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#!/usr/bin/env python3 # -*- coding: latin-1 -*- import argparse import os.path import encodedcc import sys EPILOG = ''' Script to fix the controlled_by backfill problems This is a dryrun default script, run with '--update' to PATCH data Useage: %(prog)s --infile MyFile.txt %(prog)s --infile ENCSR000AAA ...
""" Generates the regret plot for an experiment. Includes the regret curves for the random policy, conventional algorithms like SW-UCB, and the default and best neural bandits. Usage: $ python3 regret_analysis.py experiment_folder/ With no additional flag this takes the 'best' rnn and ffnn po...
from argparse import ArgumentError import os import numpy as np import gym # import cv2 import matplotlib.pyplot as plt gym.logger.set_level(40) os.environ['GYM_CONFIG_CLASS'] = 'Train' os.environ["global_timeout"] = "1000" os.environ["global_experiment_number"] = "1" os.environ["global_dataset_name"] ...
""" Usage: 1. training python run_this.py --action='train'\ -p ./train -v ./val 2. prediction python run_this.py --action='predict'\ -p /test/**.jpg """ import time import json import argparse import sys sys.path.append('..') from model.mobilenet import MobileNet import numpy as np import cv2 import os from ke...
import collections import json from django.conf import settings from django.contrib import messages from django.contrib.admin.models import LogEntry, ADDITION as ADDITION_LOG_ENTRY from django.core.cache import cache from django.db import models from django.urls import reverse_lazy from django.utils.formats import dat...
# Importing Libraries import pathlib import warnings from sklearn.model_selection import train_test_split from tqdm import notebook import time import numpy as np import pandas as pd from sklearn.ensemble import * from sklearn.preprocessing import StandardScaler import socket from sklearn.ensemble import A...
import numpy as np from scipy.interpolate import interp1d from scipy.integrate import trapz from astropy import units as u, constants as c, table as t from speclite import filters import astropy.io from warnings import warn l_eff_d = {'r': 6166. * u.AA, 'i': 7480. * u.AA, 'z': 8932. * u.AA} l_wid_d = {'r': 550. * ...
# Copyright 2021 Sony Group 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 to ...
import pytest import io from megastone import BufferMemory, ARCH_ARM, SegmentMemory, Memory, ISA_X86, MemoryAccessError, AccessType, ARCH_X86, MegastoneError, MappableMemory, Access from .conftest import TEMP_FILE_DATA SEG_NAME = 'seg' SEG_ADDRESS = 0x1000 SEG_SIZE = len(TEMP_FILE_DATA) INITIAL_DATA = b'A' * SEG_S...
#!/usr/bin/env python # -*- coding: utf-8 -*- # Copyright 2021 Cloudera, 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/LIC...
"""Tests for the templatetags of the ``project-kairos`` project.""" from mock import Mock, patch from django.contrib.contenttypes.models import ContentType from django.template import Context, Template from django.test import RequestFactory, TestCase from .factories import SiteFactory from ..templatetags import libs_...
# -*- coding: utf-8 """ This module is designed to hold functions for visualization. This file is part of project dhnx (). It's copyrighted by the contributors recorded in the version control history of the file, available from its original location: SPDX-License-Identifier: MIT """ import logging from collections ...
# -*- coding: utf-8 -*- import gsxws import phonenumbers from django import forms from datetime import date from django.conf import settings from django_countries import countries from django.core.validators import RegexValidator from django.utils.safestring import mark_safe from django.utils.translation import ugett...
### clue-thermal-camera v0.6 ### Thermal camera display on CLUE or PyPortal ### This plots an 8833 8x8 thermal infrared sensor on the CLUE ### using ulab to interpolate the image ### Tested with an Adafruit CLUE (Alpha) and CircuitPython and 5.3.0 ### and PyPortal and 5.3.1 ### copy this file to CLUE board as code.py...
