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import re
import time
import torch
from datetime import timedelta
import numpy as np
from numpy.core.arrayprint import printoptions
import pandas as pd
from config import logger, opt
from transformers import BertTokenizer
from torch.utils.data import Dataset
from pprint import pprint
pattern = re.compile(r'http[s]?://... |
import numpy as np
from unittest import SkipTest, expectedFailure
from parameterized import parameterized
from holoviews import NdOverlay, Store
from holoviews.element import Curve, Area, Scatter, Points, Path, HeatMap
from holoviews.element.comparison import ComparisonTestCase
from ..util import is_dask
class Tes... |
import os
import csv
import datetime
now = datetime.datetime.now()
def parseing(fileName):
debugCounter = 0
sectionTemplate = '''
:doc:`{subject}{catNumber}`{SpTopic} {Term}
| Section {section} ({classNumber}) Credits: {units}; {mixture}; {component}
| Instructor: {Instructor}
|{Building}:{Room} {Location... |
#!/usr/bin/env python
from __future__ import print_function
import numpy as np
def autostring(num, prec=0, zero=False, set_printoptions=False, pp=False, join=False, joinall=False, sep=' '):
"""
Format number (array) with given decimal precision.
Definition
----------
def autostrin... |
# The MIT License
#
# Copyright (c) 2009-2015 the bpython authors.
# Copyright (c) 2015-2020 <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 li... |
# -*- coding: utf-8 -*-
import tensorflow as tf
import math
def multiplication_attention(query, doc, mask, name=None):
query = tf.expand_dims(query, axis=1)
query = tf.tile(query, [1, tf.shape(doc)[1], 1])
enc = tf.concat([doc, query], axis=2)
e = tf.layers.dense(enc, 1, kernel_initializer=tf.initializ... |
#!/usr/bin/env python
"""Updates FileCheck checks in MIR tests.
This script is a utility to update MIR based tests with new FileCheck
patterns.
The checks added by this script will cover the entire body of each
function it handles. Virtual registers used are given names via
FileCheck patterns, so if you do want to c... |
# Copyright 2015 IBM Corp.
#
# Licensed under the Apache License, Version 2.0 (the "License"); you may
# not use this file except in compliance with the License. You may obtain
# a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agree... |
#!/usr/bin/env python3
import unittest as ut
import subtest_fix
import os
import sys
import glob
import argparse
import copy
import tempfile
from itertools import combinations
import c4.cmany as cmany
import c4.cmany.util as util
import c4.cmany.main as main
import c4.cmany.cmake as cmake
from multiprocessing import... |
"""Methods for geodetic calculations."""
import os
import numpy
import srtm
import geopy
from geopy.distance import GeodesicDistance
from gewittergefahr.gg_utils import longitude_conversion as lng_conversion
from gewittergefahr.gg_utils import file_system_utils
from gewittergefahr.gg_utils import error_checking
RADIA... |
""" This file defines the main object that runs experiments. """
import logging
import imp
import os
import os.path
import sys
import copy
import argparse
import threading
import time
import traceback
import matplotlib as mpl
sys.path.append('/'.join(str.split(__file__, '/')[:-2]))
# Add gps/python to path so that im... |
"""
One of Ploomber's main goals is to allow writing robust/reliable code in an
interactive way. Interactive workflows make people more productive but they
might come in detriment of writing high quality code (e.g. developing a
pipeline in a single ipynb file). The basic idea for this module is to provide
a way to tran... |
import math
import tensorflow as tf
from .model import Model
from .builder import MODELS
from .common import ConvNormActBlock
from core.layers import build_activation
def bottle2neckx(inputs,
filters,
cardinality,
strides=1,
scale=4,
... |
#################################################################################
# The Institute for the Design of Advanced Energy Systems Integrated Platform
# Framework (IDAES IP) was produced under the DOE Institute for the
# Design of Advanced Energy Systems (IDAES), and is copyright (c) 2018-2021
# by the softwar... |
import os
import json
from pathlib import Path
from copy import deepcopy
from typing import Union, Any
try:
import nbconvert
except ImportError:
nbconvert = None
from nbmanips.notebook_base import NotebookBase
from nbmanips.selector import is_new_slide, has_slide_type, has_output_type
from nbmanips.utils imp... |
import inspect
import re
import sys
import unicodedata
import yaml
# from reversion import revisions as reversion
import reversion
from django.conf import settings
from django.contrib.auth.models import Group
from django.db import models
from django.db.models import Q
from django.db.models.signals import m2m_changed, ... |
# -*- coding: utf-8 -*-
"""
TencentBlueKing is pleased to support the open source community by making 蓝鲸智云-节点管理(BlueKing-BK-NODEMAN) available.
