input stringlengths 2.65k 237k | output stringclasses 1
value |
|---|---|
multiplies them by `P` and
compositions.
Returns
-------
fugacities : list[float]
Fugacities, [Pa]
'''
P = self.P
lnphis = self.lnphis_at_zs(zs)
return [P*zs[i]*trunc_exp(lnphis[i]) for i in range(len(zs))]
def lnphi(self):
r'''Method to calculate and return the log of fugacity coefficient of
the phase; p... | |
[3393, 80.10075151],
[3394, 80.10445042],
[3394, 79.74884672],
[3396, 80.39176952],
[3397, 79.75273925],
[3398, 79.80364796],
[3398, 79.77673955],
[3399, 79.96147169],
[3401, 79.81509581],
[3402, 79.2488253],
[3402, 79.29367556],
[3403, 79.33729744],
[3405, 78.84174034],
[3406, 78.66886552],
[3407, 78.904... | |
<reponame>noisyoscillator/qiskit-aqua
# -*- coding: utf-8 -*-
# This code is part of Qiskit.
#
# (C) Copyright IBM 2018, 2020.
#
# This code is licensed under the Apache License, Version 2.0. You may
# obtain a copy of this license in the LICENSE.txt file in the root directory
# of this source tree or at http://www.ap... | |
<gh_stars>0
# Copyright 2018 Brocade Communications Systems LLC. 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 also obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unl... | |
<reponame>ShenhanQian/SpeechDrivesTemplates
import os
from datetime import datetime
import logging
import time
from abc import abstractmethod
import matplotlib as mpl
import numpy as np
import torch
from torch import nn
from torch.utils.tensorboard import SummaryWriter
from torch.utils.data import DataLoader
from cor... | |
'test_feature_in_experiment',
'feature_enabled': False,
'source': 'rollout',
'variable_key': 'count',
'variable_value': 999,
'variable_type': 'integer',
'source_info': {},
},
)
mock_client_logger.info.reset_mock()
# String
with mock.patch(
'optimizely.decision_service.DecisionService.get_variation_for_fea... | |
<reponame>chris-angeli-rft/cloud-custodian
# Copyright 2019 Capital One Services, 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... | |
import torch
# math
import numpy as numpy
import numpy as np
import math
from numpy.linalg import inv
import random
from itertools import cycle
# io
from PIL import Image
# torchvision
import sys
sys.path.insert(0, '../pytorch-segmentation-detection/vision/') # from subrepo
from torchvision import transforms
from de... | |
<reponame>wi11dey/pylabnet
import numpy as np
import copy
class Channel:
""" Class to represent a signal channel.
"""
def __init__(self, name, is_analog):
self.name = name
self.is_analog = is_analog
def __repr__(self):
return f"Channel({self.name}, {self.is_analog})"
def __eq__(self, other):
if not isinst... | |
sage: G.radius()
5
sage: G.diameter()
5
sage: G.girth()
6
Its chromatic number is `2` and its automorphism group is of order
`192`::
sage: G.chromatic_number()
2
sage: G.automorphism_group().cardinality()
192
It is a non-integral graph as it has irrational eigenvalues::
sage: G.characteristic_polynomia... | |
<reponame>ritchie46/flopy
import os
import platform
import socket
import copy
import json
import numpy as np
from datetime import datetime
import time
from .metadata import acdd
import flopy
# globals
FILLVALUE = -99999.9
ITMUNI = {0: "undefined", 1: "seconds", 2: "minutes", 3: "hours", 4: "days",
5: "years"}
PRECISI... | |
#!/usr/bin/python
# logging should be setup first so imported modules' logging is configured too
import os
from vai.dpuv1.rt import logging_mp
log_file = os.environ['VAI_ALVEO_ROOT'] + "/neptune/logging.ini"
logging_mp.setup_logger(log_file, 'neptune')
from datetime import datetime
import json
import signal
import th... | |
_dst_type, bool _normalized,
int _ksize, int _border_mode=1)
init(self, int _max_width, int _src_type, int _dst_type, bool _normalized,
int _ksize)
init(self, int _max_width, int _src_type, int _dst_type, bool _is_separable,
CvSize _ksize, CvPoint _anchor=cvPoint(-1,-1),
int _border_mode=1, CvScalar _border_v... | |
directly passed to the
corresponding plotting tools of the ParaMonte library to
draw the corresponding subplots, if they are activated.