'''Focal Related Utilities''' import re import warnings from numba import prange import numpy as np from xarray import DataArray from xrspatial.utils import ngjit from xrspatial.utils import lnglat_to_meters warnings.simplefilter('default') DEFAULT_UNIT = 'meter' # TODO: Make convolution more generic with numba ...
import argparse import unicodedata from utils.tools import read_data, write_data def convert_to_unicode(text): """Converts `text` to Unicode (if it's not already), assuming utf-8 input.""" if isinstance(text, str): return text elif isinstance(text, bytes): return text.decode("utf-8", "ign...
""" Row Level Permissions for FastAPI This module provides an implementation for row level permissions for the FastAPI framework. This is heavily inspired / ripped off the Pyramids Web Framework, so all cudos to them! extremely simple and incomplete example: from fastapi import Depends, FastAPI from fastapi....
# -*- coding: utf-8 -*- """ Created in January 2020 @author: <NAME> (<EMAIL>) [DL-course: Utilitary functions for exercise 1] """ import time import numpy as np import tensorflow as tf import matplotlib.pyplot as plt # Colors for plots colors = ["b", "r", "g", "o", "p"] def plot_2d_dataset( points_trainin...
from model import * from dataset import * from common import * import os os.environ['CUDA_VISIBLE_DEVICES'] = '3' # # def load_pretrain(net, pretrain_file): # # #raise NotImplementedError # print('\tload pretrain_file: %s'%pretrain_file) # pretrain_state_dict = torch.load(pretrain_file) # state_dict =...
import os import sys import cv2 import argparse import glob import math import numpy as np import matplotlib.pyplot as plt from skimage import draw, transform from scipy.optimize import minimize from scipy.optimize import least_squares import objs import utils #fp is in cam-ceil normal, height is in ca...
""" Sampling in 1D =============================== We discuss the performances of several Monte Carlo samplers on a toy 1D example. """ ###################### # Introduction # ------------------- # # First of all, some standard imports. import numpy as np import torch from matplotlib import pyplot as plt plt.rcPar...
"""Measurement model class.""" from __future__ import annotations from abc import abstractmethod from collections.abc import Sequence from typing import Optional, cast from packaging.version import InvalidVersion, Version from model.metric import Metric from model.source import Source from server_utilities.function...
# Copyright (c) 2020 UT Longhorn Racing Solar import curses import textwrap import time import battery import ADC import Lights import CAN import SPI import Strobelight import Fans import WDTimer import PLL import I2C import logging import config import Timer import os import sys import traceback # Global configura...
import glob import logging import os import re import shutil import subprocess import tempfile from boto.s3.key import Key from boto.s3.connection import S3Connection """ The functions below are minimal Python wrappers around Ghostscript, Tika, and Tesseract. They are intended to simplify converting pdf files into u...
# This file is part of rinohtype, the Python document preparation system. # # Copyright (c) <NAME>. # # Use of this source code is subject to the terms of the GNU Affero General # Public License v3. See the LICENSE file or http://www.gnu.org/licenses/. import os from os import path import docutils from docutils.nod...
# -*- coding: utf-8 -*- # Copyright 2014 Google Inc. All rights reserved. # # Modifications Copyright (C) 2018 HeiGIT, University of Heidelberg. # # # 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...
import six import unittest import warnings from scrapy.settings import Settings, SettingsAttribute, CrawlerSettings from tests import mock from . import default_settings class SettingsAttributeTest(unittest.TestCase): def setUp(self): self.attribute = SettingsAttribute('value', 10) def test_set_gre...
from ..workflow_obj import workflow_obj from ..writer import save_epi_csv, save_csv from ..formatter import add_cols, cap_all, format_sex, unkwn import datetime class WorkflowObj6(workflow_obj): # constructor def __init__(self): self.id = "WF_6" # methods def get_json(self): super().g...