Copyright (C) 2017-2021 THL A29 Limited, a Tencent company. All rights reserved.
Licensed under the MIT License (the "License"); you may not use this file except in compliance ... |
#------------------------------------------------------------------------------
# Copyright (c) 2013, Nucleic Development Team.
#
# Distributed under the terms of the Modified BSD License.
#
# The full license is in the file COPYING.txt, distributed with this software.
#-------------------------------------------------... |
from __future__ import unicode_literals
import logging
from django.contrib.contenttypes import generic as ct_generic
from django.core.exceptions import ValidationError
from django.core.validators import MaxValueValidator, MinValueValidator, URLValidator
from django.db import models
from django.utils.encoding import p... |
from flask import render_template, redirect, url_for, request
from flask_login import login_required, current_user
from flask_wtf import FlaskForm
from flask_mobility.decorators import mobile_template
from wtforms import StringField, PasswordField, BooleanField
from wtforms.validators import InputRequired, Email, Len... |
import io
from django.contrib import messages
from django.template.defaultfilters import linebreaksbr
from django.utils.translation import ugettext as _
import ghdiff
from CommcareTranslationChecker import validate_workbook
from CommcareTranslationChecker.exceptions import FatalError
from corehq.apps.app_manager.exc... |
# Copyright 2017 - RoboDK Software S.L. - http://www.robodk.com/
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by applicabl... |
import os
import numpy as np
import argparse
import time
import torch
import torchvision
import cv2
def yolo_forward_dynamic(output, num_classes, anchors, num_anchors, scale_x_y):
# Output would be invalid if it does not satisfy this assert
# assert (output.size(1) == (5 + num_classes) * num_anchor... |
#!/usr/bin/env python3
from filterpy.kalman import KalmanFilter
import matplotlib.pyplot as plt
import numpy as np
import pdb
from scipy.optimize import linear_sum_assignment as linear_assignment
import sys
import time
from transform_utils import convert_3dbox_to_8corner
from iou_utils import compute_iou_2d_bboxes
... |
# Copyright (c) 2019-2020 <NAME>
# Copyright (c) 2014-2020 <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 limitation
# the rights to use, copy, m... |
#!/usr/bin/env python
#
# A library that provides a Python interface to the Telegram Bot API
# Copyright (C) 2015-2017
# <NAME> <<EMAIL>>
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU Lesser Public License as published by
# the Free Software Foundation, either ... |
from .typing import Any, Dict, Iterable, List, Mapping, Optional, TypedDict, Union
from .url import filename_to_uri
import os
import sublime
TextDocumentSyncKindNone = 0
TextDocumentSyncKindFull = 1
TextDocumentSyncKindIncremental = 2
class DiagnosticSeverity:
Error = 1
Warning = 2
Information = 3
H... |
r"""
Variationally optimizing measurement protocols
==============================================
.. meta::
:property="og:description": Using a variational quantum algorithm to
optimize a quantum sensing protocol.
