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import ast import inspect from dataclasses import dataclass from pathlib import Path from types import ModuleType from typing import Dict, Iterator, List, Optional, Type import numpy as np from numpydoc.docscrape import ClassDoc, Parameter import napari from docs._scripts._table_maker import table_repr from napari im...
_required = object() class Fixture(object): """Assistant for creating test fixtures. This proxies all undefined attributes to its :class:`~sgmock.shotgun.Shotgun` instance for easy tear-down of newly created entities. E.g:: # Create a fixture wrapping a mock Shotgun. sg = Fi...
from lxml import etree import urlfinderlib.finders as finders html = """ <html xmlns="xmlns"> <head> <base href="http://domain.com"> <meta HTTP-EQUIV="REFRESH" content=0;url="meta"> <meta HTTP-EQUIV="REFRESH" CONTENT="0; URL=meta2"> <meta http-equiv="X-UA-Compatible" content="IE=e...
from __future__ import unicode_literals import click from pyinfra import logger from .connectors import EXECUTION_CONNECTORS from .connectors.util import remove_any_sudo_askpass_file from .exceptions import ConnectError, PyinfraError from .facts import ( create_host_fact, delete_host_fact, get_fact_class...
from server.utils.arx_utils import commafy, inform_staff from evennia.utils import logger from world.magic.models import Alignment, Affinity, Practitioner import json import sys class MagicConsequence(object): @classmethod def load(cls, serialized_dict=None): if not serialized_dict: return...
import glob import uuid import json import requests import copy,time import os import cv2 import numpy as np from time import sleep import pandas as pd import logging digitization = False craft_line = "True" craft_word = "True" google_ocr= "True" tess_ocr= "True" language = "hi" path = '/home/ubuntu/tesseract_evalu...
import numpy as np import pandas as pd from sklearn.preprocessing import PolynomialFeatures # TODO: implement what I need from this package class Design: """ Class Docstring. """ def __init__(self, experiments=None, levels=None): """ :param int experiments: Number of Experiments to d...
from math import ceil from typing import TYPE_CHECKING, Text, Union from discordmenu.embed.base import Box from discordmenu.embed.components import EmbedField, EmbedMain, EmbedThumbnail from discordmenu.embed.text import LabeledText from discordmenu.embed.view import EmbedView from discordmenu.emoji.emoji_cache import...
import torch import torch.nn as nn import numpy as np class ConvBlock(nn.Module): """ A block of convolutional layers (1D, 2D or 3D) """ def __init__(self, dim, n_ch_in, n_ch_out, n_convs, kernel_size=3, bias = False): super(ConvBlock, self).__init__() if dim==1: conv_op = nn.Conv1d if dim==2: co...
# Copyright 2021 <NAME> (KRR-Oxford). 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 la...
# Author: <NAME> <<EMAIL>> # ARL Wrapping import cffi import numpy from data_models.memory_data_models import Image, Visibility, BlockVisibility, GainTable import pickle ff = cffi.FFI() def ARLDataVisSize(nvis, npol): return (80+32*int(npol))*int(nvis) def cARLVis(visin): """ Convert a const ARLVis ...
# Copyright 2019 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 # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing,...
from numbers import Number from types import GeneratorType import math def norm(vector, power=2): return math.fsum(abs(a)**power for a in vector)**(1/power) def normalized(vector, power=2, cls=None): if isinstance(vector, GeneratorType): vector = tuple(vector) cls = cls or type(vector) n = n...
#!/usr/bin/env python3 #Libraries and functions needed import smbus #For using I2C bus import math import gpsd #For GPS Module import datetime #Initiliazation of I2C bus bus = smbus.SMBus(1) #Device Addresses address = 0x68 # Sensor I2C address address_mag = 0x0c #Sensor address for magnetometer #Control Ad...
