene value is a 5 add one to the chromosomes overall fitness value.""" # Overall fitness value fitness = ...
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import tfnn from tfnn.body.layer import Layer class PoolingLayer(object): def __init__(self, pooling='max', strides=(2, 2), ksize=(2, 2), padding='SAME', name=None): self.pooling = pooling self.strides = strides self.ksize = ksize self.padding = padding self.name = name ...
92364
import numpy as np import sys import tensorflow as tf import cv2 import time import sys from .utils import cv2_letterbox_resize, download_from_url import zipfile import os @tf.function def transform_targets_for_output(y_true, grid_y, grid_x, anchor_idxs, classes): # y_true: (N, boxes, (x1, y1, x2, y2, class, best...
92406
import timeit class TimingsEntry(object): """A log of the runtime for an operation. """ def __init__(self, op): self.op = op self.evals = 0 self.total_time = 0 self.lastticstamp = None @property def avg_time(self): if self.evals == 0: return 0 ...
92471
import os import yaml import time import shutil import torch import random import argparse import numpy as np import copy import timeit import statistics import datetime from torch.utils import data from tqdm import tqdm import cv2 from ptsemseg.process_img import generate_noise from ptsemseg.models import get_model f...
92482
import numpy as np from .. import inf from ... import blm from . import learning from .prior import prior class model: def __init__(self, lik, mean, cov, inf='exact'): self.lik = lik self.prior = prior(mean=mean, cov=cov) self.inf = inf self.num_params = self.lik.num_params + self....
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import numpy as np import labels as L import sys import tensorflow.contrib.keras as keras import tensorflow as tf from keras import backend as K K.set_learning_phase(0) from keras.preprocessing.text import Tokenizer from keras.preprocessing.sequence import pad_sequences from keras.utils import to_categorical from...
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from unittest import TestCase import numpy as np from source.analysis.performance.curve_performance import ROCPerformance, PrecisionRecallPerformance class TestROCPerformance(TestCase): def test_properties(self): true_positive_rates = np.array([1, 2]) false_positive_rates = np.array([3, 4]) ...
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from tg_bot.handlers import ( start, registration, info, main_menu, schedule, attestation, suburbans, editor, rate, other_text, inline_handlers )
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from __future__ import print_function import numpy as np import pandas as pd import inspect import os import time from . import Model from . import Utils as U #------------------------------ #FINDING NEAREST NEIGHBOR #------------------------------ def mindistance(x,xma,Nx): distx = 0 mindist = 1000000 * U.P...
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pkgname = "python-sphinxcontrib-serializinghtml" pkgver = "1.1.5" pkgrel = 0 build_style = "python_module" hostmakedepends = ["python-setuptools"] checkdepends = ["python-sphinx"] depends = ["python"] pkgdesc = "Sphinx extension which outputs serialized HTML document" maintainer = "q66 <<EMAIL>>" license = "BSD-2-Claus...
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import enum from typing import Union @enum.unique class PriorityStatus(enum.Enum): HIGHEST = 0 HIGHER = 10 HIGH = 20 NORMAL = 30 LOW = 40 LOWER = 50 LOWEST = 60 class HookBase: """HookBase is the base class of all hook and is registered in EngineBase class. The subclasses of Hook...
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from typing import * import pprint from onmt.utils.report_manager import ReportMgrBase from onmt.utils.statistics import Statistics from seutil import LoggingUtils class CustomReportMgr(ReportMgrBase): logger = LoggingUtils.get_logger(__name__) def __init__(self, report_every, start_time=-1.): su...