:property="og:image": https://pennylane.ai/qml/_images/illustration1.png
.. related::
... |
import logging
import re
from collections import namedtuple
from datetime import time
import six
from six.moves.urllib.parse import (ParseResult, quote, urlparse,
urlunparse)
logger = logging.getLogger(__name__)
_Rule = namedtuple('Rule', ['field', 'value'])
RequestRate = namedtup... |
"""Functions related to mapping parameter from model to parameter estimation
problem"""
import logging
import numbers
import os
import re
from typing import Tuple, Dict, Union, Any, List, Optional, Iterable
import libsbml
import numpy as np
import pandas as pd
from . import lint, measurements, sbml, core, observable... |
import networkx as nx
import numpy as np
import math
from tqdm import tqdm
import numba
from numba.experimental import jitclass
from numba import jit
steadyspec = [
('adj_matrix',numba.float64[:,:]),
('graph_size',numba.int32),
('background_field',numba.float64[:]),
('fixed_point_iter',numba.int32)... |
# Copyright (c) 2016 Cisco Systems
# 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 require... |
import os
import logging
import subprocess
from theano.configparser import (
AddConfigVar, BoolParam, ConfigParam, EnumStr, IntParam,
TheanoConfigParser)
from theano.misc.cpucount import cpuCount
from theano.misc.windows import call_subprocess_Popen
_logger = logging.getLogger('theano.configdefaults')... |
# -*- coding: utf-8 -*-
"""
Various small and named graphs, together with some compact generators.
"""
__author__ ="""<NAME> (<EMAIL>)\<NAME> (<EMAIL>)"""
# Copyright (C) 2004-2008 by
# <NAME> <<EMAIL>>
# <NAME> <<EMAIL>>
# <NAME> <<EMAIL>>
# All rights reserved.
# BSD license.
__all__ = ['make_sma... |
# --------------------------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for license information.
# --------------------------------------------------------------------... |
##########################################################################
# NSAp - Copyright (C) CEA, 2013
# Distributed under the terms of the CeCILL-B license, as published by
# the CEA-CNRS-INRIA. Refer to the LICENSE file or to
# http://www.cecill.info/licences/Licence_CeCILL-B_V1-en.html
# for details.
##########... |
import re
import io
import json
import asyncio
from urllib import request
from functools import partial
from datetime import datetime
from collections import OrderedDict
import discord
from discord.ext import commands
import matplotlib.pyplot as plt
from matplotlib.ticker import StrMethodFormatter
from .utils import ... |
#!/usr/bin/env python
# Copyright JS Foundation and other contributors, http://js.foundation
#
# 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.... |
"""Implementation of core scheduling algorithms using Gurobi."""
import logging
import os
from collections import defaultdict
from gurobipy import *
import numpy as np
import shelve
import astropy.units as u
import pandas as pd
from collections import defaultdict
from .constants import TIME_BLOCK_SIZE, EXPOSURE_TIME, ... |
# MIT License
#
# Copyright (c) 2018 Pyjcsx, 2021 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# 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 withou... |
import os
import re
import cv2
import numpy as np
import pandas as pd
from Scripts.Experiments import RESULTS
# ------------------------------------------------------------------------------------------------------------------ #
# -------------------------------------------------- Restructure UNBC Data ------------... |
"""
ET Correction Tool:
This script creates evapotranspiration Dfs2 from single/multiple reference ET
time-series, and applies spatially, monthly varying solar radiation correction
factors to the reference ET data and creates the MIKE SHE input ET Dfs2 file.
Created on Wed Apr 28 15:50:07 2021
@author: <NA... |
from copy import deepcopy
from ray import tune
import numpy as np
from softlearning.misc.utils import get_git_rev, deep_update
import os
DEFAULT_KEY = '__DEFAULT_KEY__'
M = 256
N = 2
REPARAMETERIZE = True
NUM_COUPLING_LAYERS = 2
"""
Policy params
"""
GAUSSIAN_POLICY_PARAMS_BASE = {
'type': 'GaussianPolicy',
... |
# pylint: disable=too-many-arguments
"""Helper code for api.py and async_api.py."""
