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"""OpenSprinkler integration.""" import asyncio from datetime import timedelta import logging from pyopensprinkler import ( Controller as OpenSprinkler, OpenSprinklerAuthError, OpenSprinklerConnectionError, ) from homeassistant.config_entries import ConfigEntry from homeassistant.const import CONF_PASSWOR...
import serial, codecs, threading, sys, requests, time, json from flask import Flask, jsonify, request, Response, make_response, render_template import numpy as np from datetime import datetime # ---------------{ CONFIGURATION }--------------- server_name = 'WX Telemetry Server' com_port = "COM1" host = "192.168.1.20...
from time import time import cv2 import utils from config import config from gameplay import GameWithFriendOpenVINO, SoloIntensiveFastAim, SoloClassic class Label: def __init__( self, text, pos=(0, 0), font_face=cv2.FONT_HERSHEY_COMPLEX, font_scale=1.0...
#!/usr/bin/python ## system import sys,os,pdb,json,codecs ### ## darknet.py from github.com/dcmartin/openyolo/tree/master/darknet/python/darknet.py ### from ctypes import * import math import random class BOX(Structure): _fields_ = [("x", c_float), ("y", c_float), ("w", c_float),...
import nn from optim import get_optimizer from utils.common import GLOBAL, List, Tuple import nn.functional as F import nn.objectives from utils.toolkit import ProgressBar, format_time, SummaryProfile import time import pickle import utils.data as data from collections import defaultdict import core.autograd class _B...
""" Matrix factorization example """ # Inspiration: Music Recommendations with Collaborative Filtering and Cosine Distance # https://beckernick.github.io/music_recommender/ # # Inspiration: Matrix Factorization for Movie Recommendations in Python # https://beckernick.github.io/matrix-factorization-recommender/ # # Ex...
#! /usr/bin/env python3 import argparse import configparser import logging.config import os import subprocess import sys from argparse import RawTextHelpFormatter from collections import namedtuple from pprint import pformat from typing import Dict logging.basicConfig(format="%(levelname)s: %(message)s", level=loggin...
#coding:utf-8 #!/bin/env python2.7 import sys import os import matplotlib matplotlib.use('Agg') import pylab import itertools import numpy as np import matplotlib.pyplot as plt import matplotlib.ticker as tkr from matplotlib.backends.backend_pdf import PdfPages args = sys.argv inputdirs = args[1:-1] #dir...
import gc import os import numpy as np from tqdm import tqdm from datasets.dsb_binary import DSB2018BinaryDataset from losses import binary_crossentropy, make_loss, hard_dice_coef_ch1, hard_dice_coef from models.model_factory import make_model from params import args # os.environ['CUDA_VISIBLE_DEVICES'] = args.gpu ...
# Copyright (c) Microsoft Corporation. # Licensed under the MIT license. import argparse import itertools import copy import os import numpy as np import anytime_models.examples.ann_app_utils as ann_app_utils from petridish.philly.generator import SCRIPT_TEMPLATE from petridish.app.options import ( add_app_argume...
# CREATED BY <NAME> # # # # # # # # ========================================================================================= # IMPORT LIBRARIES # ========================================================================================= import pandas as pd import numpy a...
import argparse from ipaddress import ip_address from itertools import chain import logging from multiprocessing import Process, Queue import os import statistics from time import perf_counter from typing import Tuple, List, Optional from twisted.internet import defer from twisted.python.failure import Failure from d...
import numpy as np import json import os import importlib import argparse import pandas as pd import numpy as np from collections import namedtuple from sklearn.metrics import accuracy_score class ConfusionMatrix(namedtuple('ConfusionMatrix', 'minority majority label truth')): def get_matrix(self): ...
# coding: utf-8 # /*########################################################################## # # Copyright (c) 2017 European Synchrotron Radiation Facility # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal #...
""" runtimeCommands.py Convenience methods for binding commands or callbacks to runtimeCommand objects. """ import maya.cmds as cmds import mGui.events as events import json import inspect def create_proxy_command(callable_object, *args, **kwargs): """ generates an expression which imports...
import os import random from typing import Any, Dict import numpy as np # from mmcls.models.losses import accuracy, f1_score, precision, recall # from mmcls.models.losses.eval_metrics import class_accuracy from .base_dataset import BaseDataset from .builder import DATASETS # 0 1 2 ...