#!/usr/bin/env python import argparse import collections import csv import datetime import geoip2.database import hashlib import jinja2 import json import logging import os import pprint import requests import socket import typing import urllib.request import whois HATE_SITES_CSV_DEFAULT_PATH = 'hate-sites.csv' OUT...
#!/usr/local/bin/python3.8 # # DISCLAIMER: This script is not supported by Nutanix. Please contact # <NAME> (<EMAIL>) if you have any questions. # Last updated: 9/29/2018 # This script uses Python 3.7. # NOTE: # 1. You need a Python library called "requests" which is available from # the url: http://docs.python-reques...
# Copyright (c) <NAME> (<EMAIL>) and <NAME> (<EMAIL>) # # Please cite the following papers if you use any part of the code. # - <NAME>, <NAME>, <NAME>, Deep Global Registration, CVPR 2020 # - <NAME>, <NAME>, <NAME>, Fully Convolutional Geometric Features, ICCV 2019 # - <NAME>, <NAME>, <NAME>, 4D Spatio-Temporal ConvNet...
from gsheet_assignments import GsheetAssignments from github import Github import json from buildlogs import coverage from sys import argv org = 'clean-s-1' interest = 'test-failer' title = 'clean-s-1-test-failer-assignment' # interest = 'well-named' # title = 'clean-s-1-well-named-assignment' # interest = 'spring' # ...
#!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Creates a dataset of distorted qr codes """ from typing import List, Tuple import qrcode import numpy as np import random import math from PIL import Image from pathlib import Path from qrcode.image.styledpil import StyledPilImage from qrcode.image.styles.moduledrawers...
"""Cloud satellite manager Here we use dotcloud to lookup or deploy the satellite server. This also means we need dotcloud credentials, so we get those if we need them. Most of this functionality is pulled from the dotcloud client, but is modified and organized to meet our needs. This is why we pass around and work wi...
import os import time import fero from fero import FeroError from typing import Optional, Union from marshmallow import ( Schema, fields, validate, EXCLUDE, ) from .common import FeroObject class DataSourceSchema(Schema): class Meta: unknown = EXCLUDE uuid = fields.UUID(required=True...
import logging import time from abc import abstractmethod from enum import Enum from typing import Dict, Callable, Any, List from schema import Schema import sqlalchemy from sqlalchemy.engine import ResultProxy from sqlalchemy.orm import Query from sqlalchemy.schema import Table from sqlalchemy.engine.base import Eng...
#################################### # File name: batch_project_elevation.py # About: Process for batch converting elevation raster tiles. # Author: <NAME> | Imagery & Remote Sensing Team | Esri # Date created: 01/25/2021 # Date last modified: 01/25/2021 # Python Version: 3.7 ###############################...
import re from astropy.table import vstack from astroquery.jplhorizons import Horizons import pandas as pd pd.options.display.float_format = '{:,.4f}'.format def decimal_to_hours(dec_time: float) -> (int, float, float): """transform decimal time into conventional time""" hours = int(dec_time) minutes = (...
import cue.golibcue as lc class CueError(Exception): ... class CueValue: def __init__(self, s): if isinstance(s, str): bs = s.encode('UTF-8') out_cue_value_id = lc._cue_value_id_t() res = lc.Compile(lc.byref(out_cue_value_id), lc.GoString(bs, len(s))) if res is not None: raise...
# ============================================================================== # This file is part of the SPNC project under the Apache License v2.0 by the # Embedded Systems and Applications Group, TU Darmstadt. # For the full copyright and license information, please view the LICENSE # file that was distributed...
""" FSL shader generator tool """ import os, sys, argparse, subprocess, time from inspect import currentframe, getframeinfo # add fsl roots to path fsl_root = os.path.sep.join(os.path.abspath(__file__).split(os.path.sep)[:-1]) forge_root = os.path.dirname(os.path.dirname(os.path.dirname(fsl_root))) fsl_orbis_root ...