Example usage:
.. code-block:: python
layout.contour.contour.kws.colors = "blue"
currentFig
A structure whose attributes are the outputs of various plotting
tools used ... | |
certain uses of the "is" operator, like those
involving comparisons between instance methods, or constants.
Check their documentation for more info.
[5] The "%" operator is also used for string formatting; the same
precedence applies.
[6] The power operator "**" binds less tightly than an arithmetic
or bitwise un... | |
import atexit
import os
import threading
import time
from collections import OrderedDict
from sys import version_info
if version_info[0] >= 3:
import configparser as ConfigParser
else:
import ConfigParser
_MODE_NAV = 'navigate'
_MODE_ADJ = 'adjust'
_MODE_TXT = 'entry'
class MenuIcon:
arrow_left = [0, 0, 8, 24, ... | |
+ m.b184 - m.b260 <= 0)
m.c3669 = Constraint(expr= - m.b179 + m.b185 - m.b261 <= 0)
m.c3670 = Constraint(expr= - m.b180 + m.b181 - m.b262 <= 0)
m.c3671 = Constraint(expr= - m.b180 + m.b182 - m.b263 <= 0)
m.c3672 = Constraint(expr= - m.b180 + m.b183 - m.b264 <= 0)
m.c3673 = Constraint(expr= - m.b180 + m.b184 - m.b2... | |
<gh_stars>1-10
import numpy as np
import copy
#np.random.seed(0)
nc = 0
#import pylab
def comupute_enhanced(proba, actual_pos,cascade={}):
#assert()
infl = cascade["infl"] #,50)
amount = cascade["amount"] #,4)
down = cascade["down"]#,10)
damount = cascade["damount"]#,1 / 10000.)
cproba = np.zeros_like(proba)... | |
equal to the storage space allowed to the Grid
member with the smallest amount of space allowed.
"""
_infoblox_type = 'grid:filedistribution'
_fields = ['allow_uploads', 'backup_storage', 'current_usage',
'enable_anonymous_ftp', 'global_status', 'name',
'storage_limit']
_search_for_update_fields = ['name']
_upd... | |
"""Cascade RCNN Model."""
from __future__ import absolute_import
import os
import mxnet as mx
from mxnet import autograd
from mxnet.gluon import nn
from .rcnn_target import RCNNTargetSampler, RCNNTargetGenerator
from ..rcnn import RCNN2
from ..rpn import RPN
from ...nn.coder import NormalizedBoxCenterDecoder, MultiPer... | |
status = utools._verify_version("tarballfile")
self.assertEqual(status, (False, ''))
mock_call.return_value = 0
mock_verok.return_value = False
mock_isfile.return_value = True
status = utools._verify_version("tarballfile")
# self.assertEqual(status, (False, ''))
mock_call.return_value = 0
mock_verok.return_va... | |
<gh_stars>10-100
import re
import logging
from ..common.optconst import *
from .lgmisc import LGParseError
from typing import List, Optional, Union, Tuple
from decimal import Decimal
"""
Utilities for parsing postscript notated tokens and links, returned by Link Grammar API method Linkage.postscript()
"""
__all__ ... | |
import tensorflow as tf
from tensorflow import keras
import matplotlib.pyplot as plt
import numpy as np
import h5py
import copy
import time
import os
from whacc import utils
def isnotebook():
try:
c = str(get_ipython().__class__)
shell = get_ipython().__class__.__name__
if 'colab' in c:
return True
elif shell =... | |
from typing import Dict, List, Optional, Tuple
from datetime import datetime, timedelta
from cachetools import TTLCache
from pandas import DataFrame, Series
import numpy as np
## Indicator libs
import talib.abstract as ta
from finta import TA as fta
import technical.indicators as ftt
from technical.indicat... | |
visible at higher resolutions; when zoomed-out the available area will be displayed
as a shaded region. The surface reflectance geometric median (geomedian) is a pixel composite
mosaic of a time series of earth observations. The value of a pixel in a an annual geomedian
image is the statistical median of all observatio... | |
(module 'network'): ns3::Socket::SocketType [enumeration]
module.add_enum('SocketType', ['NS3_SOCK_STREAM', 'NS3_SOCK_SEQPACKET', 'NS3_SOCK_DGRAM', 'NS3_SOCK_RAW'], outer_class=root_module['ns3::Socket'], import_from_module='ns.network')
## socket.h (module 'network'): ns3::SocketAddressTag [class]
module.add_class(... | |
= np.dot(L, LAMBDA_LTXTAcorrY)
sigma2 = np.mean(YTAcorrY -
np.sum(LTXTAcorrY * LAMBDA_LTXTAcorrY, axis=0))\
/ (n_T - n_X0)
LL = n_V * (-np.log(sigma2) * (n_T - n_X0) * 0.5
+ np.log(1 - rho1**2) * n_run * 0.5
- self._half_log_det(X0TAX0)
- self._half_log_det(LAMBDA_i))
deriv_L = np.dot(XTAcorrY, LAMBDA_LTXTAco... | |
<reponame>nsankar/AutoTS
"""Tools for generating and forecasting with ensembles of models."""