# 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 # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
#!/usr/bin/env python # Libs from dotenv import load_dotenv from flask import Flask, jsonify, abort, request, make_response from pymongo import MongoClient, ReturnDocument from flask_httpauth import HTTPBasicAuth from flask_limiter import Limiter from flask_limiter.util import get_remote_address from string import hex...
import numpy as np import mathutils import itertools class Environment: def __init__(self, dimension, num_peaks, initial_angle): self.H = np.zeros((dimension, num_peaks)) self.W = np.zeros((dimension, num_peaks)) self.C = np.zeros((dimension, num_peaks)) self.S = 2 # initial angle ...
# Lint as: python3 """Utility class and function for tests.""" import collections import itertools import re import sys import tokenize from pytype import compat from pytype import errors from pytype import state as frame_state from pytype.pyc import loadmarshal from pytype.pyc import opcodes import six import unit...
# Copyright (c) 2009-2012 <NAME>. See LICENSE for details. import sys from gevent.hub import greenlet, getcurrent, get_hub, GreenletExit, Waiter, PY3, iwait, wait from gevent.timeout import Timeout from collections import deque __all__ = ['Greenlet', 'joinall', 'killall'] class SpawnedLink(ob...
from IMLearn.learners.classifiers import Perceptron, LDA, GaussianNaiveBayes from typing import Tuple from utils import * import plotly.graph_objects as go from plotly.subplots import make_subplots import plotly.express as px from math import atan2, pi pio.templates.default = "simple_white" def load_dataset(filename...
import json import sys from functools import lru_cache from itertools import tee from pathlib import Path from typing import Any, Dict, Iterator, List, Mapping, Optional import requests import yaml from hexbytes import HexBytes from importlib_metadata import PackageNotFoundError, packages_distributions from importlib_...
import logging from io import StringIO from typing import Union from asyncio import TimeoutError import discord from discord.ext import commands from bot import constants from bot.cogs.utils.embed_handler import authored, failure, success, info from bot.cogs.utils.checks import check_if_it_is_tortoise_guild from bot....
import os import tensorflow as tf from tensorflow.keras.layers import GlobalAveragePooling2D, GlobalMaxPooling2D, Flatten, Dropout from tensorflow.keras import regularizers import dku_deeplearning_image.dku_constants as constants from dku_deeplearning_image.keras_applications import APPLICATIONS import threading impo...
#coding=utf-8 from __future__ import absolute_import from __future__ import division from __future__ import print_function import os import sys import argparse import shutil import numpy as np import PIL.Image as Image import tensorflow as tf import pandas as pd import retrain as retrain from count_ops import load_...
""" Tools for data visualization. """ import abc import collections import json import textwrap import warnings import dh.utils import dh.data try: from matplotlib import pyplot as plt PLT_ERROR = None except ImportError as e: plt = None PLT_ERROR = e ### #%% ### def scatter(xs, ys, labels=None, ...
"""Weave""" # pylint: disable= no-member, arguments-differ, invalid-name import dgl.function as fn import torch import torch.nn as nn import torch.nn.functional as F __all__ = ['WeaveGNN'] # pylint: disable=W0221, E1101 class WeaveLayer(nn.Module): r"""Single Weave layer from `Molecular Graph Convolutions: Moving...
from __future__ import absolute_import from __future__ import division from __future__ import print_function import os import sys import tarfile import cv2 import copy import numpy as np import tensorflow as tf from utils.curve import points_to_heatmap_rectangle_68pt from six.moves import xrange from six.moves import...
from __future__ import print_function, division, absolute_import from fontTools.misc.py23 import * from fontTools.misc import sstruct from fontTools.misc.textTools import safeEval from itertools import * from functools import partial from . import DefaultTable from . import grUtils import struct, operator, warnings G...
import os import random import logging import time from unicards import unicard # 0:s, 1:h, 2:d, 3:c (-1: None) # 0:2, 1:3, ..., 8:T, 9:J, 10:Q, 11:K, 12:A (-1: None) S = 0 H = 1 D = 2 C = 3 RANK_TO_CARD = { 0: 2, 1: 3, 2: 4, 3: 5, 4: 6, 5: 7, 6: 8, 7: 9, 8: 'T', 9: 'J', 1...
