text stringlengths 3.07k 22.1k |
|---|
"""
Functions for scraping the TransportUP site
"""
# General packages
import requests
import json
import time
import datetime
import random
import os
import sys
# data / numerical handling
import pandas as pd
import numpy as np
# data visualization
import seaborn as sb
import matplotlib as mp
# Scraping librari... |
# -*- coding: utf-8 -*-
"""
Created on Tue Aug 07 23:05:36 2018
@author: Aake
"""
# Pythn 2/3 compatibility
from __future__ import print_function
import numpy as np
import dispatch
#import types
def aver(s,iv=0):
f=0.0
v=0.0
p=s.patches[0]
data=p.var(iv)
for p in s.patches:
dv=np.product(... |
#
# License: https://creativecommons.org/licenses/by/4.0/ https://creativecommons.org/licenses/by/4.0/legalcode
# © 2020 https://github.com/Oops19
#
#
import os
import time
from weakref import WeakKeyDictionary
import routing
import sims4.commands
import sims4.hash_util
import sims4.resources
import s... |
# ~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~=~
# MIT License
#
# Copyright (c) 2021 <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 res... |
# -*- coding: utf-8 -*-
import os
import decimal
import datetime
from pyramid.view import view_config
from pyramid.renderers import render_to_response
import pyramid.httpexceptions as exc
from sqlalchemy.orm.exc import NoResultFound, MultipleResultsFound
from chsdi.lib.validation import BaseLayersValidation
from c... |
# vim: tabstop=8 expandtab shiftwidth=4 softtabstop=4
import struct
from typing import Any
from typing import Dict
from typing import Iterator
from typing import List
import lldb
# this is an LLDB pretty printer for libtorrent types. To use in LLDB run:
#
# command script import tools/libtorrent_lldb.py
#
# or add... |
import os
import numpy as np
import matplotlib.pyplot as plt
import matplotlib.animation as animation
from mpl_toolkits.mplot3d import Axes3D
from matplotlib import gridspec
import skimage.transform as transform
from tqdm import tqdm
from utils import quaternion_distance, inv_log_quaternion
def reverse_preproces... |
import open3d as o3d
import numpy.random as onpr
import numpy as onp
import data_prep
from procustes import procrustes
import pickle
from tqdm import trange
import os
import os.path as osp
# Set the seed for the sampling in RANSAC
# We need to put these here because the FlowDataset class
# has stochasticity in it
NPO... |
from sklearn.cluster import KMeans, AgglomerativeClustering
from sklearn.manifold import TSNE
from sklearn.mixture import GaussianMixture
from sklearn.metrics import adjusted_rand_score, adjusted_mutual_info_score
from sklearn.metrics.cluster import contingency_matrix
from sklearn.decomposition import PCA
import matplo... |
import os
import numpy as np
import torch
from PIL import Image
from torch.utils import data
import misc as ms
from torchvision import transforms
from scipy.ndimage.morphology import distance_transform_edt
from pycocotools.coco import COCO
from pycocotools.cocoeval import COCOeval
import numpy as np
import skimage.io ... |
#!/usr/bin/python
# -*- coding: utf-8 -*-
# (c) 2021, <NAME> <<EMAIL>>
#
# GNU General Public License v3.0+ (see COPYING or https://www.gnu.org/licenses/gpl-3.0.txt)
from __future__ import absolute_import, division, print_function
__metaclass__ = type
DOCUMENTATION = """
module: ansible_galaxy_install
author:
- "<N... |
import os
import json
from django.db import transaction
import requests
from django.db.models.signals import post_save
from django.http import HttpResponse
from django.utils.http import urlquote
from django.contrib.auth.models import User
from analytics.models import Algorithm, Category
from linda_app.models import g... |
from contextlib import contextmanager
import trio
from trio.socket import getaddrinfo, SOCK_STREAM, socket
__all__ = ["open_tcp_stream"]
# Implementation of RFC 6555 "Happy eyeballs"
# https://tools.ietf.org/html/rfc6555
#
# Basically, the problem here is that if we want to connect to some host, and
# DNS returns mu... |
import xml.etree.ElementTree as ET
import xml.dom.minidom as MD
import sys, os