from base64 import b64encode
from typing import Any, Dict, List, Optional, Tuple, Union, cast
try:
from typing import Literal # type: ignore
except ImportError:
from typing_extensions import Literal # type: ignore
from warni... |
# -*- test-case-name: vumi.transports.smpp.tests.test_smpp -*-
from datetime import datetime
from twisted.internet import reactor
from twisted.internet.defer import inlineCallbacks, returnValue
from vumi import log
from vumi.utils import get_operator_number
from vumi.transports.base import Transport
from vumi.transp... |
from capstone import *
from capstone.x86 import *
from elftools.elf.elffile import ELFFile
import sys
NUMBER_OF_CANDIDATES = 20
MAX_RSP_OFFSET = 0x200
ONE_GADGET_LIB_DEBUG = False
# add
# call
# jmp
# lea
# mov
# nop
# push
# sub
# xor
# movq
# movaps
# movhps
# Most practical gadgets have simple constraints.
# S... |
from tensorflow.keras.layers import Dense, Input
from tensorflow.keras.layers import Conv1D, Flatten, Lambda,MaxPool1D,BatchNormalization,UpSampling1D,Concatenate,Dropout
from tensorflow.keras.layers import ZeroPadding1D
from tensorflow.keras.layers import Reshape,Layer
from tensorflow.keras.models import Model
from te... |
from __future__ import print_function
import inspect
import logging
import os
import re
from collections import OrderedDict, deque
from esphomeyaml import core
from esphomeyaml.const import CONF_AVAILABILITY, CONF_COMMAND_TOPIC, CONF_DISCOVERY, \
CONF_INVERTED, \
CONF_MODE, CONF_NUMBER, CONF_PAYLOAD_AVAILABLE... |
import unittest
import os
from os.path import exists, join
import numpy as np
from test_helper import TESTDIR, TESTDATA, TMPDATA
import datetime
from copy import copy
import warnings
from karta.vector import shp, read_shapefile
from karta.vector.geometry import (Point, Line, Polygon,
... |
# -*- coding: utf-8 -*-
"""
Source: <NAME>
"""
from __future__ import division
from __future__ import print_function
import numpy as np
import tensorflow as tf
from sklearn.utils import shuffle
from tensorflow.keras.datasets import mnist
from tensorflow.keras.datasets import fashion_m... |
# Licensed under a 3-clause BSD style license - see LICENSE.rst
"""Testing :mod:`astropy.cosmology.parameter`."""
##############################################################################
# IMPORTS
# STDLIB
import ast
import inspect
import sys
# THIRD PARTY
import pytest
import numpy as np
# LOCAL
import ast... |
import pandas as pd
from matplotlib import pyplot as plt
import datetime
import pickle
import matplotlib.dates as mdates
# Read the files
dfsonde = pd.read_csv('sonde.txt',
#skiprows= 10,
#header = 11, #use the second row (index 1) as column headings
... |
from multiprocessing.pool import Pool
from itertools import repeat
import pandas as pd
import numpy as np
def get_composers(res):
"""
Get the composers for the given track.
**Parameters**
- `res`: string composer names for each track within charts
**Returns**
A dictionary of composers ... |
# Copyright 2018 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 copy import deepcopy
import logging
import os
import pickle
from bids.layout import BIDSImageFile
from bids.layout.writing import build_path as bids_build_path
import nibabel as nib
import numpy as np
import pandas as pd
import pytest
from rtCommon.bidsCommon import (
BIDS_DIR_PATH_PATTERN,
BIDS_FILE_PAT... |
from random import random, choice
from apiritif import random_string
from bzt.modules.aggregator import ConsolidatingAggregator, DataPoint, KPISet, AggregatorListener
from bzt.utils import to_json
from tests import BZTestCase
from tests.mocks import r, MockReader, EngineEmul
def get_success_reader(offset=0):
moc... |
from collections import OrderedDict
from ctypes import LittleEndianStructure, Structure, Union, c_uint8, c_uint16, c_uint32,\
string_at, byref, sizeof, c_bool, c_int16, Array, c_char
import json
import logging
import struct
from telemetry_unit_conversions import \
temp_sensor_adc_val_to_celsius, adc_to_bat_cur... |
#!/usr/bin/env python
"""
Repackage a USGS Collection-1 tar for faster read access.
They arrive as a *.tar.gz with inner uncompressed tiffs, which Josh's tests have found to be too slow to read.
We compress the inner tiffs and store them in an uncompressed tar. This allows random reads within the files.
We also appen... |
# Copyright 2019 <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... |
# -*- coding: utf-8 -*-
"""Classes for 2d U-net training and prediction.