#!/usr/bin/python # Copyright (c) 2017 Alibaba Group Holding Limited. <NAME> <<EMAIL>> # GNU General Public License v3.0+ (see COPYING or https://www.gnu.org/licenses/gpl-3.0.txt) # # This file is part of Ansible # # Ansible is free software: you can redistribute it and/or modify # it under the terms of the GNU General...
import os from os import listdir from tqdm import tqdm import json from collections import Counter import itertools import random import pandas as pd import numpy as np from sklearn.decomposition import PCA import tensorflow as tf import tensorflow_hub as hub import networkx as nx def get_papers_dict(areas:list, yea...
#!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Contains the base objects for use when creating a sanitizer using PyCIRCLean. Subclass or import from FileBase/KittenGroomerBase and implement your desired behavior. """ import os import hashlib import shutil import argparse import stat import traceback from pathlib...
import io import zipfile import urllib.request import warnings from itertools import chain from typing import List, Tuple import pandas from Bio.SeqUtils import ProtParam from mzqc import MZQCFile as mzqc from qccalculator import utils """ Calculate id based metrics from MaxQuant result files """ def loadMQZippedR...
import logging import os import os.path import galaxy.tools.parameters.basic import galaxy.tools.parameters.grouping from galaxy.tool_util.verify.interactor import ToolTestDescription from galaxy.util import ( string_as_bool, string_as_bool_or_none, unicodify, ) try: from nose.tools import nottest ex...
#!/usr/bin/env python3 # T42 Teletext Stream to In-vision decoder # # Copyright (c) 2020 <NAME> # # 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 limit...
# Copyright 2012 The Swarming Authors. All rights reserved. # Use of this source code is governed by the Apache v2.0 license that can be # found in the LICENSE file. """This module defines Isolate Server frontend url handlers.""" import datetime import webapp2 from google.appengine.api import users import acl impo...
from jinja2 import Environment, FileSystemLoader import json import os import shutil from datetime import datetime from fuzzyset import FuzzySet import os currentDir = os.getcwd() VARS = { "site-detail":os.path.normpath(currentDir+"/database/site-detail.json"), "gallery":os.path.normpath(currentDir+"/database...
import pytest import requests import base64 import time from .common import random_test_name from .common import get_user_client_and_cluster from .common import create_project_and_ns from .common import get_project_client_for_token from .common import create_kubeconfig from .common import wait_for_app_to_active from .c...
import math import gpxpy import gpxpy.gpx from . import maplib_sip as maplib_sip from .errors import MapLibError, FileLoadError, FileOpenError, FileParseError class GPSData: """GPS data backend""" def __init__(self, fname): """Load GPS data from a file or pass a GPX object directly""" self....
from skimage import metrics from torchvision.transforms import InterpolationMode from torchvision import transforms import cfg import os import numpy as np import torch import cv2 from PIL import Image class Point(object): def __init__(self, x=0, y=0): self.x = x self.y = y class Line(object): ...
import numpy as np import scipy.special as ss import scipy.signal as ss2 import scipy from numpy import abs, sin, cos, real, exp, pi, sqrt def psi_s(z, x, beta): """ 2D longitudinal potential Eq. (23) from Ref[1] with no constant factor (e*beta**2/2/rho**2). Ref[1]: <NAME> and <NAME>, PRAB 23, 014402 ...