from sys import platform as _platform
import shutil
PROJECT_NAME = 'minecrift'
def createIdeaProject(project_root_dir, version, mcpDirName, are32bitNatives):
# generate IML xml
# VIVE - removed
#os.path.join(project_root_dir, ... |
'''
The MIT License (MIT)
Copyright (c) 2014 <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, modify, merge, publi... |
# Copyright (c) 2018-2020 <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, modify, merge, publish, distrib... |
# Copyright 2012 OpenStack 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-2.0
#
# Unless required by applicable l... |
# Copyright (c) 2019-2020 <NAME>
# License: MIT License
from typing import TYPE_CHECKING, Iterable, Dict, Tuple
import logging
import array
from ezdxf.lldxf import validator
from ezdxf.lldxf.const import DXF2000, DXFStructureError, SUBCLASS_MARKER
from ezdxf.lldxf.tags import Tags
from ezdxf.lldxf.types import dxftag, ... |
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not u... |
# -*- coding: utf-8 -*-
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
""" eval_faiss.py """
import os
import sys
import time
import glob
import click
import curses
import numpy as np
sys.path.append(os.path.dirname(os.path.abspath(os.path.d... |
"""A module providing selection strategies for the Kaczmarz algorithm."""
from collections import deque
import numpy as np
from scipy import sparse
import kaczmarz
from ._utils import scale_cols, scale_rows, square
class Cyclic(kaczmarz.Base):
"""Cycle through the equations of the system in order, repeatedly.... |
from __future__ import annotations
from itertools import product
from typing import Optional, List, Tuple
from dataclasses import dataclass
import math
from nglview import NGLWidget, show_pymatgen
from pymatgen.core import Structure
from pymatgen.core.periodic_table import Element
from pymatgen.core.sites import Perio... |
from __future__ import annotations
from typing import Optional, TYPE_CHECKING
import logging
import time
import struct
import asyncio
try:
import queue
except ImportError:
import Queue as queue
if TYPE_CHECKING:
from .network import Network
logger = logging.getLogger(__name__)
# Command Specifier (CS)
CS... |
from app import datetime, parse_date
from app.sheets.models import Sheet
from app.sheets.server_sides import ServerSides
from StringIO import StringIO
import feedparser
import json
import re
def all_nones(row):
if type(row) is not list:
return True
return row.count(None) == len(row)
def remove_empty_rows(rows... |
# protocol-server
#
# a reference implementation of the Web Annotation Protocol
#
# Developed by <NAME> (@bigbulehat) and <NAME> (@halindrome).
# Sponsored by Spec-Ops (https://spec-ops.io)
#
# Copyright (c) 2016 Spec-Ops
#
# for license information, see http://www.w3.org/Consortium/Legal/2008/04-testsuite-copyright.ht... |
#!/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.
"""
Produces a repo-atomic snapshot of every repo in the specified `yum.conf`
(details on the atomicity guarantee in th... |
import doctest
import warnings
from django.test import SimpleTestCase
from couchdbkit import BadValueError
import corehq.motech.value_source
from corehq.motech.const import (
COMMCARE_DATA_TYPE_DECIMAL,
COMMCARE_DATA_TYPE_INTEGER,
COMMCARE_DATA_TYPE_TEXT,
)
from corehq.motech.value_source import (
Ca... |
"""
Copyright (c) Facebook, Inc. and its affiliates.
"""
import time
import queue
from droidlet.perception.robot.handlers import (
InputHandler,
DetectionHandler,
FaceRecognitionHandler,
HumanPoseHandler,
TrackingHandler,
MemoryHandler,
LaserPointerHandler,
ObjectDeduplicationHandler,
)... |
from bs4 import BeautifulSoup
from datetime import datetime
from nflsite import db
from nflsite.models import *
from requests_html import HTMLSession
def getSource():
session = HTMLSession()
r = session.get('https://www.nfl.com/schedules/')
r.html.render()
source = r.html.html
r.close()
return... |
# Ahjo - Database deployment framework
#
# Copyright 2019, 2020, 2021 ALM Part<NAME>
# SPDX-License-Identifier: Apache-2.0
"""Module for updating database extended properties.