import datetime
import numpy as np
import pandas as pd
import json
from autots.evaluator.auto_model import PredictionObject
from autots.evaluator.auto_model import create_model_id
def Best3Ensemble(
ensemble_params,
foreca... | |
<gh_stars>0
# coding: utf-8
"""
ThingsBoard REST API
For instructions how to authorize requests please visit <a href='http://thingsboard.io/docs/reference/rest-api/'>REST API documentation page</a>. # noqa: E501
OpenAPI spec version: 2.0
Contact: <EMAIL>
Generated by: https://github.com/swagger-api/swagger-code... | |
from .functions import defun, defun_wrapped
def _hermite_param(ctx, n, z, parabolic_cylinder):
"""
Combined calculation of the Hermite polynomial H_n(z) (and its
generalization to complex n) and the parabolic cylinder
function D.
"""
n, ntyp = ctx._convert_param(n)
z = ctx.convert(z)
q = -ctx.mpq_1_2
# For re... | |
Source - http://adamcoster.com/2011/01/13/python-clean-up-and-translate-nucleotide-sequences/
'''
return ''.join([gencode.get(sequence[3*i:3*i+3],'X') for i in range(len(sequence)//3)])
# Atoms
backbone_atoms = set(['N', 'CA', 'C', 'O'])
def pdb_atom_name_to_element(s):
'''s should be a string taken from colum... | |
#!/usr/bin/env python
from ansible.module_utils.hashivault import hashivault_argspec
from ansible.module_utils.hashivault import hashivault_auth_client
from ansible.module_utils.hashivault import hashivault_init
from ansible.module_utils.hashivault import hashiwrapper
import json
import requests
ANSIBLE_METADATA = {'s... | |
<filename>spaghetti/analysis.py
import numpy as np
class NetworkBase(object):
"""Base object for performing network analysis on a
``spaghetti.Network`` object.
Parameters
----------
ntw : spaghetti.Network
spaghetti Network object.
pointpattern : spaghetti.network.PointPattern
A spaghetti point pattern ... | |
<filename>rally/task/validation.py
# Copyright 2014: Mirantis 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
#
# U... | |
# 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... | |
<reponame>jgoodknight/spectroscopy<gh_stars>1-10
# -*- coding: utf-8 -*-
"""
Created on Fri Jan 04 13:23:27 2013
Gone through for release 10 Feb 2017
@author: Joey
"""
import copy
import math
import numpy as np
import matplotlib.pyplot as plt
import scipy.integrate
import scipy.interpolate
import Spac... | |
<reponame>vwesselkamp/deepfake-fingerprint-atacks<gh_stars>0
# Get Python six functionality:
from __future__ import\
absolute_import, print_function, division, unicode_literals
from builtins import range, zip
import six
###############################################################################
#################... | |
"%s = %d;" % (dim, 537), file=out ) # Could be randomized
print( file=out)
# Initialize operands (with structure if needed)
print( "% Initialize operands", file=out )
for operand in inop:
name = operand.get_name()
r, c = operand.get_size()
if isLowerTriangular( operand ):
print( "%% %s is lower triangular" % n... | |
'str'
},
'service': {
'required': False,
'revision': {
'6.0.0': True,
'6.2.1': True,
'6.2.3': True,
'6.2.5': True,
'6.4.0': True,
'6.4.2': True,
'6.4.5': True,
'7.0.0': True
},
'type': 'str'
},
'src-filter': {
'required': False,
'revision': {
'6.0.0': True,
'6.2.1': True,
'6.2.3': True,
'6.2.5': T... | |
Z4SS --> Z1SS DN DB
3.38946826E-08 3 1000022 3 -3 # Z4SS --> Z1SS ST SB