"""
import json
from loguru import logger
import os
import sys
import warnings
from functools import partial
from pathlib import Path
from zipfile import ZipFile
import numpy as np
#from pytorch3dunet.unet3d.losses import GeneralizedDiceLoss
impo... |
from typing import List, Tuple
import numpy as np
from l5kit.data import ChunkedDataset
from l5kit.data.filter import (filter_agents_by_frames, filter_agents_by_labels, filter_tl_faces_by_frames,
filter_tl_faces_by_status)
from l5kit.data.labels import PERCEPTION_LABELS
from l5kit.data.... |
from django.db import models
from django.db.models import Q
from django.conf import settings
from django_extensions.db.fields import AutoSlugField
from django.core.files.uploadedfile import InMemoryUploadedFile
from django.utils import timezone
from werkzeug.datastructures import MultiDict
from time import mktime
imp... |
import json
import math
import os
import tempfile
from os import remove
from os.path import isfile
import numpy as np
import pandas as pd
from pandapower.auxiliary import _add_ppc_options, _add_opf_options, _add_auxiliary_elements
from pandapower.build_branch import _calc_line_parameter
from pandapower.pd2ppc import ... |
import asyncio
import html
import io
import logging
import re
from asyncio import TimeoutError
from base64 import b64encode
from datetime import datetime, timedelta, timezone
from random import choices
import disnake
from aiohttp import ClientTimeout
from aiohttp.client_exceptions import ClientConnectorError
from bs4 ... |
# -*- coding:utf-8 -*-
# author:平手友梨奈ii
# e-mail:<EMAIL>
# datetime:1993/12/01
# filename:configs.py
# software: PyCharm
import numpy as np
import tensorflow as tf
import keras.backend as K
from keras.layers import Input, Lambda
from keras.models import Model
from keras.optimizers import Adam
from keras.callbacks impo... |
from .GCLocation import GCLocation
from .GCDayData import GCDayData
from .GCGregorianDate import GCGregorianDate, Today
from .GCStringBuilder import GCStringBuilder,SBTF_TEXT,SBTF_RTF
from math import floor
from . import GCUT as GCUT
import datetime
from . import GCMath as GCMath
from . import GCEarthData as GCEarthDat... |
"""Collection of functions related to data."""
from functools import partial
import torch
def scale_features(X, approach='standard'):
"""Scale feature matrix.
Parameters
----------
X : torch.Tensor
Tensor of shape (n_samples, n_channels, lookback, n_assets). Unscaled
approach : str, {'s... |
import numpy as np
import teaserpp_python
from Config import Config
import gtsam as gt
from gtsam import (Cal3_S2, GenericProjectionFactorCal3_S2,
NonlinearFactorGraph, NonlinearISAM, Pose3,
PriorFactorPoint3, PriorFactorPose3, Rot3,
PinholeCameraCal3_S2, Values,... |
#!/usr/bin/python
#
# Copyright 2018 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... |
# -*- coding: utf-8 -*-
"""Collection of functions for the manipulation of time series."""
from __future__ import absolute_import, division, print_function
import itertools
import os
import warnings
import mando
import numpy as np
import pandas as pd
from mando.rst_text_formatter import RSTHelpFormatter
from tstoolb... |
""" P2] Se presenta una escena con objetos dibujados con diferentes materiales a la escena base """
""" Se usa imgui para generar un menu y controlar variables de reflexion para el material de los objetos """
import glfw
from OpenGL.GL import *
import OpenGL.GL.shaders
import numpy as np
import grafica.transfor... |
"""
Levenberg Marquart fitting class and helper tools
https://github.com/jaimedelacruz/LevMar
Coded by <NAME> (ISP-SU 2021)
References:
This implementation follows the notation presented in:
<NAME>, Leenaarts, Danilovic & Uitenbroek (2019):
https://ui.adsabs.harvard.edu/abs/2019A%26A...623A..74D/abstract
but without... |
from pathlib import Path
import abc
import logging
import io
import importlib
import time
from _collections import OrderedDict
import traceback
import pandas as pd
import numpy as np
import shutil
from graphviz import Digraph
from ibllib.misc import version
import one.params
from one.alf.files import add_uuid_string
... |
"""Specialized version of xes_histograms.