""" Copy fyglet/fonts folder to root SPEC ____ hiddenimports=['engineio.async_drivers.eventlet', 'eventlet.hubs.epolls', 'eventlet.hubs.kqueue', 'eventlet.hubs.selects', 'dns.dnssec', 'dns.e164', 'dns.edns', 'dns.entropy', 'dns.exception', 'dns.flags', 'dns.grange', 'dns.hash', 'dns.inet', 'dns.ipv4', 'dns.ipv6...
import sys import os import re import mdtraj import glob import argparse import pandas as pd import matplotlib.pyplot as plt def parse_arguments(): """ Parse user arguments Output: list with all the user arguments """ # All the docstrings are very provisional and some of them ...
from hashlib import md5 from json import dumps from LSP.plugin import FileWatcher from LSP.plugin import FileWatcherEventType from LSP.plugin import FileWatcherProtocol from LSP.plugin import register_file_watcher_implementation from LSP.plugin.core.transports import AbstractProcessor from LSP.plugin.core.transports im...
from ymmsl import Identifier, Reference, Settings from ymmsl import SettingValue # noqa: F401 # pytest: disable=W0611 from collections import OrderedDict from typing import cast, List import yatiml import pytest @pytest.fixture def settings() -> Settings: return Settings() def test_create_settings(settings: ...
import re import nltk from nltk.corpus import words from nltk.stem import WordNetLemmatizer import mistune from langdetect import detect '''preprocess data for input''' # remove previously referenced comments #remove every line that starts with ">" def remove_reference(text): pattern = r'''^>.*''' result = re....
# Import useful packages import numpy as np import time import itertools from collections import deque from bokeh.plotting import figure from bokeh.layouts import row, column, widgetbox from bokeh.models.widgets import Slider, Div, Button, RadioButtonGroup from bokeh.events import ButtonClick from bokeh.server.server ...
from torch.nn import functional as F import torch.nn as nn from torch.autograd import Variable import torch import config ############################################################################################################## # Parameters ########################################################################...
"""Tools for io handling.""" import os import shutil import subprocess from collections import OrderedDict, namedtuple from typing import Iterable, Tuple import h5py import numpy as np import pandas as pd from .utils import get_logger class auto_open(object): # TODO(<EMAIL>) 1.Add log system. ...
################### Bibliotecas Utilizadas ########################## import os,cv2 import numpy as np import matplotlib.pyplot as plt import time from sklearn.utils import shuffle from sklearn.model_selection import train_test_split from keras import backend as K K.set_image_dim_ordering('tf') from ke...
import unittest import collections from solution import (RANKS, SUITS, Card, CardCollection, StandardDeck, SixtySixDeck, BeloteDeck) class RankTest(unittest.TestCase): def setUp(self): self.rank_string = 'Three' self.rank = RANKS[self.rank_string]() def test_creation(sel...
# -*- coding: utf-8 -*- """ Utility functions needed by the DNSDB module """ from dateutil.parser import parse def build_uri(options): """ Build URI for DNSDB API query :param options: Dictionary :return: String """ path = build_path(options) uri = build_parameters(options, path) r...
import argparse import os import time import logging from logging import getLogger import urllib import torch import torch.nn as nn import torch.nn.parallel import torch.backends.cudnn as cudnn import torch.optim import torch.utils.data as data import torchvision.transforms as transforms import torchvision.datasets as...
import os,sys,re import numpy as np import subprocess from multiprocessing import Process,Pool import pickle from Bio.Blast import NCBIXML from Bio import pairwise2 from Bio.SubsMat import MatrixInfo as matlist from Bio.SeqIO.FastaIO import SimpleFastaParser import math from math import log, exp from getNatureA import ...
""" Interface to irvsp. """ import warnings import os from os import path import subprocess from monty.json import MSONable from monty.dev import requires from monty.os.path import which from monty.serialization import loadfn from pymatgen.symmetry.analyzer import SpacegroupAnalyzer from pymatgen.core import Struct...
# This file contains the Options objects for pitches and hits. These objects contain all the information about the # the conditions of the situation that allow for accurate calculations. from constants import * import numpy as np class PitchOptions(object): def __init__(self, play_type, release_speed, release_...
import numpy as np import pandas as pd import logging import matplotlib.pyplot as plt from numpy.linalg import inv, multi_dot from copy import deepcopy logger = logging.getLogger(__name__) def load_dataset(csv_path): return pd.read_csv(csv_path) class KalmanFilterSteadyState: """定常モデルのカルマンフィルター. Attri...
from itertools import count import logging from typing import Tuple, Iterator, Union, Dict, Optional, List import torch import torch.nn.functional as F from tqdm import tqdm from adaptor.adapter import Adapter from torch import Tensor from transformers import BatchEncoding, PreTrainedTokenizer, BertTokenizer from ad...
