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""" functions for calculating theoretical noise levels of LOFAR equipment. For more information about the math used here read the `sensitivity of the LOFAR array page <http://www.astron.nl/radio-observatory/astronomers/lofar-imaging-capabilities-sensitivity/sensitivity-lofar-array/sensiti>`_. To check the values calc...
"""Example of using a custom model with batch norm.""" import argparse import ray from ray import tune from ray.rllib.models import ModelCatalog from ray.rllib.models.modelv2 import ModelV2 from ray.rllib.models.tf.misc import normc_initializer from ray.rllib.models.tf.tf_modelv2 import TFModelV2 from ray.rllib.utils...
"""Module provider for Aliyun""" import base64 import datetime import hmac import logging import random import sys import time from hashlib import sha1 import requests from six.moves import urllib from lexicon.exceptions import AuthenticationError from lexicon.providers.base import Provider as BaseProvider LOGGER = ...
# -*- coding: utf-8 -*- """ Created on Wed May 1 20:54:50 2019 Analyzed effect of FFT, NOMP (NOMP better, see May19 slides or workflowy) @author: gupta """ import GAutils.master_simulator3 as ms3 import GAutils.config as cfg import numpy as np from datetime import date, datetime def set_it(itrx, xval, idxa, val): ...
""" # Govee domoticz Python Plugin This plugin allows reading Govee BLE temperature / humidity sensors ## Installation ```bash cd ~ git clone https://github.com/gaelj/sensor.goveetemp_bt_hci.git domoticz/plugins/Govee chmod +x domoticz/plugins/Govee/plugin.py sudo systemctl restart domoticz.service ``` ...
from pathlib import Path import abc import inspect import time import tensorflow as tf from synethesia.framework.model_skeleton import Model class SessionHandler(object): def __init__(self, model, model_name, checkpoint_dir="./checkpoints", logdir="./logs", max_saves_to_keep=5): if not isinstance(model...
import nnpy import ptf import ptf.platforms.nn as nn import ptf.ptfutils as ptfutils import ptf.packet as scapy import ptf.mask as mask from ptf.base_tests import BaseTest from ptf.dataplane import DataPlane, DataPlanePortNN from tests.common.utilities import wait_until class PtfAdapterNNConnectionError(Exception): ...
#!/usr/bin/env python3 # Copyright 2021 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or...
#!/usr/bin/env python # # Copyright 2007 Google Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law o...
import logging import time import pytest import zenko_e2e.conf as conf from kubernetes import client, config from kubernetes.client.rest import ApiException from ..fixtures import * from .. import util _log = logging.getLogger('cosmos') # pylint: disable=invalid-name MD5_HASHES = { "file1": "b781c1f5179214f6d7f3...
############################################################################## # Copyright 2019 IBM Corp. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LI...
#!/usr/bin/env python from functools import reduce from google.cloud.monitoring_v3 import MetricServiceClient from google.cloud.monitoring_v3.types import LabelDescriptor, MetricDescriptor, TimeSeries from os import environ import psutil as ps import requests from signal import signal, SIGTERM from sys import stderr f...
# coding:utf-8 ''' python 3.5 mxnet 1.3.0 gluoncv 0.3.0 visdom 0.1.7 gluonbook 0.6.9 auther: helloholmes ''' import mxnet as mx import numpy as np import os import time import pickle import logging import models import dataloader from mxnet import gluon from mxnet import init from mxnet import nd from mxnet import auto...
""" :mod:`Imath` --- Support types for OpenEXR library ================================================== """ class chromaticity: """Store chromaticity coordinates in *x* and *y*.""" def __init__(self, x, y): self.x = x self.y = y def __repr__(self): return repr((self.x, self.y)) c...
import discord import json, requests from datetime import datetime client = discord.Client() #url = "https://sandbox.iexapis.com/stable" #dev url = "https://cloud-sse.iexapis.com/stable" # prod url_iea = "https://api.eia.gov/" # U.S. Energy Information Administration #Where we store the API keys class globalVars: ...
import os import unittest import xmlrpclib import StringIO #from djangopypi.views import parse_distutils_request, simple from djangopypi.models import Package, Classifier, Release, PackageInfoField, Distribution from django.test.client import Client from django.core.urlresolvers import reverse from django.contrib.auth....
import json import math from google.appengine.api import search """ Limitations: 1. Providers can only enter a single territory whose set of points does not result in a radius larger than 250 m. So providers need to enter their territories in a piecemeal fashion. 2. When searching for a latitude and lon...