Global variable EXCLUDED_SCHEMAS holds list of schemas that should
be excluded from update.
Global variable DOCS_DIR holds the documentation ... |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import math
from enum import Enum
from typing import List, Optional
import torch
from pytext.config import ConfigBase
from pytext.config.component import Component, ComponentType
from torch.optim.lr_scheduler import (
Co... |
#!/usr/bin/env python
""" Downloads FaceForensics++ and Deep Fake Detection public data release
Example usage:
see -h or https://github.com/ondyari/FaceForensics
"""
# -*- coding: utf-8 -*-
import argparse
import os
import urllib
import urllib.request
import tempfile
import time
import sys
import json
import random... |
# https://github.com/ethereum/go-ethereum/wiki/Blockpool
import time
from ethereum.utils import privtoaddr, sha3
import rlp
from rlp.utils import encode_hex
from ethereum import processblock
from synchronizer import Synchronizer
from ethereum.slogging import get_logger
from ethereum.chain import Chain
from devp2p.servi... |
#!/usr/bin/env python3
import random
import argparse
import time
from collections import namedtuple
location = namedtuple("location",['x','y'])
#===== COMMAND-LINE ARGUMENTS =====#
def get_args():
parser = argparse.ArgumentParser(
description="A Python maze generator",
epilog="Usage: generator.py [... |
"""This module handles
:ref:`reddening laws and extinction <pysynphot-extinction>` calculations.
"""
from __future__ import absolute_import, division, print_function
from astropy.io import fits as pyfits
from .spectrum import ArraySpectralElement
from . import Cache
from . import extinction #temporary(?) backwards co... |
import torch
import torchvision
import torchvision.transforms as transforms
import matplotlib.pyplot as plt
import numpy as np
import torch.nn as nn
import torch.nn.functional as F
from torch.utils.data import DataLoader
import torch.optim as optim
import time
transform = transforms.Compose(
[transforms.ToTensor(... |
import sys
from tornado.web import authenticated
from jupyterhub.handlers.base import BaseHandler
from jupyterhub.orm import Group
from ..orm import Dashboard
from .base import DashboardBaseMixin, check_database_upgrade
from ..util import DefaultObjDict, url_path_join
from .. import hookimpl
from ..pluggymanager imp... |
"""
Most of codes are "COPIED" from saliconeval.auc, etc.
just because, the salicon interfaces sucks :-(
and https://github.com/herrlich10/saliency/blob/master/benchmark/metrics.py
"""
import numpy as np
from skimage.transform import resize
import numpy.random as random
from functools import partial
import scipy.spar... |
from __future__ import division
from __future__ import print_function
import matplotlib.pyplot as plt
from pylab import *
import numpy as np
import tensorflow as tf
from random import choice, shuffle
from pymongo import MongoClient
from bson.objectid import ObjectId
from tensorflow.tensorboard.tensorboard import FLAGS... |
import logging
import enum
import dataclasses
import typing
import cryptography.x509
import uuid
import datetime
import base64
import urllib.parse
import certvalidator
import requests
import json
import binascii
import cryptography.hazmat.primitives.hashes
import cryptography.hazmat.primitives.asymmetric.rsa
import cry... |
"""
Module to build a team utlization report in csv
from the Tock API data
and csv list of users
"""
import csv
import os
import datetime
import urllib.request
from urllib.error import HTTPError as HTTPError
import json
import tock_blocks
TOCK_API_KEY = os.environ['TOCK_API_KEY']
MONTH_NAME_LIST = ["January", "Februa... |
# Copyright (c) Facebook, Inc. and its affiliates.
from copy import deepcopy
from typing import Any, Dict, List, Type
import torch
from mmf.common.registry import registry
from mmf.common.typings import DictConfig
from mmf.models.transformers.base import (
BaseTransformer,
BaseTransformerConfigType,
BaseT... |
"""
Implementation of "Attention is All You Need"
"""
import os
import random
from typing import Any, Dict, List, Optional, Tuple
import fairseq
import torch.nn as nn
import torch
from fairseq.models.bart import BARTModel
from onmt.encoders.encoder import EncoderBase
import logging
class BARTEncoder(EncoderBase):
... |
import numpy as np
__all__ = ['read_3col_pendf','write_pendf_xs',"endf_float_str",
"update_file2","setupdict","update_pardict","strip_line_num"]
def read_3col_pendf(file,start,finish):
"""
Read part of a PENDF format file.