# ------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for # license information. # -------------------------------------------------------------------------- """VirusTo...
# -*- coding: utf-8 -*- # /usr/bin/python2 ''' June 2017 by <NAME>. <EMAIL>. https://www.github.com/kyubyong/transformer ''' from __future__ import print_function import codecs import os import typing import tensorflow as tf import numpy as np import numpy.linalg from hyperparams import Hyperparams as hp from data_l...
""" Code for self-training with weak supervision. Author: <NAME> (<EMAIL>) """ import pandas as pd import numpy as np import os from sklearn.model_selection import train_test_split import joblib class PreprocessDataset(object): """Abstraction for a loadable dataset. To use a custom dataset, inherit this cla...
#!./venv_nano_local/bin/python from os import system from math import ceil, log10 from time import time from src.nano_rpc import NanoRpc, NanoTools from src.parse_nano_local_config import ConfigParser, ConfigReadWrite import copy from interruptingcow import timeout import logging import time import json import unittest...
############################################################################### # Copyright (c) 2006-2016 Franz Inc. # All rights reserved. This program and the accompanying materials # are made available under the terms of the Eclipse Public License v1.0 # which accompanies this distribution, and is available at # htt...
import re from multiprocessing import Pool import pandas as pd # NOTE: grc_seqs uses GENCODE. I should probably switch to GRCm38_98 as on the server.. from moritzsphd.data import (ensembl_release, grc_annotation, grc_seqs, mirbase_seqs, special_normalized_mirnas) from moritzsphd.mirna_targ...
# -*- coding: utf-8 -*- # # osc2rtmidi/midiio.py # """Asynchroneous MIDI input / output framework.""" import logging import multiprocessing import threading import time from operator import attrgetter try: import Queue as queue except ImportError: # Python 3 import queue try: StandardError except Na...
# In[]: import numpy as np from gridworld import GridWorld # In[]: env = GridWorld(3, 4) state_matrix = np.zeros((3,4)) # this is the charging station state_matrix[0, 3] = 1 # this is the staircase state_matrix[1, 3] = 1 # this is the invalid state state_matrix[1, 1] = -1 reward = np.full((3,4), -0.04) # this is th...
"""Tests for rio_tiler_crs.""" import os import morecantile import pytest from rasterio.crs import CRS from rio_tiler.errors import TileOutsideBounds from rio_tiler_crs import COGReader from rio_tiler_crs.cogeo import geotiff_options COG_PATH = os.path.join(os.path.dirname(__file__), "fixtures", "cog.tif") COG_CMAP...
import modeli import datetime MAX_REZULTATOV_ISKANJA = 15 def izberi_moznost(moznosti): """ Funkcija, ki izpiše seznam možnosti in vrne indeks izbrane možnosti. Če na voljo ni nobene možnosti, izpiše opozorilo in vrne None. Če je na voljo samo ena možnost, vrne 0. >>> izberi_moznost(['jabolko'...
from __future__ import annotations from dataclasses import dataclass from typing import Callable, Dict, Iterator, Sequence, TypeVar, Optional, Tuple from context_manager_patma import derive, register from . import entity_types as et import html import json R = TypeVar("R", bound="HtmlRender") class HtmlRender: ...
''' @article{LF-DFnet, author = {<NAME> and <NAME> <NAME> and <NAME> and <NAME> and <NAME>}, title = {Light Field Image Super-Resolution Using Deformable Convolution}, journal = {IEEE Transactions on Image Processing}, volume = {30), pages = {1057-1071}, year = {2021}, } ''' import torch import to...
from abc import ABC import torch_geometric as pyg import torch import torch.nn.functional as F import torch.nn as nn import torch_geometric.nn as gnn import torch_geometric.data as tgd from torch_geometric.data import InMemoryDataset import torch_geometric.utils as utils from torch.autograd.function import Fun...
#!/usr/bin/env python import argparse import contextlib import os import pandas as pd import select import shlex import subprocess as sp import time from pathlib import Path from typing import Optional def memory_t(value): if isinstance(value, int): return value elif value.lower().endswith("g"): ...