# Copyright (c) 2020 Sony Corporation. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicabl...
# # Implements a wrapper around the Weld API. # import copy import platform from ctypes import * import pkg_resources system = platform.system() if system == 'Linux': lib_file = "../weld-latest/target/release/libweld.so" elif system == 'Windows': lib_file = "libweld.dll" elif system == 'Darwin': lib_file...
#!/usr/bin/env python """ class for handling configuration data files Reads a .conf file and obtains its metadata """ # Copyright (C) 2003, 2004 <NAME> # Copyright (C) 2003, 2004 <NAME> # # SPDX-License-Identifier: GPL-2.0-only # import errno import re import os import bb.utils from bb.parse import ParseErr...
# Copyright (c) Facebook, Inc. and its affiliates. # # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. # flake8: noqa from builtins import _test_sink, _test_source from typing import Awaitable, Callable, TypeVar from pyre_extensions import Par...
#!/usr/bin/env python """Command line interface for extending feed effective dates.""" import argparse import csv from datetime import datetime, timedelta import logging import os import shutil import sys import zipfile DOWNLOAD_DIRECTORY = 'gtfs' # extend feed effective date range this far into the past and future EF...
# Copyright 2022 The BladeDISC Authors. All rights reserved. # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # http://www.apache.org/licenses/LICENSE-2.0 # Unless required by applicable law or ...
# pylint: disable=g-bad-file-header # Copyright 2019 DeepMind Technologies Limited. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/...
import cv2 from contextlib import ExitStack from extraction import loadVideo, dateToFrame,frameToDate, loadMaskCache, HealthExtractor, NicknameExtractor, KillfeedExtractor, UltimateExtractor, TeamnameExtractor import concurrent.futures import multiprocessing from math import floor def runExtractor(extractor, lock):...
# -*- coding: utf-8 -*- """ WebPV ~~~~~ An EPICS PV client application written with Flask and sqlite3. :copyright: © 2010 by the Pallets team. :copyright: © 2018 by the <NAME>. :license: BSD, see LICENSE for more details. """ import os from multiprocessing import Process import datetime impor...
# Copyright (C) 2019-2021, <NAME>. # This program is licensed under the Apache License version 2. # See LICENSE or go to <https://www.apache.org/licenses/LICENSE-2.0.txt> for full license details. # Configuration file for the Sphinx documentation builder. # # This file only contains a selection of the most common opt...
import sys sys.path.append("../bayes_opt") sys.path.append("..") # Bayesian optimization using classical and lazy_gpr gaussian process from lazy_gaussian_process.bayesian_optimization import BayesianOptimization import numpy as np # import network_training import pickle import math import time import pandas as pd imp...
import os, sys from pypy.annotation import model as annmodel from pypy.rpython.controllerentry import Controller from pypy.rpython.extfunc import register_external from pypy.rpython.lltypesystem import rffi, lltype from pypy.rlib import rposix # ____________________________________________________________ # # Annotati...
import albumentations as A from torch.utils.data import Dataset import cv2 import numpy as np import pandas as pd from sklearn.model_selection import StratifiedKFold from .commons import config, target_cols def get_train_data(): train = pd.read_csv('/workspace/train.csv') train_annotated = pd.read_csv('/wo...
import logging import os from anykeystore import create_store_from_settings from pyramid.config import Configurator from pyramid.exceptions import ConfigurationError from pyramid.response import Response from velruse.app.utils import generate_token from velruse.app.utils import redirect_form log = logging.getLogge...
from typing import Optional import numpy as np from scipy import stats from scipy.spatial.distance import pdist, squareform from sklearn.base import BaseEstimator, TransformerMixin from sklearn.exceptions import NotFittedError from sklearn.metrics.pairwise import rbf_kernel from sklearn.utils import check_array, check...
# -*- coding: utf-8 -*- from six.moves.urllib.parse import urlsplit from lxml import html from lxml.html import clean # XXX move to iktomi.cms? class Cleaner(clean.Cleaner): safe_attrs_only = True remove_unknown_tags = None drop_empty_tags = frozenset() dom_callbacks = [] allow_external_src = Fals...