3.13976400E-08 3 1000022 4 -4 # Z4SS --> Z1SS CH CB
1.98484599E-06 3 1000022 5 -5 # Z4SS --> Z1SS BT BB
3.11173693E-07 3 1000022 15 -15 # Z4SS --> Z1SS TAU- TAU+
8.10549281E-08 3 1000023 2 -2 # Z4SS --> Z2SS UP UB
9.33409083E-08 3 10000... | |
# Ops-Test
#Code to try and incorporate manual flight
####################################################
##Commander's Challenge Program for Drone Automation
##Starts Drone
## Flies to multiple waypoints
## Returns to starting location, lands/shutdown - Press "L" to land, "P" to acquire another target
##########... | |
<filename>test/quantization/core/test_quantized_tensor.py
# Owner(s): ["oncall: quantization"]
import numpy as np
import math
import torch
import io
import unittest
from copy import deepcopy
from hypothesis import given
from hypothesis import strategies as st
from torch.testing._internal.common_utils import TemporaryF... | |
import signal
import sys
import unittest
import warnings
from unittest import mock
import asyncio
from asyncio import base_subprocess
from asyncio import subprocess
from test.test_asyncio import utils as test_utils
from test import support
if sys.platform != 'win32':
from asyncio import unix_events
#... | |
1, 1, 1, 1, 1, 1, 1]
_sedlex_rnd_181 = [_sedlex_rnd_179, _sedlex_rnd_180]
_sedlex_rnd_178 = [_sedlex_rnd_177]
_sedlex_DT_table_20 = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1... | |
@ x_rot[0]
errs = single_npjpe_not_mean(gt_pose_cam0, cam0_rot_pred, allow_mirror)
pck = tf.reduce_mean(tf.cast(errs < threshold, tf.float32)) * 100
return pck
pck_batch = vmap.vmap(pck, ['gt_pose_cam0', 'cur_x'])
return pck_batch
def resh_mse(x_gt, fwd):
fwd_re = tf.reshape(fwd, tf.shape(x_gt))
return tfk.lo... | |
pore or throat labels are returned. If empty then
both are returned (default).
pores (or throats) : array_like
The pores (or throats) whose labels are sought. If left empty a
list containing all pore and throat labels is returned.
mode : string, optional
Controls how the query should be performed. Only applicab... | |
= PerlTreeEvaluator(ctlr, buf, trg, citdl_expr,
line, filter)
buf.mgr.request_eval(evalr)
def libs_from_buf(self, buf):
env = buf.env
# A buffer's libs depend on its env and the buf itself so
# we cache it on the env and key off the buffer.
if "perl-buf-libs" not in env.cache:
env.cache["perl-buf-libs"] = wea... | |
'''
Copyright (c) 2017-2018, wezu (<EMAIL>)
Permission to use, copy, modify, and/or distribute this software for any
purpose with or without fee is hereby granted, provided that the above
copyright notice and this permission notice appear in all copies.
THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WA... | |
<gh_stars>0
#!/usr/bin/python
# -*- encoding: utf-8; py-indent-offset: 4 -*-
# +------------------------------------------------------------------+
# | ____ _ _ __ __ _ __ |
# | / ___| |__ ___ ___| | __ | \/ | |/ / |
# | | | | '_ \ / _ \/ __| |/ / | |\/| | ' / |
# | | |___| | | | __/ (__| < | | | | . \ |
# | \____|_| |... | |
# Copyright 2012 Nicira Networks, 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 wri... | |
configuration of the run agent.
:type agent_configuration:
~azure.mgmt.containerregistry.v2019_06_01_preview.models.AgentProperties
:param source_registry_auth: The scope of the credentials that were used to login to the source
registry during this run.