# Copyright 2017 The TensorFlow 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...
import torch import torch.nn as nn import torch.optim as optim import os from .utils import Logger class Trainer: def __init__(self, model, train_loader, config): ''' config: device, checkpoints_dir, log_dir, print_every_batch, clip learning_rate, learning_rate_decay, learn...
#!/usr/bin/env python # PySCUBA/src/PySCUBA/Tree_classes.py # Author: <NAME> for the GC Yuan Lab # Affiliation: Harvard University # Contact: <EMAIL>; <EMAIL> """Classes for flow or mass cytometry data processing, modified from the outdated 'fcm' Python package by <NAME>. """ import re import numpy as np ...
from cmstk.structure.bravais import BaseBravais, TriclinicBravais from cmstk.structure.bravais import MonoclinicBravais, OrthorhombicBravais from cmstk.structure.bravais import TetragonalBravais, RhombohedralBravais from cmstk.structure.bravais import HexagonalBravais, CubicBravais from cmstk.structure.bravais import b...
# SPDX-License-Identifier: Apache-2.0 # Licensed to the Ed-Fi Alliance under one or more agreements. # The Ed-Fi Alliance licenses this file to you under the Apache License, Version 2.0. # See the LICENSE and NOTICES files in the project root for more information. from datetime import datetime from typing import List ...
# Copyright 2019 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 # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
#!/usr/bin/env python # -*- coding: utf-8 -*- import ast import argparse import json import os import jieba.posseg as pseg import numpy as np # The JSON keys used in the original data files JSON_ORI_TXT_KEY = "originalText" JSON_ENTITIES_KEY = "entities" JSON_START_POS_KEY = "start_pos" JSON_END_POS_KEY = "end_pos" ...
from __future__ import unicode_literals from django.contrib.contenttypes.models import ContentType from django.db import connections, router, transaction from django.db.utils import IntegrityError from django.test.testcases import TestCase from ..models.model import ModelDefinition from ..utils import remove_from_app...
import json from uuid import uuid4 from django.urls import reverse from uritemplate import expand from sso.oauth2.tests import OAuth2BaseTestCase def address(addressee, country='DE', street_address='', region='', address_type='home'): return { 'address_type': address_type, 'addressee': addressee...
import pint import sympy import copy from numbers import Real from typing import Any, Optional, Union from ueca.latex import translate_space_latex ureg = pint.UnitRegistry() ureg.default_system = "SI" class PhysicsData: def __init__(self, value: Any, unit: str, left_side: str = "", symbol: Op...
#!/usr/bin/env python # -*- coding: utf-8 -*- """ This module converts an AWS API Gateway proxied request to a WSGI request, then loads the WSGI application specified by FQN in `.wsgi_app` and invokes the request when the handler is called by AWS Lambda. Inspired by: https://github.com/miserlou/zappa Authors: <NAME> ...
import os import numpy as np import pandas as pd from itertools import chain, combinations pd.set_option('display.max_rows', 1000) bright_dark_csv = os.path.join(os.path.dirname(os.path.abspath(__file__)), 'all_seven_note_modes_sorted_dark_to_bright.csv') bd = pd.read_csv(bright_dark_csv) # keep things simple for no...
import random import torch import numpy as np import random import scipy.stats as st def fix_seed(seed, deterministic=False): ### generate random seeds random.seed(seed) np.random.seed(seed) torch.manual_seed(seed) torch.cuda.manual_seed_all(seed) if deterministic: torch.backends.cudnn....
import pyomo.environ as pe from .BaseResource import BaseResource import numpy as np class Generator(BaseResource): def initialize_model(self, model, scenes): self.model = model self.scenes = scenes self.scene_iterator = self.model.scene_set self.M = 1e3 #to create...