""" Scoring server for python model format. The passed int model is expected to have function: predict(pandas.Dataframe) -> pandas.DataFrame Input, expected intext/csv or application/json format, is parsed into pandas.DataFrame and passed to the model. Defines two endpoints: /ping used for health check /in...
#!/usr/bin/env python # -*- coding:utf-8 -*- """================================================================= @Project : Algorithm_YuweiYin/LeetCode-All-Solution/Python3 @File : LC-0733-Flood-Fill.py @Author : [YuweiYin](https://github.com/YuweiYin) @Date : 2022-01-07 ========================================...
import numpy as np import cv2, re, os, keras, warnings, time from keras.models import Model import keras.layers as L from keras.optimizers import RMSprop from keras import models from keras import optimizers from keras.applications import VGG16 from mylib.Mailer import Mailer from mylib import Config warnings.filterwar...
"""WsRpc for Shelly.""" from __future__ import annotations import asyncio import logging import pprint from asyncio import tasks from dataclasses import dataclass from typing import Any, Callable, cast import aiohttp import async_timeout from aiohttp import ClientWebSocketResponse, WSMsgType, client_exceptions from ...
import os import re from enum import Enum from pathlib import Path from typing import Union, Optional from typing import TYPE_CHECKING from pydantic import BaseSettings, Field from typhoon import local_config if TYPE_CHECKING: from typhoon.core.metadata_store_interface import MetadataStoreInterface def _join_u...
import os import random from imutils import paths import numpy as np import pandas as pd import skimage as sk import skimage.transform from sklearn.model_selection import train_test_split from tensorflow.keras.preprocessing.image import img_to_array, load_img from tensorflow.keras.utils import to_categorical import c...
#!/usr/bin/python import argparse import os import sys import time from tempfile import mkstemp import rpc_pb2 as rpc from setup_swrk import setup_swrk log_file = 'config_file_test.log' does_not_exist = 'does-not.exist' def setup_config_file(content): # Creating a temporary file which will be used as configur...
import pandas as pd from sklearn import model_selection from sklearn.tree import DecisionTreeClassifier def predict(home_team, away_team, city, toss_winner, toss_decision): matches_cleaned_data = pd.read_csv('./Dataset/matches_cleaned.csv') matches_df = matches_cleaned_data[['team1', 'team2', 'city', '...
""" Provider implementations """ import importlib from types import LambdaType, ModuleType from typing import Any from typing import Callable as CallableType from typing import Dict, Tuple, Union from simple_di import ( VT, Provider, _inject_args, _inject_kwargs, _SentinelClass, inject, sen...
"""Widget to save the state of a WeldxFile and invoke the next step in the pipeline.""" import pathlib import typing from os import environ as env from typing import Any, Dict, Mapping, TypeVar from urllib.parse import parse_qs, urlencode import ipywidgets as w import weldx import weldx_widgets import weldx_widgets.w...
#!/usr/bin/env python3 import sys import time import curses import argparse import httplib2 import _thread import colorama from bs4 import BeautifulSoup from urllib.parse import urljoin, urlparse from threading import Thread from colorama import Fore, Back, Style class HttpRequest(Thread): stop...
# Copyright 2016-2018, Pulumi Corporation. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed t...
#!/usr/bin/python -u # # Tests for platypus command line tool # import os import sys import re import subprocess import plistlib import shutil CLT_BINARY = os.path.dirname(os.path.realpath(__file__)) + '/platypus' def profile_plist_for_args(args): pnargs = [CLT_BINARY] pnargs.extend(args) pnargs.extend([...
from fpdf import FPDF import pandas as pd import os import joblib from sklearn.metrics import accuracy_score from sklearn import metrics from sklearn.metrics import confusion_matrix from sklearn.metrics import classification_report from sklearn.model_selection import train_test_split from sklearn.preprocessing import...
# -*- coding: utf-8 -*- ''' This file is part of PyMbs. PyMbs is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. PyMbs is distributed...
# A simple example reading a StochOptFormat file and solving it via Benders # decomposition. # # The code is demonstration only, and does not contain robust checks or many # nice error messages, preferring to throw assertion errors. import json import jsonschema import math from pulp import * def mathoptformat_to_pul...
import re from html import unescape from typing import Dict, List, Union class CategoryParser(): def __init__(self, html: str): super().__init__() self._html = html self._lines = html.split("\n") @property def text(self): return self._html def name(self) -> str: ...
