text
stringlengths
3.07k
12.6k
from collections import namedtuple, ChainMap from contextlib import contextmanager, AbstractContextManager, ExitStack from dataclasses import dataclass import logging import time from types import TracebackType from typing import ( ChainMap as TypingChainMap, Iterator, Mapping, MutableMapping, Optio...
# linux-utils: Linux system administration tools for Python. # # Author: <NAME> <<EMAIL>> # Last Change: June 24, 2017 # URL: https://linux-utils.readthedocs.io """ Atomic filesystem operations for Linux in Python. The most useful functions in this module are :func:`make_dirs()`, :func:`touch()`, :func:`write_content...
""" Defines the class Validator.""" import torch import lattice class Validator: """ Validates the energy of model with variance approximately below the given tolerance. Args (of __init__): model (lattice.Model): the drift to validate Args (of __call__): atol_var (Float): absolute toler...
#!/usr/bin/env python import argparse import gzip from collections import defaultdict import pandas as pd gzopen = lambda f: gzip.open(f, "rt") if f.endswith(".gz") else open(f) def build_tax(tax_file, output): """ Takes in the file to the order level in classification_txt rule and parses those to put t...
#!/usr/bin/python # Copyright: (c) 2018, <NAME> <<EMAIL>> # GNU General Public License v3.0+ (see LICENSE-GPLv3.txt or https://www.gnu.org/licenses/gpl-3.0.txt) # Apache License v2.0 (see LICENSE-APACHE2.txt or http://www.apache.org/licenses/LICENSE-2.0) from __future__ import absolute_import, division, print_function...
# coding=utf-8 # *** WARNING: this file was generated by the Pulumi Terraform Bridge (tfgen) Tool. *** # *** Do not edit by hand unless you're certain you know what you are doing! *** import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import...
#!/usr/bin/env python3 import sys import os import re import math import argparse import pathlib import threading from joblib import Parallel, delayed import pandas as pd # Generate gene array # This function is for joblib parallel def generate_gene_array(line, gene_array): values = line.strip("\n").split("\t"...
import imutils from imutils.perspective import four_point_transform from imutils import contours import numpy as np import cv2 import os import pandas as pd def show_image(image): img = imutils.resize(image, width=600) cv2.imshow('image', img) cv2.waitKey(0) cv2.destroyAllWindows() def remove_edge...
# Copyright 2020 Google LLC, University of Victoria, Czech Technical University # # 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 ...
import sys import torch import numpy as np from math import pi from torch.distributions import Normal, Categorical from .geoml.curve import CubicSpline import math class DistSqKL(torch.autograd.Function): @staticmethod def forward(ctx, net, p0, p1): device = "cuda" if torch.cuda.is_available() else "c...
import numpy as np import pytest from topfarm.tests import npt from topfarm.constraint_components.boundary import PolygonBoundaryComp @pytest.mark.parametrize('boundary', [ [(0, 0), (1, 1), (2, 0), (2, 2), (0, 2)], [(0, 0), (1, 1), (2, 0), (2, 2), (0, 2), (0, 0)], # StartEqEnd [(0, 0), (0, 2), (2, 2), (2...
# Copyright (c) 2018 gevent. See LICENSE for details. # cython: auto_pickle=False,embedsignature=True,always_allow_keywords=False from __future__ import print_function, absolute_import, division import sys import traceback from greenlet import settrace from greenlet import getcurrent from gevent.util import format_r...
import datetime from sys import platform from typing import NamedTuple from urllib.parse import quote from urllib.parse import urlencode mobile = "https://mobile.twitter.com" base = "https://api.twitter.com/2/search/adaptive.json" class SearchParams(NamedTuple): url: str params: list serial_query: str ...
import numpy as np from yt.testing import assert_allclose_units, fake_random_ds, requires_file from yt.units import cm, s # type: ignore from yt.utilities.answer_testing.framework import data_dir_load from yt.visualization.volume_rendering.off_axis_projection import off_axis_projection def random_unit_vector(prng):...