1) no support for background region of interest
2) photon_counting method only; uses integrated area under 1-photon Gaussian
3) no support for >1 photon
4) no multiprocessing
5) no output of gain map; no input gain correction
6) Fixed constraints for ratio of peak widths 1-phot... |
#!/usr/bin/env python
import os
import shutil
import copy
import csv
import json
import math as m
import traceback
import cv2
import numpy as np
from .util_video import FrameStamps
from .util_video import FrameCache
class FrameStamps:
def __init__(self, Nfrm, runTime_s):
self.Nfrm = Nfrm
self.runTim... |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
r"""
References
.. [burt2020svgp]
<NAME> and <NAME> and <NAME>,
Convergence of Sparse Variational Inference in... |
import torch
import torch.utils.data as data
import torch.nn as nn
import torch.optim as optim
import os
import numpy as np
import pandas as pd
import glob
import cv2
from tqdm import tqdm, trange
import matplotlib.pyplot as plt
img_size = 256
# raw data directories
X_img_path = "D:/AI in Urban Design/DL... |
import json
import os
from enum import Enum
from typing import List
import numpy as np
import pandas
from keras.models import Sequential
from keras.layers import LSTM, Dense, RepeatVector, TimeDistributed, Activation
from matplotlib import gridspec as grid
from matplotlib import pylab as plt
from sklearn.metrics impor... |
import os,sys
import re
import sympy
import math
import cmath
from math import factorial as fact
from sympy import factorial as symb_fact
from sympy import factorial2 as symb_fact2
from scipy.special import binom as binomial
from sympy import exp as symb_exp
from sympy import I as symb_I
def generate_cartesian_ls( L )... |
from livewires import games, color
from generate4 import *
import pygame,math
screen_width = 620
screen_height = 620
tilesize = 20
games.init(screen_width = screen_width,screen_height = screen_height, fps=50)
shaft123 = games.load_image("hidden\\shaft.png", transparent=False)
tiles = [games.load_image("hidden\\plan... |
# encoding: utf-8
"""
Training implementation
Author: <NAME>
Update time: 08/11/2020
"""
import re
import sys
import os
import cv2
import time
import numpy as np
import torch
import torch.nn as nn
import torch.backends.cudnn as cudnn
from torch.optim import lr_scheduler
import torch.optim as optim
import torchvision
im... |
from src.utils.db_utils import execute_sql,insert_query, save_rds_pandas
from src.models.save_model import save_upload, parse_filename
from datetime import date, datetime
from pyspark.sql import SparkSession
from pyspark.sql.types import IntegerType, DoubleType
from pyspark.sql.functions import monotonically_increasi... |
import argparse
import ctypes
import ipaddress
import math
import random
import signal
import socket
import selectors
import statistics
import struct
import sys
import textwrap
import time
# The C equivalent of the test header is
# struct udpTestHeader_s {
# int msgIndex;
# int packetIndex;
# double timest... |
# emacs: -*- mode: python; py-indent-offset: 4; indent-tabs-mode: nil -*-
# vi: set ft=python sts=4 ts=4 sw=4 et:
"""Interfaces under evaluation before upstreaming to nipype.interfaces.utility."""
import numpy as np
import re
import json
from collections import OrderedDict
from nipype.utils.filemanip import fname_pres... |
import os
import argparse
import random
import numpy as np
import torch
from torch.utils.data import DataLoader, Dataset
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM, AutoConfig
from transformers.optimization import get_linear_schedule_with_warmup, Adafactor
import nlp
from rouge_score import rouge_sc... |
import Functions
import pandas as pd
import matplotlib.pyplot as plt
def group_sentiment(dfSentiment):
dfSentiment['datetime'] = pd.to_datetime(dfSentiment['created_utc'], unit='s')
dfSentiment['date'] = pd.DatetimeIndex(dfSentiment['datetime']).date
dfSentiment = dfSentiment[
['created_utc', 'ne... |
"""Convert Hindawi library html to OpenITI mARkdown.