PENDF format files have sections of the file where the cross... |
# -*- coding: utf-8 -*-
from __future__ import unicode_literals, print_function
import fnmatch
import json
import numbers
import sys
import threading
import traceback
import _frida
class DeviceManager(object):
def __init__(self, impl):
self._impl = impl
def __repr__(self):
return repr(self.... |
# -*- coding: utf-8 -*-
"""Download documents from the Plymouth County Registry of Deeds (ROD)
The system used by the ROD to uniquely identify documents is Book and Page,
which stems from a historic practice of physically appending pages to an
archival book each time a new document was added to the record.
By providi... |
# -*- coding: utf-8 -*-
from __future__ import division, print_function
import unittest
import numpy as np
from nufft import nufft1d1, nufft1d2, nufft1d3
def _error(exact, approx):
return np.sqrt(np.sum(np.abs(exact - approx) ** 2) / np.sum(np.abs(exact)**2))
class NUFFT1DTestCase(unittest.TestCase):
"""Te... |
from django.core.urlresolvers import reverse
from django.contrib import admin
from django.conf import settings
from django import forms
from django_conference.models import (DonationType, ExtraType, Meeting,
MeetingDonation, MeetingExtra, MeetingInstitution, Paper, PaperPresenter,
Registration, RegistrationDon... |
import torch
import torch.nn as nn
from torch.autograd import Variable
import torch.nn.functional as F
from torch import optim
import numpy as np
NUM_CLASSES = 21
class SimpleClassifier(nn.Module):
def __init__(self):
super(SimpleClassifier, self).__init__()
self.conv1 = nn.Conv2d(3, 64, 5)
... |
# Copyright 2015 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... |
"""
<NAME>
14010627X
COMP1001 Assignment 8-9
11-14-14
"""
from random import shuffle
import os
"""
getKey() PseudoCode
function definition: def genkey(length):
check if length is less than 1: if(length<1):
if so raise value error: raise ValueError
otherwise: ... |
# -*- coding: utf-8 -*-
from setup import *
def plot_signal_location(report, plot_width=900, plot_height=200):