# Copyright 2019 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 applica...
from __future__ import unicode_literals import pytest import mock import os import tempfile import responses from flask import Flask from flask_dance.contrib.jira import make_jira_blueprint, jira from flask_dance.consumer import OAuth1ConsumerBlueprint from flask_dance.consumer.storage import MemoryStorage from oauthl...
from abc import ABC from dataclasses import dataclass from enum import IntEnum from typing import Any, Dict, List, Tuple, Type, Union try: from functools import cached_property except: from backports.cached_property import cached_property import numpy as np from scipy.stats import beta, rv_continuous from co...
# coding=utf-8 # *** WARNING: this file was generated by the Pulumi SDK Generator. *** # *** Do not edit by hand unless you're certain you know what you are doing! *** import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from .. import _utilities from...
import itertools import json import random from abc import ABC from pathlib import Path import torchvision import torchvision.transforms as transforms from torch.utils.data import Dataset as TorchDataset from typing import Callable, List, Iterable, Tuple from deepproblog.dataset import Dataset from deepproblog.query i...
#!/usr/bin/env python # encoding: utf-8 """ @author: <NAME> 刘祥德 @license: (C) Copyright 2019-now, Node Supply Chain Manager Corporation Limited. @contact: <EMAIL> @software: @file: categories.py @time: 2020/8/12 10:46 @version 1.0 @desc: """ import json import os from flask_restplus import Namespace, Resource, reqpar...
# ____ ___ _ _ _____ ___ ____ # / ___/ _ \| \ | | ___|_ _/ ___| _ __ _ _ # | | | | | | \| | |_ | | | _ | '_ \| | | | # | |__| |_| | |\ | _| | | |_| |_| |_) | |_| | # \____\___/|_| \_|_| |___\____(_) .__/ \__, | # |_| |___/ # Config Class # MIT License ...
#!/usr/bin/env python # Note that this should be used with original GALFIT. from glob import glob from astropy.io import fits as pyfits import os, sys, getopt """make_images.py - Create images for galfitm spiralsim test As well as creating singe-band images from the model feedmes, this routine produces mul...
import sys from time import sleep from celery import Celery from fabric import state from fabric.api import cd, local, quiet, run, settings from kombu import Queue from logger import logger from sqlalchemy import create_engine from perfrunner import celerylocal, celeryremote from perfrunner.helpers.misc import log_ph...
import argparse import os import dotenv from spotidl import utils, spotify, downloader, config, exceptions, metadata from . import __version__ # loading .env vars dotenv.load_dotenv() def cli_args() -> argparse.Namespace: """ Contains and parses all command line arguments for the application. """ ...
"""HandleImport transformation takes care of importing user-defined modules.""" from pythran.passmanager import Transformation from pythran.tables import MODULES, pythran_ward from pythran.syntax import PythranSyntaxError import gast as ast import logging import os logger = logging.getLogger('pythran') def add_file...
#-*- coding: utf-8 -*- """ Helper functions / methods / classes """ import os import signal import sys import threading import time import traceback from builtins import input from uuid import uuid4 from voiceplay.logger import logger from .crashlog import send_traceback class Singleton(type): """ Single...
#!/usr/bin/env python """NBConvert is a utility for conversion of IPYNB files. Commandline interface for the NBConvert conversion utility. Read the readme.rst for usage information """ #----------------------------------------------------------------------------- #Copyright (c) 2013, the IPython Development Team. # #...
from __future__ import print_function from __future__ import absolute_import from __future__ import division from compas.geometry.basic import subtract_vectors from compas.geometry.basic import subtract_vectors_xy from compas.geometry.basic import cross_vectors from compas.geometry.basic import cross_vectors_xy...
import os import sys import urllib.request from bs4 import BeautifulSoup import test_parser def remove_empty_lines(s): i = 0 while i < len(s) and s[i] == '\n': i += 1 s = s[i:] i = len(s) - 1 while i >= 0 and s[i] == '\n': i -= 1 s = s[:i+1] i = len(s) while True: ...
import numpy as np import rospy from ros_rl.msg import EnvAct, EnvObs, EnvDescMsg from ros_rl.srv import GetEnvDesc, GetEnvDescResponse from std_srvs.srv import Empty, EmptyResponse from ros_rl.utils.thing import ThingDesc, ThingfromDesc, ThingDescfromMsg, ThingfromMsg INACTIVE = 0 ACTIVE = 1 FINISHED = 2 state_map =...