#!/usr/bin/env python3 """ Wi-Fi Machine-in-the-Middle - command line interface Automation of MitM Attack on WiFi Networks Bachelor's Thesis UIFS FIT VUT <NAME> 2016 """ import argparse import logging import subprocess import sys import time import warnings from enum import Enum, unique from pprint import saferepr fr...
import json from typing import Any, ClassVar, Dict, Iterable, List, Tuple import attr from ...parameters import Parameter from .converter import to_json_schema_recursive @attr.s(slots=True, eq=False) class OpenAPIParameter(Parameter): """A single Open API operation parameter.""" example_field: ClassVar[str...
# -*- coding: utf-8 -*- """ Created on Tue Apr 28 21:21:23 2020 @author: Matt """ from wasserplan import Pair # Python tools for output, directory management, and graph management from functools import partial import geopandas as gpd from networkx import is_connected, connected_components #gerry chain...
# # This file is implemented based on the author code of # Lee et al., "A simple unified framework for detecting out-of-distribution samples and adversarial attacks", in NeurIPS 2018. # import os import torch import numpy as np def compute_confscores(model, test_loader, outdir, id_flag): total = 0 if id_fl...
"""pypyr step that runs another pipeline from within the current pipeline.""" import logging from pypyr.context import Context from pypyr.errors import (ContextError, ControlOfFlowInstruction, KeyInContextHasNoValueError, KeyNotInContextError...
################################################################################################### # Python Script for copying SW packages # Author : <NAME> # Requires Python 3.4, BeautifulSoup library # # CHANGELOG # v2.9 - 20150623 Modified regex to have additional branches # v2.8 - 20150603 Modified regex to hav...
# -------------------------------------------------- # Name: Jessica # Program: CelticaJM.py # -------------------------------------------------- # Program purpose: part 2 of the Celtica Game from graphics import * import random ## to jump to display/gui-related functions and settings, search "GUI settings" ## to...
# -*- coding: utf-8 -*- # ProDy: A Python Package for Protein Dynamics Analysis # # Copyright (C) 2010-2012 <NAME> # # This program is free software: you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation, either version 3 of the Licen...
from fastapi import FastAPI, APIRouter, HTTPException from fastapi.middleware.cors import CORSMiddleware import uvicorn from fastapi_utils.tasks import repeat_every from app.api import predict, viz, getdata from pydantic import BaseModel, Field, validator import pandas as pd import praw import os import requests from...
# Copyright (C) 2021 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 or agreed to in writing, ...
#!/usr/bin/python3 import numpy as np from pathlib import Path import pdb import torch from mseg.utils.names_utils import ( load_class_names, get_universal_class_names, get_classname_to_dataloaderid_map ) from mseg.utils.tsv_utils import read_tsv_column_vals from mseg.taxonomy.taxonomy_converter import ( parse_e...
# Copyright 2018 Google LLC. # # 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 and the following disclaimer. # #...
import json import os import keras import matplotlib.pyplot as plt import numpy as np import pandas as pd import requests from keras.layers import Dropout, Dense, LSTM, TimeDistributed from keras.models import Sequential from sklearn.preprocessing import normalize, MinMaxScaler """ Created by <NAME> on 7/25/18. ...
"""Forward and back projector for PET data reconstruction""" import logging import cuvec as cu import numpy as np from .. import mmraux from ..img import mmrimg from . import petprj log = logging.getLogger(__name__) ISUB_DEFAULT = np.array([-1], dtype=np.int32) # ====================================================...
from __future__ import print_function import pickle import os.path import email import httplib2 import logging import tweepy import json from base64 import urlsafe_b64decode from googleapiclient.discovery import build from google_auth_oauthlib.flow import InstalledAppFlow from google.auth.transport.requests import Requ...
# File: qintelqwatch_helper.py # # Copyright (c) 2009-2021 Qintel, 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 b...
import glob import os import sys import random import argparse from stable_baselines3 import PPO # pip install stable-baselines3 from stable_baselines3.common.callbacks import EvalCallback from stable_baselines3.common.utils import set_random_seed, get_schedule_fn from stable_baselines3.common.vec_env import SubprocV...
import kfac import CustomOp as co import RL_farmwork.experience_replay as rl from models.official.resnet.cifar10_main import * from models.official.resnet.cifar10_main import input_fn, _WEIGHT_DECAY, _NUM_IMAGES from train_val.problems import * def get_filenames(training_type, data_dir): """Returns a list of fil...