# Code adapted from Tensorflow Object Detection Framework # https://github.com/tensorflow/models/blob/master/research/object_detection/object_detection_tutorial.ipynb # Tensorflow Object Detection Detector import numpy as np import tensorflow as tf import cv2 import time class DetectorAPI: def __init__(self, path...
import xml.etree.ElementTree as ET import re SUBJECTID = { "sberbank", "vtb", "gazprom", "alfabank", "bankmoskvy", "raiffeisen", "uralsib", "rshb", "beeline", "mts", "megafon", "tele2", "rostelecom", "komstar", "skylink", } SUBJECTID_TO_LABELS = { "sberbank": "Сбер", "vtb": "ВТБ", "...
#!/usr/bin/env python3 """ This is the main file that contains the web server. It uses flask. """ from flask import Flask, request, jsonify, render_template, url_for, make_response from flask_limiter import Limiter from flask_limiter.util import get_remote_address from db import DataBase from config import read_config...
import typing from collections import OrderedDict import pytest from PartSegCore.class_generator import BaseSerializableClass, base_serialize_register def setup_module(): from copy import deepcopy from PartSegCore import class_generator """ setup any state specific to the execution of the given module...
# Copyright (c) Microsoft Corporation. # Licensed under the MIT License. import io import os import logging import numpy as np import tensorflow as tf from typing import Dict, Tuple, Optional, List from examples.scenegen import net_def as net_module from examples.scenegen import custom_reader as reader_module from exa...
import asyncio import logging import os import time from datetime import timedelta import voluptuous as vol import zigpy.exceptions as zigpy_exc from homeassistant.components import websocket_api from homeassistant.helpers.event import async_call_later, async_track_time_interval from homeassistant.util.json import sa...
""" Implementation of the core of the MCMC sampler, which will make use of different kernels to implement the different methods A `Kernel` defines the transition probability. Some kernels work directly with conditional probabilities :math:`p(x | y)` and :math:`p(y | x)`, e.g. Gibbs sampling, while other methods use ...
import os.path import enum # Environment variable names used to retrieve urls and api keys # ---------------------------------------------------------------- # src is where ckan objects will be read from # dest is where ckan objects will be written to # CKAN_DO_NOT_WRITE_URL - This is used to protect the the prod ins...
''' @File : FDR_calu_write.py @Time : 2020/8/15 4:10 下午 @Author : KeeeeepGoing(<NAME>) @Version : @Contact : <EMAIL> @Desc : ''' from typing import Dict, Any import numpy as np from decimal import Decimal import pyBigWig import scipy.stats as stats from statsmodels.stats import multitest from m...
# -*- coding: utf-8 -*- from __future__ import unicode_literals, division from django.contrib.admin import site from django.contrib.admin.options import csrf_protect_m from django.contrib.admin.utils import unquote from django.contrib.admin.widgets import ForeignKeyRawIdWidget, ManyToManyRawIdWidget from django.core.u...
# Copyright 2011 OpenStack Foundation # Copyright 2013 Red Hat, 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 # # Unl...
# coding=utf-8 # Copyright 2018 The Google AI Language Team 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 ...
import io import tarfile import itertools from pathlib import Path from contextlib import closing import urllib.request as request import pandas as pd import networkx as nx from tqdm import tqdm tqdm.pandas() def provide_taxdump( url='ftp://ftp.ncbi.nlm.nih.gov/pub/taxonomy/taxdump.tar.gz', file_mapping=N...
#!/usr/bin/env python import numpy as np import pandas as pd import logging import logging.config import os from smos_tools.data_types.aux_distan_datatype import datatype, flag_datatype, flag_sea_ice_datatype from smos_tools.logger.logging_config import logging_config def read_aux_distan(filename): """ Read ...
import unittest import os, sys def sample(input_filename, m, n, fn, fp): # add option --use_cuts 0 to test without cutting plane command = f'build/src-unigen/lumberjack {input_filename} -c {m} -m {n} -n {fn} -p {fp} | grep -Pzo \'.*solutions sampled(.*\\n)*\'' os.system(command) class TestDolloSAT(unittes...