# Copyright (C) 2021 Nippon Telegraph and Telephone Corporation # All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICE...
import os import struct from amitools.binfmt.BinImage import * from amitools.binfmt.Relocate import * from KickRom import KickRomAccess class RomEntryRaw: def __init__(self, name, data, relocs=None): self.name = name self.data = data self.relocs = relocs def get_size(self): return len(self.data)...
import pygame import random from enum import Enum from collections import namedtuple import numpy as np pygame.init() font = pygame.font.Font('arial.ttf', 25) #font = pygame.font.SysFont('arial', 25) class Direction(Enum): RIGHT = 1 LEFT = 2 UP = 3 DOWN = 4 Point = namedtuple('Point', 'x, y') # rgb colors WHITE...
# -*- coding: utf-8 -*- """ website.tcp.services ~~~~~~~~~~~~~~~~ TCP Proxy services api. """ import os import sys import subprocess from flask import flash, current_app from flask.ext.babel import gettext from website.services import exec_command from website import db from website.tcp.models import Con...
from flask import Flask, request, jsonify, make_response, request, render_template, session, flash import jwt from datetime import datetime, timedelta from functools import wraps from flask_sqlalchemy import SQLAlchemy from flask import Flask, render_template, redirect, url_for from flask import request import r...
# -*- coding: utf-8 -*- # # PublicKey/PKCS8.py : PKCS#8 functions # # =================================================================== # The contents of this file are dedicated to the public domain. To # the extent that dedication to the public domain is not available, # everyone is granted a worldwide, perpetual,...
# coding: utf-8 import logging import os import sys import time import psutil import platform import pytest import signal import ray import ray.cluster_utils from ray._private.test_utils import ( run_string_as_driver_nonblocking, wait_for_pid_to_exit, wait_for_condition, ) logger = logging.getLogger(__na...
from pyxnat import Interface import os.path as op from . import skip_if_no_network _modulepath = op.dirname(op.abspath(__file__)) fp = op.join(op.dirname(op.abspath(__file__)), 'central.cfg') print(fp) central = Interface(config=fp) proj_1 = central.select.project('surfmask_smpl2') subj_1 = proj_1.subject('CENTRAL05...
import re from .atoms import Production, NTerm, Term, Value def strip_comments(stream): """Strip comments, tail comments, but keep # in quotations.""" switch = '\'"' quoted = False quotation = None triplet = 0 mulline = False commented = False code = '' for num, i in enumerate(str...
#!/usr/bin/env python3 # -*- coding: utf-8 -*- # # Copyright (C) 2020 The SymbiFlow Authors. # # Use of this source code is governed by a ISC-style # license that can be found in the LICENSE file or at # https://opensource.org/licenses/ISC # # SPDX-License-Identifier: ISC from enum import Enum import re class Parame...
# =============================================================================== # Copyright 2014 <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/LI...
import time import asyncio from enum import Enum from collections import deque from typing import Any, Optional from .typedefs import Message from .errors import MaxConcurrencyReached __all__ = ( 'BucketType', 'Cooldown', 'CooldownMapping', 'MaxConcurrency', ) class BucketType(Enum): default = ...
from __future__ import unicode_literals from urllib.parse import urlparse import youtube_dl import aiohttp import aiofiles import os from random import randint from pyrogram import filters from wbb import app, SUDOERS, arq, MAIN_CHATS from wbb.utils.errors import capture_err from wbb.utils.pastebin import paste __MODU...
import math import numpy as np from scipy.sparse import csc_matrix def lag(mat, lagged, N, lag_number, fill=np.NaN): height = int(mat.shape[0] / N) for i in range(N): start_row = i * height end_row = start_row + height mat_i = mat[start_row:end_row, :] lagged_i = l...