# Copyright 2018 <NAME> # 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 writing, software ...
import random import sys import re import os sys.setrecursionlimit(1000000) def get_random_str(randomlength=16): random_str = '' base_str1 = 'ABCDEFGHIGKLMNOPQRSTUVWXYZabcdefghigklmnopqrstuvwxyz' base_str = 'ABCDEFGHIGKLMNOPQRSTUVWXYZabcdefghigklmnopqrstuvwxyz0123456789' length1 = len(base_str1) - 1 ...
# Create your views here. import json import logging import re from smtplib import SMTPRecipientsRefused import cStringIO as StringIO from cgi import escape from django import forms from django.contrib.admin.views.decorators import staff_member_required from django.contrib.sites.models import Site from django.core.url...
# -*- coding:utf-8 -*- """ ------------------------------------------------------------------------------- Project Name : ESEP File Name : get_obs_data.py Start Date : 2021-10-08 11:5...
import json from django.db import IntegrityError from dlkit.runtime.errors import * from dlkit.runtime.primitives import Type from rest_framework.response import Response from rest_framework.renderers import BrowsableAPIRenderer from utilities import assessment as autils from utilities import general as gutils from...
""" kr_helper_funcs.py - generic helper functions that can be used across Tensorflow & Keras DL code @author: <NAME> Use this code at your own risk. I am not responsible if your computer explodes of GPU gets fried :P Usage: - to import functions from this module, copy the py file to your project folder - impo...
import os import six import sys import math import ntpath import random import argparse import threading import numpy as np import tensorflow as tf from datetime import datetime def _int64_feature(value): """Wrapper for inserting int64 features into Example proto.""" if not isinstance(value, list): va...
import os import sys import time import torch import torch.nn as nn import torch.backends.cudnn as cudnn import torch.optim.lr_scheduler as schedule from tqdm import tqdm as tqdm from util import * from model import create_model import data_loader from collections import OrderedDict def train(config, train_loader, e...
# This code is part of Qiskit. # # (C) Copyright IBM 2018, 2021. # # This code is licensed under the Apache License, Version 2.0. You may # obtain a copy of this license in the LICENSE.txt file in the root directory # of this source tree or at http://www.apache.org/licenses/LICENSE-2.0. # # Any modifications or derivat...
""" move """ from __future__ import absolute_import, division, print_function import logging from PySide import QtGui from mcedit2.command import SimpleRevisionCommand from mcedit2.editortools import EditorTool from mcedit2.imports import PendingImportNode, PendingImport from mcedit2.rendering.scenegraph import ...
import pandas as pd from pptx import Presentation from pptx.dml.color import RGBColor from pptx.dml.line import LineFormat from pptx.enum.dml import MSO_LINE from pptx.enum.text import MSO_ANCHOR from pptx.enum.text import PP_ALIGN from pptx.util import Inches from pptx.util import Pt from pptx.oxml.xmlchemy import Ox...
import io import os.path import sys import PIL.Image from PIL import Image import caffe import numpy as np import scipy.ndimage as nd from google.protobuf import text_format import ai_integration # a couple of utility functions for converting to and from Caffe's input image layout def preprocess(net, img): # p...
import unittest import textwrap from collections import defaultdict class TrackCallbacks(object): kv_pre_events = [] '''Stores values added during the pre event dispatched callbacks. ''' kv_applied_events = [] '''Stores values added during the applied event dispatched callbacks. ''' kv_...
#!/usr/bin/env python # coding: utf-8 import argparse from fastai.vision import * from tqdm import tqdm from pathlib import Path import pandas as pd import os import sys from fastai.callbacks import CSVLogger from torch import einsum # suppress anoying and irrelevant warning, see https://forums.fast.ai/t/warnings-wh...
import os import torch import torchvision import torchvision.transforms as transforms import math import torch.optim as optim #import torch.optim.lr_scheduler as lr_scheduler import matplotlib matplotlib.use('Agg') import matplotlib.pyplot as plt import matplotlib.gridspec as gridspec import numpy as np from torch.auto...
import re import json class CData: def __init__(self): self.m_data="" def Add(self, add): """Gets a string that is added to m_data Args: add: value that is added to m_data """ self.m_data += str(add) def LoadData(self, data): """Takes rtf file as a string and...
import cv2 import numpy as np from sklearn.neighbors import NearestNeighbors def nearest_neighbor(src, dst): ''' Find the nearest (Euclidean) neighbor in src for each point in dst Input: src: template points dst: destination points Output: distances: Euclidean distances of the ...