#!/usr/bin/env python import argparse import csv import io import json import logging import os from dataclasses import dataclass, field from math import ceil from typing import Optional, Union, Any from dap_orchestration.types import DapSurveyType from gcsfs.core import GCSFileSystem log = logging.getLogger(__name_...
""" " Tests for evaluator.py """ import pytest from ..src import playingcard as pc from ..src import evaluator as ev from . import tools @pytest.fixture def ace(): return pc.PlayingCard('A', 's') def test_iswheel_A234_returnsFalse(): cards = tools.to_cards(['As', '2c', '3d', '4d']) assert ev.is_whee...
# -*- coding: UTF-8 -*- import copy import csv import os import sys import traceback def get_filepath(type, nickname): """获取结果文件路径""" file_dir = os.path.split( os.path.realpath(__file__))[0] + os.sep + 'weibo' + os.sep + nickname if type == 'img' or type == 'video': file_dir = file_dir + ...
from typing import Dict, TypeVar, Optional, List, Tuple from datetime import datetime from os import path, getcwd from shutil import copyfileobj from posixpath import join as urljoin import requests def day_of_year(dt: datetime) -> int: """ Gets the day of the year from a datetime as an int :param dt: d...
import numpy as np import datetime import matplotlib.pyplot as plt def createnosignaldata(n, d): """ Data points are random Gaussian vectors. Class labels are random and uniform """ X_train = np.random.normal(0, 1, (n, d + 1)) X_train[:, d] = np.sign(X_train[:, d]) X_holdout = np.rando...
import random import heapq as hp import numpy as np import time def generate_instance(graph_type, graph_generator_inputs, demand_generator_inputs): # this function generates an intances according to the asked caracteristics : # - first a graph is generated : a grid graph or a random graph # - then commodit...
#! /usr/bin/env python3 import re import sys import os import subprocess import time import json import logging import smtplib import datetime import glob from email.mime.text import MIMEText from email.mime.multipart import MIMEMultipart from email.mime.application import MIMEApplication def log_rotation(config): ...
# Copyright 2022 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, ...
import os import sys import xesmf as xe import xarray as xr import numpy as np import pandas as pd import math from dask.diagnostics import ProgressBar class color: PURPLE = '\033[35m' CYAN = '\033[36m' BLUE = '\033[34m' LBLUE='\033[94m' GREEN = '\033[32m' LGREEN='\033[92m' YELLOW = '\033[33m' ...
"""Utility functions used across hydrolink modules. Author ---------- <NAME>: <EMAIL> """ # Import packages import geopandas as gpd import pandas as pd from shapely.geometry import Point, LineString import shapely.wkt import re import difflib ##########################################################################...
import re import os import subprocess from datetime import datetime from typing import Dict from urllib.parse import urlparse from .result import ExecResult def _get_path(x): return x["path"] class Nghttp: def __init__(self, path, connect_addr=None, tmp_dir="/tmp"): self.NGHTTP = path ...
# # Classes which help define scenes for a RadioRA installation. These classes are not required to use the functionality # of the package, but they can simplify the declaration of a set of scenes. See the test files for samples. # # Copyright (C) 2017 <NAME> <<EMAIL>> # # SPDX-License-Identifier: MIT """\ Scenes a...
from typing import Optional import torch from detectron2.structures import ImageList from torch import nn from torch.nn import functional as F class SeparableConv(nn.Module): def __init__(self, in_channels, out_channels, kernel_size=3, padding=1): super().__init__() self.depthwise = nn.Conv2d( ...