#! /usr/bin/env python # -*- coding: utf-8 -*- """ Module that contains console widgets """ from __future__ import print_function, division, absolute_import import logging from io import StringIO from Qt.QtCore import Qt, QSize, QStringListModel from Qt.QtWidgets import QSizePolicy, QLineEdit, QTextEdit, QCompleter...
#!/usr/bin/python3 import socket import base64 import json import sys import threading import time import asyncio from asyncio import Future from typing import ( Awaitable, ) class IOStream(): def __init__(self, socket: socket.socket) -> None: self.socket = socket self.socket.setblocking(Fa...
import os import yaml from .exceptions import ( InvalidRuleSchema, RuleVersionNotSupport, RuleTypeNotSupport, RuleAlreadyExist, ) from rostran.core.settings import RULES_DIR class RuleClassifier: TerraformAliCloud = "terraform/alicloud" TerraformAWS = "terraform/aws" CloudFormation = "clou...
#!/usr/bin/env python # -*- coding: utf-8 -*- """Implementation for Single Image Haze Removal Using Dark Channel Prior. Reference: http://research.microsoft.com/en-us/um/people/kahe/cvpr09/ http://research.microsoft.com/en-us/um/people/kahe/eccv10/ """ import numpy as np from PIL import Image from guidedfilter impo...
#!/usr/bin/env python3 import numpy as np import os, os.path import subprocess def string_label_to_label_vector(label_string, outcome_maps): label_vec = [] for label_val in label_string.split('#'): (label, val) = label_val.split('=') cur_map = outcome_maps[label] label_ind = ...
from markdown.extensions import Extension from markdown.preprocessors import Preprocessor from markdown.treeprocessors import Treeprocessor import xml.etree.ElementTree as ET import re START_SECTION = r"~~([SCHFNDA])([^~]*)~~" END_SECTION = r"~~/([SCHFNDA])~~" class OCXMetadata(Extension): """Python-Markdown ext...
# Copyright 2017 Google Inc. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or a...
#!/usr/bin/env python3 # Python server to manage the turret import os import sys import argparse import serial import serial.tools.list_ports from threading import Thread from time import sleep import colorama from colorama import Fore from colorama import Style from SimpleWebSocketServer import WebSocket if os.path...
# Copyright (c) 2010 - 2020, Nordic Semiconductor ASA # All rights reserved. # # 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 o...
""" Visualization auxiliary operations. add_map_legend, generate_color, rgb, hex_rgb, cmap_hex_color, get_cmap, save_wkt """ from typing import List, Optional, Text, Tuple from branca.element import MacroElement, Template from folium import Map from matplotlib.cm import get_cmap as _get_cmap from matplotlib.colors ...
from sqlalchemy import JSON, Boolean, Column, ForeignKey, Index, Integer, String # from sqlalchemy.dialects.postgresql import array_agg from sqlalchemy.dialects import postgresql from sqlalchemy.ext.hybrid import hybrid_property from sqlalchemy.orm import relationship from sqlalchemy.sql.functions import GenericFunctio...
from enum import Enum import re try: import requests except ImportError: raise RuntimeError('Requests is required for hibp.') try: import gevent from gevent import monkey from gevent.pool import Pool except ImportError: raise RuntimeError('Gevent is required for hibp.') monkey.patch_all(threa...
# ------------------------------------------------------------------------------ # Copyright (c) ETRI. All rights reserved. # Licensed under the BSD 3-Clause License. # This file is part of Youtube-Gesture-Dataset, a sub-project of AIR(AI for Robots) project. # You can refer to details of AIR project at https://aiforro...
import json import os.path import os import wimbledon CONFIG_DIR = os.path.expanduser("~/.wimbledon") HARVEST_CREDENTIALS_PATH = CONFIG_DIR + "/.harvest_credentials" SQL_CONFIG_PATH = CONFIG_DIR + "/.sql_config" WIMBLEDON_CONFIG_PATH = CONFIG_DIR + "/.wimbledon_config" GITHUB_CREDENTIALS_PATH = CONFIG_DIR + "/.github...