fig = bplt.figure(title='Signal location', plot_width=plot_width,
plot_height=plot_height,
tools='xpan,xzoom_in,xzoom_out,xwheel_zoom,reset',
... |
from sagas.ofbiz.services import OfService as s, oc, track
from sagas.ofbiz.entities import OfEntity as e, get_package_entities
from sagas.ofbiz.date_time import DateTime
from sagas.util.str_converters import to_camel_case, to_snake_case
type_mappings = {"string": ["object",
"id", "id-long"... |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved
import os
import sys
import unittest
import torch
import torch.distributed as dist
import torch.multiprocessing as mp
import torch.nn as nn
import torch.optim as optim
from opacus import PrivacyEngine
from opacus.distributed ... |
#!/usr/bin/env python3
# Copyright lowRISC contributors.
# Licensed under the Apache License, Version 2.0, see LICENSE for details.
# SPDX-License-Identifier: Apache-2.0
import argparse
from distutils.version import StrictVersion
import logging as log
import os
import re
import shlex
import subprocess
import sys
# Di... |
import os
from time import time
import pathlib
from typing import Dict, Union
import glob
import numpy as np
import xarray as xr
from pyschism.mesh.base import Gr3
def combine(var, shape, l2g, name):
values = np.full(tuple(shape), np.nan)
local_ids = list(l2g.keys())
for i, data in enumerate(var):
... |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
# Modifications copyright (C) 2020 <NAME>
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in complianc... |
# coding=utf-8
# Copyright 2021 The Google Research Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicab... |
#!/usr/bin/python3
# -*- coding: utf-8 -*-
# auth: <NAME>
import requests
from bs4 import BeautifulSoup
from IPython.core.display import clear_output
from random import randint
import pandas as pd
import csv
import time as t
import sqlite3
import sys
import os
def is_digit(check_input):
"""
function to check... |
# Copyright 2019 Contributors to Hyperledger Sawtooth
#
# 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 ... |
import os
import random
from pathlib import Path
import time
import datetime
from collections import defaultdict
import argparse
import torch
import torch.nn as nn
import torch.nn.functional as F
import torch.optim as optim
from torch.utils.tensorboard import SummaryWriter
from model import Model
from dataset import ... |
import glob
import json
import os
import time
import dask
import numpy as np
import pandas as pd
from dask import delayed
from distributed import LocalCluster, Client
from joblib import parallel_backend
from scipy.stats import zscore
from sklearn.cluster import DBSCAN, OPTICS
from sklearn.covariance import EllipticEnv... |
from pprint import pformat
import datetime
import random
from time import sleep
import uuid
from collections import Counter
import tator
from ._common import assert_close_enough
def wait_for_parity(tator_api, project, patch, expected_ids):
attribute_filter = [f"test_string::{patch['attributes']['test_string']}"]... |
# -*- coding: utf-8 -*-
"""
deepsurvk.py
Defines the actual DeepSurvK network.
"""
import tensorflow as tf
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense, Dropout, ActivityRegularization
from tensorflow.keras.optimizers import SGD, Nadam
from tensorflow.keras.regularizers impor... |
import argparse
import time
import scipy
from scipy import ndimage
import cv2
import numpy as np
import sys
import json
import torch
from torch.autograd import Variable
import torchvision.models as models
import torch.nn.functional as F
from torch.utils import data
from networks.basenet import Res_Deeplab
from datase... |
# -*- test-case-name: twisted.web.test.test_xmlrpc -*-
#
# Copyright (c) 2001-2004 Twisted Matrix Laboratories.
# See LICENSE for details.
"""Test XML-RPC support."""
try:
import xmlrpclib
except ImportError:
xmlrpclib = None
class XMLRPC: pass
else:
from twisted.web import xmlrpc
from twisted.web... |
"""Definitions of screw axes and space groups for Laue classes."""
from __future__ import absolute_import, division, print_function
from dials.algorithms.symmetry.absences.screw_axes import (
ScrewAxis21a,
ScrewAxis21b,
ScrewAxis21c,
ScrewAxis31c,
ScrewAxis41a,
ScrewAxis41b,
ScrewAxis41c,
... |
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import os
from absl import app as absl_app
from absl import flags
import tensorflow as tf # pylint: disable=g-bad-import-order
import resnet_model
import resnet_run_loop
from official.utils.flags import core... |
from spikeextractors import RecordingExtractor
from spikeextractors.extraction_tools import check_get_traces_args
from .basepreprocessorrecording import BasePreprocessorRecordingExtractor
import numpy as np
from scipy.interpolate import interp1d
class RemoveArtifactsRecording(BasePreprocessorRecordingExtractor):
... |
"""
Utility methods for manipulating variant sets.
"""
from collections import defaultdict
import re
from django.core.exceptions import ObjectDoesNotExist
import pyinter
from main.constants import UNDEFINED_STRING
from main.models import ExperimentSample
from main.models import Variant
from main.models import Varian... |
# Copyright 2018 NTT 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... |
import numpy as np
from .ec import ECMeasurement
from ..data_series import ValueSeries, TimeSeries
from ..exceptions import BuildError, SeriesNotFoundError
from .analysis_tools import (
tspan_passing_through,
calc_sharp_v_scan,
find_signed_sections,
)
from ..plotters.ec_plotter import CVDiffPlotter
from ..t... |
# -*- coding: utf-8 -*-
from __future__ import absolute_import
# Copyright 2019 Open End AB
#
# 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
... |
from CPG_core.CPG_Sin_osillator import sin_oscillator
from CPG_core.CPG_Sin_osillator import CPG_Sinneutron
class CPG_network(object):
def __init__(self, CPG_node_num, position_vector):
kf = position_vector[0]
self.CPG_node_num = CPG_node_num # 不包括placemarker
if len(pos... |
"""Python wrappers around TensorFlow ops.