""" ============================================== Composite, Composer, and MetaComposer Classes ============================================== """ import abc import copy from typing import Dict, Any, Optional, Iterable, List from vivarium.core.process import ( _override_schemas, assoc_in, _get_parameters, Proces...
import os from cs50 import SQL from flask import Flask, flash, redirect, render_template, request, session from flask_session import Session from tempfile import mkdtemp from werkzeug.exceptions import default_exceptions, HTTPException, InternalServerError from werkzeug.security import check_password_hash, generate_pa...
import csv from django.contrib import messages from django.contrib.auth.mixins import LoginRequiredMixin from django.contrib.messages.views import SuccessMessageMixin from django.core.exceptions import PermissionDenied from django.db.models import Q from django.http import HttpResponse, HttpResponseRedirect from djang...
from flask import Flask, request, Response, abort, redirect import os import requests import logging import json import re import sys from time import sleep app = Flask(__name__) format_string = '%(asctime)s - %(name)s - %(levelname)s - %(message)s' logger = logging.getLogger('freshdesk-rest-service') # Log to stdout...
''' Copyright 2017-present, Airbnb 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 or agreed to in writing, sof...
import numpy as np import ot #import ot.plot from ot_utils import * #from extract_pos import * import pandas as pd from tqdm import tqdm ''' User input : - filename : name of the csv with input - dt_max : maximal frame separation between things we want to connect - epsilon : coefficient of the entropic regularizati...
import random from decimal import Decimal from django.shortcuts import get_object_or_404, render from django.http import HttpResponse, HttpResponseRedirect, HttpResponseForbidden from django.template import loader from .models import Event, Pledge from .users.models import User from .models import Event from django.ht...
# ------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for # license information. # -------------------------------------------------------------------------- from ..co...
import pandas as pd from datetime import date, timedelta import calendar from itertools import product from typing import * __all__=[ "Time", "GroupBy", "AssistCol", "Others", ] class Time: @classmethod def next_month_date(cls, cur_date: date, step: int): ''' 得到一年内的下一个月头的日期 ...
import re from luna.wrappers.base import MolWrapper from luna.util.default_values import MIN_FDEF_FILE from luna.util.exceptions import FingerprintNotCreated, IllegalArgumentError from rdkit.Chem.Fingerprints import FingerprintMols from rdkit.Chem import MACCSkeys from rdkit.Chem.AtomPairs import Pairs, Torsions from...
from cone.app.browser.ajax import ajax_continue from cone.app.browser.ajax import ajax_message from cone.app.browser.ajax import AjaxAction from cone.app.browser.form import Form from cone.app.browser.form import YAMLForm from cone.app.browser.layout import ProtectedContentTile from cone.app.browser.settings import Set...
import glob import os import numpy as np from moviepy.editor import * import librosa import soundfile as sf import argparse import numpy as np import os import sys import time from tqdm import tqdm from collections import OrderedDict import torch import torch.nn as nn import torch.nn.functional as F from torch.utils....
# -*- coding: utf-8 -*- """ Created on Fri Dec 18 21:51:41 2015 @author: SW274998 """ import pdb import dateutil.relativedelta from nsepy.commons import * import ast import json import io from bs4 import BeautifulSoup from nsepy.liveurls import quote_eq_url, quote_derivative_url, option_chain_url, futures_chain_url, h...
import os import time import json import zipfile import argparse import numpy as np import pandas as pd import cv2.cv2 as cv2 from progressbar import * class csv_to_coco(object): def __init__(self): print('the process of the function: \ _image & _categories --> _annotation --...
import datetime import math import pytz import re import time from django.conf import settings from django.core.mail import EmailMessage from django.core.management.base import BaseCommand import pandas as pd from bs4 import BeautifulSoup from selenium import webdriver from ...models import Gateway, Query, Sensor, T...
from datetime import datetime, timedelta from django.db import connection from django.db.models import Sum, Count, Q from django.shortcuts import get_object_or_404, redirect import jingo from babel import numbers from tower import ugettext as _ import amo from addons.models import Addon from amo.decorators import lo...
from __future__ import annotations import argparse import collections import logging import operator import time from concurrent.futures import ThreadPoolExecutor from dataclasses import dataclass from typing import Optional, List, AnyStr, Iterator from btrfslime.scantree import iterate_files from . import btrfs from...
import asyncio import random import requests from bs4 import BeautifulSoup import lxml import re import urllib from urllib.parse import urlparse import pathlib import os import logging import signal import urllib from crawly.identifier import Identified from crawly.parser import Parsed from crawly.downloader import D...