#!/usr/bin/env python # coding=utf-8 from __future__ import absolute_import import re from math import isinf, isnan from future.utils import text_type, binary_type, iteritems from ._compat import singledispatch from .nodes import * # noqa @singledispatch def node_encoder(obj): # noqa """Convert python objec...
import numpy as np import copy from util.util import * from heuristics.greedy_tsp import greedy as greedy_tsp from graph.graph import Graph from util.prim import * # prefer concorde try: from concorde.tsp import TSPSolver CONCORDE_AVAILABLE = True #CONCORDE_AVAILABLE = False except ImportError: CONC...
from __future__ import absolute_import from email.utils import parsedate, formatdate import mimetypes import os import os.path import re from time import gmtime from wsgiref.headers import Headers class StaticFile(object): gzip_path = None def __init__(self, path): self.path = path self.hea...
#!/usr/bin/env python # -*- coding: utf-8 -*- # I waive copyright and related rights in the this work worldwide # through the CC0 1.0 Universal public domain dedication. # https://creativecommons.org/publicdomain/zero/1.0/legalcode # Author(s): # <NAME> <<EMAIL>> """ Present a consolodated event stream from messa...
from typing import Optional ERROR_REQUIRED = 'This field is required.' ERROR_NOT_VALID = 'Format not valid.' class _Null(object): def __repr__(self): return '<null>' def __bool__(self): return False def __nonzero__(self): return False null = _Null() def check_params(params)...
""" Convert the mapping in JSON generated by process_artists scripts to an SQL database for production use """ import sqlite3 import json from pathlib import Path database = Path("../app/data/Enhanced-AMQ-Database.db") song_database_path = Path("../app/data/expand_mapping.json") artist_database_path = Path("../app/d...
import logging import time from typing import Dict, List, Union import numpy as np from pymatgen.electronic_structure.core import Spin from amset.constants import int_to_spin, numeric_types from amset.electronic_structure.symmetry import ( rotation_matrix_to_su2, similarity_transformation, ) from amset.log im...
import argparse import os import os.path as osp import mmcv import torch from mmcv.parallel import MMDataParallel, MMDistributedDataParallel from mmcv.runner import get_dist_info, init_dist, load_checkpoint from mmpose.apis import multi_gpu_test, single_gpu_test from mmpose.core import wrap_fp16_model from mmpose.dat...
""" Imbalance metrics. Author: <NAME>, agilescientific.com Licence: Apache 2.0 Copyright 2022 Agile Scientific 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/L...
# Copyright 2018 BLEMUNDSBURY AI LIMITED # # 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 requests import ast def curveNumber(lat, lon): return "Hello, World!" # Retrieve rainfall data from the NOAA Precipitation Frequency Data Server # https://hdsc.nws.noaa.gov/hdsc/pfds/pfds_map_cont.html?bkmrk=sc def rainfallData(lat, lon): # Request data from NOAA requestURL = "https://hdsc.nws.noa...
__author__ = 'DafniAntotsiou' import mujoco_py from numpy import array from copy import deepcopy import numpy as np def GetBodyPosDist(bodyId, refbodyId, m): bodyPos = array([0, 0, 0], dtype='f8') if refbodyId < 0: return bodyPos while bodyId > refbodyId: bodyPos += m.body_pos[bodyId] ...
import torch import torch.nn as nn import functools from .simple_layers import SimpleLayerBase, SimpleOutputBase, SimpleModule, SimpleMergeBase from ..layers.utils import div_shape from ..train.outputs_trw import OutputClassification as OutputClassification_train from ..train.outputs_trw import OutputEmbedding as Outp...
import pandas as pd import json from pathlib import Path from Bio import Entrez from datasetmaker.datasetmaker import DatasetMaker from abc import abstractmethod class FastaDatasetMaker(DatasetMaker): def __init__(self): self.column_names = ['pdb_code', 'chain', 'chain_type',...