This file is MACHINE GENERATED! Do not edit.
Original C++ source file: gen_tensor_forest_ops.cc
"""
import collections as _collections
import six as _six
from tensorflow.python import pywrap_tensorflow as _pywrap_tensorflow
from tensorflow.python.eager import context as _con... |
#!/usr/bin/python
# -*- coding: utf-8 -*-
# Copyright (c) 2017 Ansible Project
# GNU General Public License v3.0+
# (see COPYING or https://www.gnu.org/licenses/gpl-3.0.txt)
from __future__ import absolute_import, division, print_function
__metaclass__ = type
DOCUMENTATION = '''
---
module: linode_v4
short_descripti... |
# Copyright 2021 The BladeDISC 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 applicable law or ... |
# -*- coding: utf-8 -*-
import requests
import json
from datetime import datetime
import logging
import os
import datetime
import argparse
def setup_log():
dir_path = os.path.dirname(os.path.realpath(__file__))
logpath = os.path.join(dir_path, "..","logs")
if not os.path.exists(logpath):
os.makedir... |
"""
Runner.
"""
from __future__ import annotations
from dataclasses import dataclass
from datetime import datetime
from pathlib import Path
from typing import Any, Mapping, MutableMapping, Optional, Sequence, Type, Union
import pandas as pd
import typer
from pocketutils.core.exceptions import InjectionError, PathExi... |
from tensorflow.keras.applications.imagenet_utils import preprocess_input
from utils.augmentations import *
AUTO = tf.data.experimental.AUTOTUNE
@tf.function
def data_augment(image, boxes, labels):
if tf.random.uniform([]) > 0.5:
image = tf.image.random_saturation(image, lower=0.5, upper=1.5) # 랜덤 채도
i... |
#https://github.com/llSourcell/How_to_simulate_a_self_driving_car/blob/master/utils.py
import cv2, os, random
import numpy as np
import matplotlib.image as mpimg
#Rosey2
IMAGE_HEIGHT, IMAGE_WIDTH, IMAGE_CHANNELS = 66, 200, 3
INPUT_SHAPE = (IMAGE_HEIGHT, IMAGE_WIDTH, IMAGE_CHANNELS)
def load_image(data_dir, image_fil... |
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from __future__ import unicode_literals
from caffe2.python import core
from functools import partial
from hypothesis import given
from caffe2.python import workspace
import caffe2.python.hypothesis_test_util as... |
from math import floor
import numpy as np
import functools
from warnings import warn
import sys
from scipy.optimize import root_scalar
from numpy.polynomial.polynomial import Polynomial as npPoly
exponent_to_letter = {
-18: 'a',
-15: 'f',
-12: 'p',
-9: 'n',
-6: 'u',
-3: 'm',
0: '',
3: '... |
from fastai.basics import *
from fastai.text.learner import LanguageLearner, get_language_model, _model_meta
from .model import *
from .transform import MusicItem
from ..numpy_encode import SAMPLE_FREQ
from ..utils.top_k_top_p import top_k_top_p
from ..utils.midifile import is_empty_midi
_model_meta[MusicTransformerXL... |
from django.shortcuts import render,redirect,reverse
from django.contrib.auth.decorators import login_required
from project.models import ProjectDetail
from project.issueSolution.models import Issue,Solution,IssueComment,SolutionComment
from accounts.models import UserProfile
from django.http import HttpResponseRedirec... |
# Copyright Contributors to the Rez project
#
# 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 ... |
import nonebot
import json
import time
from matplotlib.font_manager import FontProperties
from nonebot import on_command, require
from nonebot.adapters.cqhttp import Event, Message
from nonebot.adapters.cqhttp.bot import Bot
from .coingecko_api import exchange_list, get_exchange_rates
import matplotlib.pyplot as plt
i... |
#!/usr/bin python3
from os import environ, getcwd, mkdir, system
from apt import Cache
def get_codename():
return "focal"
class NginX():
"""This class will define several methods which will interact with NginX."""
def add_key(self, current_working_directory):
# This method will add NginX signing key to the ap... |
""" Implement the entire mechanism to build λ-abstractions from a
few magic tricks provided here and a lot of operator overloading.