# measure version 1.9.1s from measure import npfarray,pltext,plt,sqrt,expreg,val,linreg,tbl,lst,exp,mv,dtot_mv # Aufgabe 2 ug_5min = 120 ug_5min_err = sqrt(ug_5min) ug_1s = ug_5min / (5 * 60) ug_1s_err = ug_5min_err / (5 * 60) print('\nAufgabe 2:\n') print(val(ug_1s,ug_1s_err,name='Untergrund / s')) # Aufgabe 3 t = ...
#!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Created on Sat Jan 9 13:55:53 2021 @author: Clement """ import pandas import geopandas as gpd import numpy import os import sys import datetime sys.path.append(os.path.dirname(os.path.dirname(os.path.realpath(__file__)))) from gen_fct import file_fct from gen_fct im...
# ============================================================================== # 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...
import sys import xml.etree.ElementTree as ET import requests import csv import time import ping3 import getpass import threading #Ignores SSL warnings requests.packages.urllib3.disable_warnings() #Function to authenticate fw with user/pw provided and obtain the API key def authenticate(fwip, user, pw): #Calls t...
import csv import logging from contextlib import closing from pathlib import Path from shutil import rmtree from typing import Any, Generator, Tuple import dbcat.settings import pytest from dbcat.api import catalog_connection_yaml, init_db, scan_sources from dbcat.catalog.catalog import Catalog from pytest_cases impor...
#!/usr/bin/env python3 """ Copyright 2018 <NAME> (<EMAIL>) https://github.com/rrwick/Bacsort This merges Bacsorted assemblies into a Kraken library build. This file is part of Bacsort. Bacsort is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by ...
# -*- coding: utf-8 -*- # Licensed under a 3-clause BSD style license - see LICENSE.rst from __future__ import (absolute_import, division, print_function, unicode_literals) import numpy as np from ... import units as u from ..distances import Distance from .. import transformations as t from ...
# Stores all functions for the single experiment (within-subject) analyses # testing the relationship between vividness and memory attributes # <NAME> - September 2021 ######################################### # imports: ----------------------------- # import pandas as pd import numpy as np import matplotlib.pyplot ...
from __future__ import annotations from typing import Iterator import contextlib import os import platform from pathlib import Path from . import commands from .log import ( RuntimeMetadata, LogEntry, Log, ) from .commands import ( Metadata, Command, BiotekCmd, Checkpoint, Duration,...
import torch from torch import nn, optim import torch.nn.functional as F from torchvision import datasets, transforms, models from PIL import Image import pandas as pd import numpy as np import matplotlib.pyplot as plt from collections import OrderedDict def load_datasets(data_dir): ''' Load traini...
# Copyright (c) 2013 <NAME> # # 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 writing, softw...
""" Author: <NAME>, <NAME>, <NAME> common.py contains some function that will be used on classifiers Data: a class to read data predict: infer data from model compare_result: compare inference result and label draw_image: draw debug image gen_data: generate data from inference result ...
"""This module controls everything to do with storing, editing, displaying, and destroying shortcuts (or aliases) to tags.""" import sys import argparse from typing import Tuple, List from halo import Halo # extremely important from inputfuncs.input_reader import ( read_lines_into_dict ) def create_tag_shortc...
from rest_framework import serializers from rest_framework.response import Response from rest_framework.decorators import api_view from rest_framework import status from rest_framework.views import APIView # from rest_framework import mixins from rest_framework import generics from rest_framework import viewsets from ...
#<NAME> RECURSION import random,copy, statistics, timeit, threading, math, time from math import * import numpy as np import matplotlib.pyplot as plt import queue as Queue from graphics import * #ones that didnt work #cm150a #cc #twocm print("BB Partitioning") files = ['cm82a.txt', 'con1.txt', 'z4ml.t...
import logging import dataclasses import pprint import torch from torch import optim import torch.cuda import torch.utils.data import torch.nn as nn import torch.multiprocessing as mp from torch.utils.collect_env import get_pretty_env_info from torch.utils.tensorboard import SummaryWriter from pyhocon import ConfigTre...
from rest_framework.authtoken.models import Token from rest_framework.response import Response from rest_framework import status from django.contrib.auth.forms import UserCreationForm from django import forms from django.db import models from django.core import serializers from django.contrib.auth.models import User fr...
# -*- coding: utf-8 -*- """Main module.""" from __future__ import absolute_import import json from datetime import date, datetime import dateutil from toolspy import is_int, is_number from decimal import Decimal import six def instance_of(item, type_): """This method is an enhanced version of isinstance It...