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, # INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A # PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT # HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHE...
import discord, copy, os, datetime, inspect discordToken = "<token>" webhook = '<url>' def parse_time(dt): months = ['янв.', 'фев.', 'мар.', 'апр.', 'мая', 'июня', 'июля', 'авг.', 'сен.', 'окт.', 'ноя.', 'дек.'] return ['%s %s %s' % (dt[2], months[dt[1]-1], dt[0]), '%s:%s:%s' % (str(dt[3]).zfill(2), str(dt[4]).zf...
# coding=utf-8 # Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless re...
import RPi.GPIO as GPIO import time import threading import subprocess import requests import Adafruit_DHT from pprint import pprint import sys import datetime import jwt import paho.mqtt.client as mqtt import random from Proximity import Proximity from Presion import Presion from puerta import Puerta from Ultrasonic i...
# Copyright (c) 2013 Mirantis 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 writi...
"""Voice room generator module.""" import copy from typing import Dict, Optional, Union from discord import ( CategoryChannel, HTTPException, InvalidData, Member, PermissionOverwrite, Role, TextChannel, VoiceChannel ) from ophelia.output.output import disp_str, send_message from ophelia.utils.discord_utils im...
#!/usr/bin/env python3 import argparse,array,can,json,os,queue,re,signal,time from threading import Thread flap_max_extend = 12 device_command_ids = { 'roof':0x64,'flap':0x65 } device_commands = { 'open': 0x00, 'close': 0x01, 'opening': 0x02, 'closing': 0x03, 'error': 0x04, 'heartbeat':0xfe, 'stop':0xff } incoming_...
import math from abc import ABC, abstractmethod from qibo import K from qibo.abstractions import callbacks as abstract_callbacks from qibo.abstractions.states import AbstractState from qibo.config import EIGVAL_CUTOFF, raise_error, log class BackendCallback(abstract_callbacks.Callback, ABC): def __geti...
#!/usr/bin/env python # coding: utf-8 """This script pulls business entity data from the workflow database and generates markdown files for use as training data in the CRF NLP process. """ import configparser import math import psycopg2 import psycopg2.extras from datetime import date import datetime def dbconnect()...
#!/usr/bin/env python3 from io import TextIOWrapper from bs4 import BeautifulSoup import re import argparse DEFAULT_TEMPLATE = "template.html" DEFAULT_OUTPUT = "gen.html" DEFAULT_INPUT = "input.txt" class Section: """ Parsed section of text. OOP isn't really necessary for this, but it does make it sligh...
import re import os import subprocess from functools import lru_cache from typing import Dict, List import pandas as pd from helpers import ( NOW, RemoteCommand, Settings, create_settings, nix_build, spawn, flamegraph_env, read_stats, write_stats, scone_env ) from network import...
# -*- coding: utf-8 -*- __author__ = 'ZFTurbo: https://kaggle.com/zfturbo' from a00_common_functions import * import tifffile import sys print('Command line arguments: {}'.format(sys.argv)) if len(sys.argv[1:]) == 1: INPUT_TRAINING_PATH = sys.argv[1] else: INPUT_TRAINING_PATH = '../input/training/' OUTPUT_B...
"""Platform for Miele button integration.""" from __future__ import annotations import logging from dataclasses import dataclass from typing import Any, Final import aiohttp from homeassistant.components.button import ButtonEntity, ButtonEntityDescription from homeassistant.core import HomeAssistant from homeassistan...
import itertools import logging import operator import os from typing import Mapping, Sequence import orjson from peewee import ( CharField, DateTimeField, FixedCharField, ForeignKeyField, IntegerField, IPField, Model, ModelSelect, ModelUpdate, SqliteDatabase, ) from playhouse.s...
from .utils import VectorAndNumbers from .algorithm import Algorithm from .individual import Individual from .job import Job from .problem import Problem from SALib.sample.saltelli import sample as sobol_sample from SALib.sample.morris import sample as morris_sample from SALib.sample.fast_sampler import sample as fast...