"""A simple mock PyPI index api.""" from __future__ import absolute_import, division, print_function import re from collections import namedtuple import os.path import json import datetime import csv import logging import uuid import struct import time import itertools from future.utils import viewitems HAS_DEPEND...
import configparser from datetime import datetime import os from pyspark.sql import SparkSession from pyspark.sql.functions import udf, col, monotonically_increasing_id from pyspark.sql.functions import year, month, dayofmonth, hour, weekofyear, date_format from pyspark.sql.types import StructType as R, StructField as ...
""" Functions for 2D matrix operations """ from typing import List, Tuple def add(*matrix_s: List[list]) -> List[list]: """ >>> add([[1,2],[3,4]],[[2,3],[4,5]]) [[3, 5], [7, 9]] >>> add([[1.2,2.4],[3,4]],[[2,3],[4,5]]) [[3.2, 5.4], [7, 9]] >>> add([[1, 2], [4, 5]], [[3, 7], [3, 4]], [[3, 5], ...
import logging import re from datetime import datetime from pathlib import Path from .makerules import pipeline_makerules from .register import hash_value from .schema import Schema from .store.csv import CSVStore from .store.item import ItemStore collection_directory = "./collection" def isodate(s): return dat...
import torch import numpy as np from ..domain import Domain, BoundaryDomain from ...spaces import Points class Circle(Domain): """Class for circles. Parameters ---------- space : Space The space in which this object lays. center : array_like or callable The center of the circle, ...
""" OpenVINO DL Workbench Authentication Endpoints Copyright (c) 2018 Intel 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 Unles...
'''main.py - BMO (Braille More) - Takes a picture with an attached rpi camera - Processes the text from the image and puts it in a textfile - Moves motors to represent braille characters - Hooks up two buttons to control which characters are shown, and when to take a new image ''' from servo import * f...
from bs4 import BeautifulSoup from selenium import webdriver from selenium.webdriver.support.ui import WebDriverWait from selenium.webdriver.support import expected_conditions from selenium.webdriver.common.by import By from selenium.common.exceptions import TimeoutException url = 'https://bbs-simulator.com/story' chr...
from __future__ import print_function from __future__ import division import os import gdal import pickle import numpy as np import scipy.misc as misc import scipy.ndimage as ndimage import matplotlib.pyplot as pl def convert_lat_lon_to_xy(ds, coordinates): lon_in, lat_in = coordinates xoffset, px_w, rot1, ...
"""Main script for running long experiments. Given an experiment class, this script repeats the experiment for each number of clients specified with the `--clients` option, and repeats the experiments the number of times specified in `--repeat`. Each experiment is saved to a new subdirectory of the automatically creat...
""" Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this ...
import random from lxml import etree from typing import List from nonebot.log import logger from PIL import Image, ImageDraw from PIL.Image import Image as IMG try: import ujson as json except ModuleNotFoundError: import json from .base_handle import BaseHandle, BaseData from ..config import draw...
# 2021.07.04 modified # 학습된 모델 이용해서 예측 import pymysql import statiz_variables import joblib import pandas as pd import numpy as np import datetime # get stadium id def _get_stadium_id(stadium_name): if stadium_name == '잠실': return 'JS' elif stadium_name == '고척': return 'GC' ...
import torch import torchvision import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from dataset import CelebA import matplotlib.pyplot as plt import torchvision.transforms as transforms import numpy as np import torch.utils.data as loader # from torchsummary import summary import tqdm fro...
#cython: language_level=3, boundscheck=False from urllib.request import urlopen import sys import os import shutil import colorama import collections import zipfile # initiate colorama if on windows if os.name == 'nt': colorama.init() def unzip(source_filename, dest_dir): with zipfile.ZipFile(source_filename)...
from flask import Blueprint, request, jsonify, session, flash from app.models import User, Post, Comment, Vote from app.db import get_db # Show error messages. import sys # Import decorator function to protect routes. from app.utils.auth import login_required bp = Blueprint('api', __name__, url_prefix='/api') # Creat...