import random import numpy as np import matplotlib.pyplot as plt import pandas as pd import pickle import seaborn as sns sns.set_style("whitegrid") sns.set_context("paper", rc={"font.size":14,"axes.titlesize":14,"axes.labelsize":14}) import matplotlib as m import matplotlib.pyplot as plt import matplotlib.gridspec ...
from abc import ABC, abstractmethod from enum import Enum from functools import lru_cache import pathlib import subprocess import tempfile import numpy as np from pyschism.mesh.hgrid import Hgrid def C_of_sigma(sigma, theta_b, theta_f): assert theta_b <= 0. and theta_b <= 1. assert theta_f <= 0. and theta_f...
#!/usr/bin/env python """Complement VCF with simple pileup info from BAM files """ __author__ = "<NAME>" __email__ = "<EMAIL>" __copyright__ = "2014 Genome Institute of Singapore" __license__ = "The MIT License" # --- standard library imports # import sys import os import argparse import logging from collections imp...
""" Classification.py """ import os import json import gzip import json import numpy as np from datetime import datetime from sklearn.linear_model import LogisticRegression, SGDClassifier from arxiv_public_data.embeddings.util import load_embeddings, fill_zeros import arxiv_public_data.tests.cocitation_category_feat...
import os, copy, cProfile, pstats, io import numpy as np import gdspy as gp import gds_tools as gdst def profile(fnc): """A decorator that uses cProfile to profile a function""" def inner(*args, **kwargs): pr = cProfile.Profile() pr.enable() retval = ...
#!/usr/bin/env python """ populate_data_request.py Populates the PRIMAVERA-DMT DataRequest table with details from the PRIMAVERA data request spreadsheet. Uses the Google Sheets API: https://developers.google.com/sheets/quickstart/python To load the spreadsheet at: https://docs.google.com/spreadsheets/d/1ewKkyuaUq99H...
#!/usr/bin/env python3 # # -*- coding: utf-8 -*- """ Default package. ________________________________________________________________________________ Created by brightSPARK Labs www.brightsparklabs.com """ # standard libraries import os import sys from pathlib import Path from typing import Dict, Iterable # vendor...
#!/usr/bin/env python # For python 2.6-2.7 from __future__ import print_function # For python2.5 # from __future__ import with_statement from Utilities import * import textwrap class module: def __init__(self, name): # what do we need? self.name = '' self.declarations = [] self.imp...
import asyncio import discord from discord.ext import commands import json class Paginator(discord.ui.View): def __init__(self, entries, color, title, ctx): self.page = 0 self.entries = entries self.color = color self.title = title self.ctx = ctx super().__init__() ...
from __future__ import print_function import unittest from unittest import TestCase import numpy as np from numpy.testing import assert_, assert_raises from numpy.testing import assert_array_equal, assert_array_almost_equal from hmmlearn.utils import normalize from autohmm import tm np.seterr(all='warn') def tes...
# -*- coding: UTF-8 -*- import sys if sys.version_info >= (3, 0): import http.cookiejar as cookiejar import urllib.parse as urllib_parse import urllib.request as urllib_request if sys.version_info < (3, 0): import cookielib as cookiejar import urllib as urllib_parse import urllib2 as urllib_re...
# Copyright (c) 2020, <NAME> (@e-bug). # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. import os import glob import logging import _pickle as cPickle import random import numpy as np import torch from torch.utils.data import Dataset from d...
# -*- coding: UTF-8 -*- # Copyright 2011-2017 <NAME> # License: BSD (see file COPYING for details) from __future__ import unicode_literals from builtins import str from django.db import models from lino.api import dd, rt, _ from lino.modlib.users.mixins import My from lino.modlib.users.desktop import Users from etge...
import json import os import shutil import subprocess import sys import threading import time import urllib.request try: import spotipy import urllib3 from pynput import keyboard from pynput.keyboard import Key, Controller except ImportError: print("DEPENDENCIES NOT INSTALLED!" "\nPlease ...