""" Evidence Lower Bound (ELBO) for Functional Variational Inference (FVI) Depth experiments. Gaussian, Laplace and reverse Huber Likelihoods """ import torch import math from .utils.torch_utils import bmat_inv_logdet, bdiag_prod def weight_aleatoric(c): dist = torch.distributions.normal.Normal(0., 1.) ...
# -*- coding: utf-8 -*- from functools import reduce from itertools import zip_longest from math import ceil from math import floor from math import log from scipy import ndimage import numpy as np def morton_array(shape): """ Return array with Morton numbers. Inspired by: https://graphics.stanford...
from typing import List import gluonnlp as nlp import numpy as np from gluonnlp.data import BERTSentenceTransform __all__ = ['TextDataTransform', 'BERTDataTransform'] class TextDataTransform(object): """ Python class for performing data pre-processing on the text dataset. This class is constructed using...
import numpy as np gauss_len = 100 gaussian_amp = 0.2 def gauss(amplitude, mu, sigma, delf, length): t = np.linspace(-length / 2, length / 2, length) gauss_wave = amplitude * np.exp(-((t - mu) ** 2) / (2 * sigma ** 2)) # Detuning correction Eqn. (4) in Chen et al. PRL, 116, 020501 (2016) ga...
#Copyright [2020] [Indian Institute of Science, Bangalore] #SPDX-License-Identifier: Apache-2.0 from calculate_means import calculate_means from calculate_r0 import calculate_r0 from calibrate import calibrate from joblib import Parallel, delayed import os from selenium import webdriver from selenium.webdriver.chrome....
import os import gc import utils import pandas as pd import numpy as np import pickle as pkl from datetime import date from keras.layers.normalization import BatchNormalization from keras.models import Sequential, Model from keras.layers import Input, Embedding, Dense, Flatten, Concatenate, Dot, Reshape, Add, Subtrac...
"""Provides a YAML loader""" import itertools import os import logging import voluptuous as vol import yaml from yaml.reader import Reader from yaml.scanner import Scanner from yaml.parser import Parser from yaml.composer import Composer from yaml.constructor import SafeConstructor from yaml.resolver import Resolver ...
# --- built in --- import os import time import argparse import functools from datetime import datetime # --- 3rd party --- import ray from ray import tune # --- my module --- import unstable_baselines as ub from unstable_baselines.algo.ppo import PPO from experiments import BaseExperiments from experiments.ppo.config...
# coding: utf-8 """ Timefred is a beautiful and intelligent time tracker for the command line. Visit the project page (https://github.com/giladbarnea/timefred) for more details. Usage: tf (o|on) <name> [start time = "now"] tf (f|stop) [end time = "now"] tf (s|status)[+] tf (t|tag) <tag> [time = "now"] Add ...
from pathlib import Path import argparse import json import glob import sys from matplotlib import pyplot as plt import numpy as np def roc_graphs(fprs, tprs, names, aucs, savename, minx=0.85): colors = ['b', 'g', 'r', 'c', 'm', 'y', 'k'] plt.figure() # figsize=(10, 10) ax = plt.axes(xscale='log', xli...
from functools import total_ordering from transfinite.util import is_finite_ordinal, as_latex, exp_by_squaring class OrdinalConstructionError(Exception): pass @total_ordering class Ordinal: """ An infinite ordinal less than epsilon_0. This class describes an ordinal in Cantor Normal Form using ...
#!/usr/bin/env python """ :Abstract: Given an abundance table, calculate pairwise Spearman's Rho of the columns. :Date: 02/15/2017 :Author: <NAME> """ import sys import argparse from traceback import format_exc from time import localtime, strftime from itertools import combinations from phylotoast.util import parse_ma...
from utils.misc import isnotebook if isnotebook(): from tqdm import tqdm_notebook as tqdm else: from tqdm import tqdm import numpy as np import torch from torch_geometric.data import Data from torch_geometric.utils import remove_self_loops from utils.load_dataset import load_data, load_zinc_data, load_ogb_data,...