Be reassured: while you're not using the public stuff exposed here,
no operator is overloaded and everything is working as usual.
Importing this module has no side-effect.
"""
import abc
... |
import panzee.nmfe
class MockView(object):
def __init__(self):
self.dialogue = ""
self.speaker = None
self.background_path = None
self.displaying_background = False
self.background_transition = None
self.audio_path = None
self.playing_audio = False
... |
from cornice.resource import resource, view
from cornice import Service
from pyramid.httpexceptions import HTTPServerError, HTTPNotFound
from pyramid.response import FileResponse
from pyramid.security import Everyone
import os
import shutil
import magic
from naki.lib.auth import RIGHTS
from naki.lib.cors import NAKI_C... |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Author: lapis-hong
# @Date : 2018/3/19
"""A client that talks to tensorflow_model_server loaded with SavedModel.
Typical usage example:
client.py --num_tests=100 --server=localhost:9000
"""
from __future__ import print_function
from os.path import dirname, abspat... |
from configparser import (
ConfigParser, InterpolationError, ExtendedInterpolation, MAX_INTERPOLATION_DEPTH,
InterpolationDepthError, InterpolationSyntaxError, NoSectionError, NoOptionError,
InterpolationMissingOptionError, DuplicateSectionError, DuplicateOptionError,
)
import os
import re
import shlex
impo... |
'''
Code for comparing the algorithmic outputs in an MDS and hierarchical
clustering analysis.
'''
import pickle
import numpy as np
import matplotlib.pyplot as plt
import matplotlib.transforms as transforms
from sklearn.manifold import MDS
from scipy.spatial import distance
from scipy.cluster import hierarchy
import e... |
import argparse
import os
import csv
import random
import logging
from tqdm import tqdm, trange
import numpy as np
import torch
from torch.utils.data import (DataLoader, RandomSampler, SequentialSampler,
TensorDataset)
from pytorch_pretrained_bert import (OpenAIGPTDoubleHeadsModel, OpenA... |
#!/usr/bin/python3
from threading import Lock, Event
from queue import Queue
from seleniumwire import webdriver, request as selenium_request
class Data:
def __init__(self):
"""
Constructor of the Data class.
Responsible of storing each process information.
"""
self.ip = Non... |
#!/usr/bin/env python3
from flask import Flask, render_template, request
from flask import redirect, jsonify, url_for, flash
from sqlalchemy import create_engine, asc, desc
from sqlalchemy.orm import sessionmaker
from database_setup import Base, Sport, MenuItem, User
# Session Import
from flask import session as logi... |
"""
To save time, debug, coding; have everything be in terms of iterations, but control the frequency of logging with
the log frequency parameter. When calling the epochs function, automatically set that in that function,
else set some defaults in the argparse.
# - halt when converged
ref:
- https://forums.pytor... |
# -*- coding: utf-8 -*-
#
# Copyright (C) 2008 <NAME> (john -at- paulett.org)
# Copyright (C) 2009, 2011, 2013 <NAME> (davvid -at- gmail.com)
# All rights reserved.
#
# This software is licensed as described in the file COPYING, which
# you should have received as part of this distribution.
import sys
import jsonpick... |
#!/usr/bin/env python
"""
The Computer Language Benchmarks Game
http://benchmarksgame.alioth.debian.org/
regex-dna Python 3 #5 program:
contributed by <NAME>
2to3
modified by <NAME>
fasta Python 3 #3 program:
modified by <NAME>
modified again by <NAME>
modified by <NAME>
Modified by <NAME>
"""
import bisect
import r... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.