#!/usr/bin/env python3 from tkinter import * from tkinter import messagebox import configparser import xml.etree.ElementTree as ET import grequests import requests import grequests import xmltodict # main program ################################################################ def main(*args): # barcode barcod...
# Copyright 2020 Verily Life Sciences LLC # # Use of this source code is governed by a BSD-style # license that can be found in the LICENSE file or at # https://developers.google.com/open-source/licenses/bsd """Utils for plotting arrays in Metis.""" from metis import colors_config as cc from metis import evaluation i...
''' Created on Aug 28, 2013 @author: hpp ''' import unittest from task_finish import TaskTerminator from xml.etree import ElementTree class match_result_t(object): ''' a match result struct this is for testing ''' meta_uuid = None meta_name = None instance_name = None instance_id = No...
#!/usr/bin/python3 # # Version updater # Copyright (C) 2016 <NAME>. All rights reserved. # # Please refer to readme.md for information about this source code. # Please refer to license.txt for details about distribution and modification. # # Updates various version constants based on HASHCHECK_VERSION_STR in v...
import inspect import os from typing import Any, Optional from urllib.parse import urlparse, quote from warnings import warn from gemd.entity.link_by_uid import LinkByUID def get_object_id(object_or_id): """Extract the citrine id from a data concepts object or LinkByUID.""" from gemd.entity.attribute.base_at...
import pandas as pd from astropy import coordinates from astropy.coordinates import SkyCoord from astropy import units as u #from astroquery.ned import Ned #necessary for one method #from astroquery.ned.core import RemoteServiceError #necessary for one method #from dustmaps.sfd import SFDQuery #not working under windo...
#!/usr/bin/env python3 # ----------------------------------------------------------------------------- import socket import time from signal import signal, SIGINT import fcntl, os import errno import sys import struct # ----------------------------------------------------------------------------- from settings_com...
################################################################################ # Copyright (c) 2021 ContinualAI. # # Copyrights licensed under the MIT License. # # See the accompanying LICENSE file for terms. ...
import base64 import json import os import re from datetime import datetime, timedelta from hashlib import sha256 from hmac import new as hmac from typing import (Any, Dict, Iterator, List, NamedTuple, Optional, Pattern, Set, TypeVar) from urllib.parse import quote, unquote import boto3 import boto...
from typing import List, Optional from memory_shaper.algorithm.FlashCardAlgo import get_modified_card, FlashCardAlgorithm from memory_shaper.tmp_cards import CARDS, init_queue, get_queue from flask import render_template, redirect, url_for, request, session from app import app from memory_shaper.app import new_sql_s...
import requests import json import re import threading header = { 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8', 'Accept-Encoding': 'gzip, deflate, br', 'Accept-Language': 'zh-CN,zh;q=0.9', 'Cache-Control': 'max-age=0', 'Connection': 'keep-alive',...
import re import shlex from io import BytesIO from typing import List, Optional from nonebot.rule import Rule from nonebot import get_driver from nonebot.typing import T_State from nonebot.params import State, Depends from nonebot.adapters.onebot.v11 import ( Bot, Message, MessageSegment, MessageEvent,...
# -*- coding: utf-8 -*- from __future__ import unicode_literals import logging import os from django.conf import settings from django.core.files.storage import FileSystemStorage from django.core.validators import MinLengthValidator from django.db import models from django.db.models.signals import post_delete from dja...
#!/usr/bin/python3 import sys, csv, argparse, traceback, time, socket from raritan.rpc import Agent, usermgmt, HttpException from raritan import zeroconf HTTP_AGENT_TIMEOUT_DEFAULT = 5 ZEROCONF_TIMEOUT_DEFAULT = 4 USER_DEFAULT = "admin" PASSWORD_DEFAULT = "<PASSWORD>" class PduPasswordChangeData: def __init__(se...
import sys import argparse from os.path import isdir import torch as t from torch.utils.data import DataLoader from torch.nn import BCELoss from torch.optim import Adam, SGD from gensim.models.fasttext import FastText from py.data.JSONInMemoryDataset import JSONInMemoryDataset from py.data.Util import json_files_in_di...