# Copyright 2020 The Flax Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in wri...
from django.shortcuts import render, redirect, get_object_or_404 from django.contrib.auth.decorators import login_required, permission_required, user_passes_test from django.views import generic from django.http import Http404 from django.contrib import messages from django.utils.decorators import method_decorator from...
from typing import List from fastapi_utils.api_model import APIMessage from fastapi_utils.cbv import cbv from fastapi_utils.inferring_router import InferringRouter from fastapi import Depends, status, Response from odmantic import ObjectId from app.schema import DatasetPostSchema, DatasetGetSortQuery, \ DatasetTo...
""" Read DonkeyCar Tub files and write each one to a compressed numpy file (.npz). Output file will have the same name and location as the tub, with a .npz extension. Output file will have keys for 'images' (np.int8), 'actions', 'dt_stamps' (unix epoch). Output file may also have a 'lanes' key for lane auxi...
# Copyright (c) maiot GmbH 2020. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at: # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applica...
import logging import itertools from data.logs_model.datatypes import AggregatedLogCount, LogEntriesPage from data.logs_model.interface import ActionLogsDataInterface from data.logs_model.shared import SharedModel logger = logging.getLogger(__name__) def _merge_aggregated_log_counts(*args): """ Merge two lists of...
""" LLDB AppKit formatters Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. See https://llvm.org/LICENSE.txt for license information. SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception """ from __future__ import print_function # summary provider for CF(Mutable)BitVector import lldb i...
import numpy as np import logging from ..common.utils import get_command_args, configure_logger from ..common.gen_samples import read_anomaly_dataset from .aad_globals import ( IFOR_SCORE_TYPE_NEG_PATH_LEN, ENSEMBLE_SCORE_LINEAR, AAD_IFOREST, INIT_UNIF ) from .data_stream import DataStream, IdServer from .random...
import os import torch import torch.utils.data as data import torchvision.transforms as transforms import torchvision.datasets as datasets from .misc import get_cifar_models from collections import OrderedDict __all__ = [ 'load_optimizer', 'load_learning_rate_schedule', 'load_checkpoint', # cifar '...
"""The TitleXtract model.""" import string from collections import defaultdict import torch import torch.nn as nn from citextract.utils.model import load_model_params class TitleTagging(nn.Module): """TitleTagging model.""" def __init__(self, input_size, hidden_size, n_layers, n_classes, device): ""...
# coding=utf-8 # Copyright 2018 The TF-Agents Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law...
import keras from keras.models import Sequential, Model from keras.layers import Activation, Merge, Reshape from keras.layers import Input, Embedding, Dense, dot from keras.layers.core import Lambda from keras import optimizers from keras import backend as K import numpy as np import random import utils.process as pro...
"""Utility functions used across Caravel""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import functools import json import logging from datetime import datetime import parsedatetime from dateutil.parser import pa...
from torch.nn.modules.loss import _Loss from package_core.losses import VariationLoss, L1Loss, PerceptualLoss from package_core.image_proc import * # L2 loss def MSE(para): return nn.MSELoss() # L1 loss def L1(para): return nn.L1Loss() def MaskedL1(para): return L1Loss() # Varianc...
#!/usr/bin/env python # Copyright (c) Facebook, Inc. and its affiliates. import rospy import rospkg import cv2 import tf import io import os import numpy as np import json from sensor_msgs.msg import Image from cv_bridge import CvBridge, CvBridgeError class PushestDatasetJsonWriter: def __init__(self): ...
# Copyright 2017 Cloudbase Solutions # All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless requi...
import json import copy import pandas as pd import spacy from sklearn.model_selection import train_test_split class DataSet: '''Representation of a data set for text classification pipeline Attributes: input_: Input dataset if not pre-split in train and test set. This can be a pandas.DataFrame o...
import argparse import os import re import unicodedata import Levenshtein import pandas import pandas as pd import regex from bz2file import BZ2File from tqdm import tqdm from wiktionary_de_parser import Parser def main(): parser = argparse.ArgumentParser() parser.add_argument('--wiktionary', type=str, defau...