This script subclasses the generic MarkdownConverter class
from the html2md module (based on python-markdownify,
https://github.com/matthewwithanm/python-markdownify),
which uses BeautifulSoup to create a flexible converter.
The subclass in this module, HindawiConve... |
from bs4 import BeautifulSoup
import requests
import pandas as pd
import numpy as np
import csv
import tmdbsimple as tmdb
import time
import numpy as np
import datetime
import copy
from unidecode import unidecode
import calendar
from ast import literal_eval
from sklearn.feature_extraction.text import TfidfVectorizer,... |
import os
import io
import json
import trimesh
import random
import matplotlib.pyplot as plt
import numpy as np
import cv2
import torch
def load_bop_meshes(model_path, obj_ids="all"):
"""
Returns:
meshes: list[Trimesh]
objID2clsID: dict, objID (original) --> i (0-indexed)
"""
# load m... |
import sys
import os
import argparse
import multiprocessing as mp
from montreal_forced_aligner import __version__
from montreal_forced_aligner.utils import get_available_acoustic_languages, get_available_g2p_languages, \
get_available_dict_languages, get_available_lm_languages, get_available_ivector_languages
fro... |
# -*- coding: utf-8 -*-
"""
Single VsOne Chip Match Interface
For VsMany Interaction
Interaction for looking at matches between a single query and database annotation
Main development file
CommandLine:
python -m ibeis.viz.interact.interact_matches --test-show_coverage --show
"""
from __future__ import absolute_i... |
from mycv.utils.general import disable_multithreads
disable_multithreads()
import os
from pathlib import Path
import argparse
from tqdm import tqdm
import math
import torch
import torch.cuda.amp as amp
from torch.optim.lr_scheduler import LambdaLR
from torch.nn.parallel import DistributedDataParallel as DDP
import wand... |
import pydotplus as pdp
import networkx as nx
from copy import deepcopy
import itertools as it
from ..utilities.util import Util
from IPython.display import Image
from IPython import get_ipython
import logging
logger = logging.getLogger('cegpy.chain_event_graph')
class ChainEventGraph(nx.MultiDiGraph):
"""
... |
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
from __future__ import print_function
import gdb
import struct
import os.path
from ctypes import create_string_buffer
import load_symbol_cmd
POINTER_SIZE = 8
# These constant definitions must align with _oe_enclave structur... |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# emacs: -*- mode: python; py-indent-offset: 4; indent-tabs-mode: nil -*-
# vi: set ft=python sts=4 ts=4 sw=4 et:
"""
NiBetaSeries processing workflows
"""
from __future__ import print_function, division, absolute_import, unicode_literals
import os
from copy import deepcopy... |
#!/usr/bin/env python3
"""
Module to implement the Modified Seminario Method
Originally written by <NAME>, TCM, University of Cambridge
Modified by <NAME> and rewritten by <NAME>, Newcastle University
Reference using AEA Allen, MC Payne, DJ Cole, J. Chem. Theory Comput. (2018), doi:10.1021/acs.jctc.7b00785
"""
from Q... |
# -*- coding: utf-8 -*-
"""
Created on Thu Mar 5 08:14:54 2020
@author: Tom
"""
import ecm
import numpy as np
import matplotlib.pyplot as plt
import os
from sklearn.preprocessing import StandardScaler
import scipy
import pandas as pd
from matplotlib import cm
import configparser
# Turn off code warnings (this is not... |
"""
Double entry accounting system:
A debit is an accounting entry that either increases an asset or expense account,
or decreases a liability or equity account. It is positioned to the left in an accounting entry.
Debit means "left", dividends/expenses/assets/losses increased with debit.
A credit is an accounting en... |
"""
This is for Kaggle's Northeastern SMILE Lab - Recognizing Faces in the Wild playground competition:
https://www.kaggle.com/c/recognizing-faces-in-the-wild
The general model will be to create feature vectors of each face, then
compare their Euclidean distance to get a value.
I will use a second NN to make the fina... |
# Copyright 2016 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, s... |
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