""" Copyright 2019 Samsung SDS 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 ...
from pyneval.metric.utils import edge_match_utils from pyneval.metric.utils.metric_manager import get_metric_manager from pyneval.metric.utils import basic_utils metric_manager = get_metric_manager() class LengthMetric(object): """ length metric """ def __init__(self, config): # read config ...
import os.path as osp import argparse import numpy as np import torch import torch.nn.functional as F import torch_geometric.transforms as T from torch_geometric.nn import GCNConv, ChebConv # noqa from torch.nn import Parameter from sklearn.utils import class_weight from sklearn.metrics import confusion_matrix data...
import BioLogic import pandas as pd import numpy as np import glob import os.path import matplotlib.pyplot as plt import matplotlib.ticker as ticker from numpy import matlib ''' Finds nucleation overpotential through identifying the minimum (most negative) point in the numpy array voltage column. plotGraph() and ba...
from flask import Blueprint, render_template, request,session import modules.load_data_postgre as ps import url_handlers.filtering as filtering from webserver import rdb, all_measurement, data, measurement_name, block, df_min_max basic_stats_page = Blueprint('basic_stats', __name__, template_folder='basic_stats') ...
"""This is used to: 1.get the Train and val Datast, considering the train augument later 2.get the optimizer """ from dataset.Get_Dataset import GetDataset from torch.utils.data import DataLoader import torch.optim as optim from utils.tools import make_dirs import torch import sys import numpy ...
# -*- coding: utf-8 -*- import unittest from abc import ABC class GildedRose(object): aged_brie = "Aged Brie" sulfuras = "Sulfuras, Hand of Ragnaros" conjured = "Conjured Mana Cake" passes = "Backstage passes to a TAFKAL80ETC concert" def __init__(self, items): self.items = items def...
# Module to run tests on generating AbsSystem from __future__ import print_function, absolute_import, division, unicode_literals # TEST_UNICODE_LITERALS import numpy as np import os import pytest from astropy import units as u from astropy.coordinates import SkyCoord from linetools.isgm.abscomponent import AbsComp...
''' Reference Link: https://algorithmtutor.com/Data-Structures/Tree/Splay-Trees/ Data Structure: 1. Splay Tree is a type of Binary Search Tree that keeps the recently operated nodes at the root for subsequent opertations. For ex: if we search a node, it will be moved to the root. This process is called Spl...
from typing import Tuple, Callable, Any, Optional, List import numpy as np from .parameters import TestingToDetection, Population from autumn.core.inputs import get_population_by_agegroup from autumn.settings import COVID_BASE_AGEGROUPS from autumn.core.utils.utils import apply_moving_average from autumn.model_feature...
"""Representation of VOI Nearest Scooter Sensors.""" from datetime import timedelta import logging from geopy.distance import distance import requests import voluptuous as vol from homeassistant.components.sensor import PLATFORM_SCHEMA from homeassistant.const import ( ATTR_ATTRIBUTION, ATTR_BATTERY_LEVEL, ...
import os import re import sys import json import math import datetime import subprocess import logging import coloredlogs coloredlogs.install() logging.basicConfig(stream=sys.stdout, level=logging.DEBUG) from typing import Dict, Callable from docopt import docopt from sh import montage from typing import List fro...
""" generate the nodes and weights for the Tanh-Sinh integration scheme Use high precision mpmath library to pre-calculate the nodes and weight and save them to a file. the principal variable transformation x -> t which maps x in [0, b] to t in [-inf, inf] x(t) = b/2(1 - g(t)) g(t) = tanh(pi/2 * sinh(t)) See...