# -*- coding: utf-8 -*- import pickle import numpy as np import theano import theano.tensor as tt from theano.tests import unittest_tools as utt from exoplanet.theano_ops.starry import ( GetCl, GetClRev, LimbDark, RadiusFromOccArea, ) from exoplanet.theano_ops.driver import SimpleLimbDark class Tes...
# Lemmatizer for text import re import tensorflow as tf import spacy from spacy.lang.en import English from nltk.corpus import stopwords from libra.data_generation.dataset_labelmatcher import get_similar_column from libra.data_generation.grammartree import get_value_instruction def get_target_values(data, instruction...
import asyncio import signal import traceback from gd.level import Level from gd.logging import get_logger from gd.typing import Client, Comment, FriendRequest, Iterable, List, Message, Union from gd.utils.async_utils import acquire_loop, shutdown_loop, gather from gd.utils.enums import TimelyType from gd.utils.filte...
import cv2 import numpy as np import time import math from Undistort import undistort_chest from Center import draw_lines,group_lines_and_draw from Video_stream import LoadStreams def getAreaMaxContour1(contours): # 返回轮廓 和 轮廓面积 contour_area_temp = 0 contour_area_max = 0 area_max_contour = None for c...
#!/usr/bin/env python3 # # main.py # # Command-line utility for interacting with FAN Controller in PDDF mode in SONiC # try: import sys import os import click from tabulate import tabulate from utilities_common.util_base import UtilHelper except ImportError as e: raise ImportError("%s - require...
from django.conf import settings from django.utils import translation import pytest from mock import Mock, patch from olympia.amo.tests import TestCase from olympia.amo.utils import from_string from olympia.addons.models import Addon from olympia.translations.templatetags import jinja_helpers from olympia.translation...
import networkx as nx import numpy as np import matplotlib.pyplot as plt from sklearn.metrics import accuracy_score import datasets import learning import copy import argparse # argparse parser = argparse.ArgumentParser() parser.add_argument('--dataset', default='cora', help='Datasets: cora, email, ssets') parser.a...
"""Functions that turn a string into a restriction or raise ParseError. __all__ = ("parse_match", "ParseError",) @var parse_funcs: dict of the functions that are available. """ import re from ..ebuild import atom, cpv, errors, restricts from ..restrictions import packages, values from ..restrictions.util import col...
from datetime import datetime from datetime import timedelta import pytz import time import numpy as np import json import pandas as pd from fitness_all import fitnessOfPath import random from scipy.stats import truncnorm from matplotlib import pyplot as plt def evaluate_fitness_of_all(generation,sessions,travel_time,...
import re, itertools from hypertag.nifty.util import unique as unique_list, merge_spaces from hypertag.core.dom import del_indent from hypertag.std.registry import Registry register = Registry() #########################################################################################################################...
import os import pandas as pd import geopandas as gpd files = ['prop_urban_2000_2010.csv', 'pop_women_2010.csv', 'pop_men_2010.csv', 'idhm_2000_2010.csv', 'estimativas_pop.csv', 'interest_real.csv', 'num_people_age_gender_AP_2010.csv', 'qualification_APs_...
# Copyright (c) 2019, Riverbank Computing Limited # All rights reserved. # # This copy of SIP is licensed for use under the terms of the SIP License # Agreement. See the file LICENSE for more details. # # This copy of SIP may also used under the terms of the GNU General Public # License v2 or v3 as published by the Fr...
# Copyright 2015 Google Inc. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or ag...
############################################################################## # # Copyright (c) 2002, 2003, 2018 Zope Foundation and Contributors. # All Rights Reserved. # # This software is subject to the provisions of the Zope Public License, # Version 2.1 (ZPL). A copy of the ZPL should accompany this distribution...
def get_next(currentHead, nextMove): """ return the coordinate of the head if our snake goes that way """ futureHead = currentHead.copy() if nextMove == 'left': futureHead['x'] = currentHead['x'] - 1 if nextMove == 'right': futureHead['x'] = currentHead['x'] + 1 if nextMove =...
# ./ida < problems0 import os # create 10 new problems in file problems0 # from file convert the file to bin moves # repeat! PROBLEMS_IN_FILE = 144 def transform_to_bin(path, new_path): file = open(path, "r+") new_file = open(new_path, "w+") line = [ "1000000000000000", "0100000000000000", ...
#!/usr/bin/env python # encoding: utf-8 # The MIT License (MIT) # Copyright (c) 2012-2016 CNRS # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limita...
import structlog import libtaxii.messages_11 as tm11 import libtaxii.messages_10 as tm10 from libtaxii.constants import ( SD_SUPPORTED_CONTENT, ST_UNSUPPORTED_CONTENT_BINDING, SD_ITEM, ST_NOT_FOUND, ST_BAD_MESSAGE, ACT_SUBSCRIBE, ACT_UNSUBSCRIBE, ACT_PAUSE, ACT_RESUME, ACT_STATUS, ACT_TYPES_11, ACT...
"""Manage the history_stats data.""" from __future__ import annotations from dataclasses import dataclass import datetime from homeassistant.components.recorder import get_instance, history from homeassistant.core import Event, HomeAssistant, State from homeassistant.helpers.template import Template import homeassist...
""" ====================================== Gradient Boosting Out-of-Bag estimates ====================================== Out-of-bag (OOB) estimates can be a useful heuristic to estimate the "optimal" number of boosting iterations. OOB estimates are almost identical to cross-validation estimates but they can be compute...
__all__ = [ 'depends', 'config_fields', 'run', ] """ The purpose of this target is to 'compile' the regular expressions found in the regex/ directory and inject them into their respective Javascript sources in the js/ directory. This is done by invoking a Python script in regex/ that combines multiple *.re...
""" Two constructs to host static sites in aws using S3, cloudfront and Route53. StaticSitePrivateS3 creates a private S3 bucket and uses S3 API endpoint as an origin in cloudfront and Origin Access Identity (OAI) to access the s3 objects. StaticSitePublicS3 creates a public S3 bucket with website enabled and uses Or...
import string from collections import defaultdict from collections.abc import Callable, Mapping from functools import partial from typing import Any, Iterable, Optional import parse from arti.fingerprints import Fingerprint from arti.internal.utils import frozendict from arti.partitions import CompositeKey, Composite...
import connexion import six from swagger_server.models.schedule_option import ScheduleOption # noqa: E501 from swagger_server import util from sqlalchemy import exc def add_schedule_option(body): # noqa: E501 """Add a schedule_option to the classdeck # noqa: E501 :param body: ScheduleOption object ...
""" Copyright 2020 EUROCONTROL ========================================== Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: 1. Redistributions of source code must retain the above copyright notice, this list of conditions ...
from blazingsql import DataType from DataBase import createSchema from Configuration import ExecutionMode from Configuration import Settings as Settings from Runner import runTest from Utils import gpuMemory, skip_test from EndToEndTests.tpchQueries import get_tpch_query queryType = "TablesFromSQL" data_types = [ ...
import os, random from os import path import numpy as np import mxnet as mx from mxnet import gluon, nd, gpu, autograd from mxnet.gluon import nn, rnn from sklearn import preprocessing """ Function for data preprocess """ def DLPreprocess(dt, cat_feature_list, numeric_feature_list): ### label encode of categorical...
import edt import numpy as np import h5py from dataset_iterator import MultiChannelIterator from tensorflow.keras.optimizers import Adam from tensorflow.keras.losses import mean_squared_error as mse from dataset_iterator.tile_utils import extract_tile_random_zoom_function from .data_augmentation import * from ..model i...
import torch import torch.nn as nn import numpy as np import torch.nn.functional as F from model.models import FewShotModel import math from torch.nn.parameter import Parameter from torch.nn.modules.module import Module from itertools import permutations import scipy.sparse as sp class GraphConvolution(...
import os from dataclasses import dataclass from pathlib import Path from typing import Any, Dict, Optional from rich import print from cookietemple.common.version import load_ct_template_version from cookietemple.config.config import ConfigCommand from cookietemple.create.domains.cookietemple_template_struct import ...
import numpy as np import keras from keras.models import Sequential, load_model, Model from keras.layers import Dense, Dropout, Flatten, GlobalAveragePooling2D, Conv2D, MaxPooling2D, BatchNormalization from keras.preprocessing.image import ImageDataGenerator import image_operations import os from keras.models import lo...
import pymongo from bson.son import SON import pprint import json import requests import re import time from bson.regex import Regex def connect(): global client global db global colKeywordSeedValidated global colKeywordFirstValidated global colKeywordSecondValidated from pymongo import MongoClient try: clien...