:type source_registry_auth: str
:param custom_registries: Th... | |
as exc:
try:
# Try to parse with formatting with day first
return dateutil_parser.parse(cleaned_date, dayfirst=True, fuzzy=True)
except ValueError as exc:
# If failed, try with year first
try:
m = re.search('\d+', s, re.UNICODE)
if len(m.group(0)) == 4:
return dateutil_parser.parse(cleaned_date, yearfirst=True... | |
in systemdlls:
print "System DLL: " + file
continue
dllpath = ""
for path in extrapaths:
if os.path.exists(path + "/" + file):
dllpath = re.sub(r"\\", r"/", path + "/" + file)
print file + ": found at " + dllpath
dllpaths.append(dllpath)
break
if dllpath == "":
try:
dllpath = re.sub(r"\\", r"/", which(file)... | |
# Find a suitable (writable) location for the index database
if writeIndex:
for indexPath in possibleIndexFilePaths:
try:
folder = os.path.dirname( indexPath )
os.makedirs( folder, exist_ok = True )
f = open( indexPath, 'wb' )
f.write( b'\0' * 1024 * 1024 )
f.close()
os.remove( indexPath )
self.indexFileNam... | |
self.__dict__ == other.__dict__
def __ne__(self, other: 'GetPublicSettingsResponseVERSIONS') -> bool:
"""Return `true` when self and other are not equal, false otherwise."""
return not self == other
class ImportCaBodyMsp():
"""
ImportCaBodyMsp.
:attr ImportCaBodyMspCa ca:
:attr ImportCaBodyMspTlsca tlsca:
:a... | |
<filename>direct/src/tkpanels/ParticlePanel.py
"""PANDA3D Particle Panel"""
__all__ = ['ParticlePanel']
# Import Tkinter, Pmw, and the floater code from this directory tree.
from direct.tkwidgets.AppShell import *
from direct.showbase.TkGlobal import *
from direct.tkwidgets import Dial
from direct.tkwidgets import Fl... | |
<gh_stars>1-10
#
# Autogenerated by Thrift Compiler (0.9.2)
#
# DO NOT EDIT UNLESS YOU ARE SURE THAT YOU KNOW WHAT YOU ARE DOING
#
# options string: py
#
from thrift.Thrift import TType, TMessageType, TException, TApplicationException
from thrift.transport import TTransport
from thrift.protocol import TBinaryProtocol... | |
from __future__ import absolute_import
from __future__ import unicode_literals
import os
import uuid
from datetime import datetime
from xml.etree import cElementTree as ElementTree
from django.test.utils import override_settings
from django.test import TestCase
from mock import patch
from casexml.apps.case.util import... | |
"TO_CHAR(A, 'VW', 'NLS_DATE_LANGUAGE=GERMAN')")
self.completeFunctionTest("A", 't_datetime', "TO_DATE(TO_CHAR(A)", 'WHERE A < TO_DATE(TO_CHAR(A))')
self.completeFunctionTest("A", 't_datetime', "TO_DATE(TO_CHAR(A), 'YYYY-MM-DD')", "WHERE A < TO_DATE(TO_CHAR(A), 'YYYY-MM-DD')")
self.completeFunctionTest("TO_DSINTERVAL... | |
import math
from krrt.utils import get_opts, write_file
from krrt.stats.plots import plot
from run_example import *
POP_FILE = "testing/cog-pop"
def experiment1():
print "Running experiment to compute the time savings"
print "for precomputing the temporal network.\n"
print "Building the policy..."
(pol, P) = ... | |
<reponame>jlk9/wavelet_xcorr<gh_stars>1-10
# Written by <NAME>, <EMAIL>
# Last modified 3/4/2021
import numpy as np
import math
from scipy.signal import correlate
# First, we need a few C related libraries:
from ctypes import c_void_p, c_double, c_int, cdll
from numpy.ctypeslib import ndpointer
# This loads the com... | |
<reponame>MyPyDavid/ECpy<filename>src/elchempy/_todo_PostEC/plotting.py
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Sat Jan 25 11:04:07 2020
@author: zmg
"""
import itertools
from pathlib import Path
from datetime import datetime
import matplotlib.pyplot as plt
import numpy as np
import pandas as ... | |
# -*- coding: utf-8 -*-
"""Classes and functions that create the bandwidth measurements document
(v3bw) used by bandwidth authorities."""
# flake8: noqa: E741
# (E741 ambiguous variable name), when using l.
import copy
import logging
import math
import os
from itertools import combinations
from statistics import media... | |
# 要添加一个新单元，输入 '# %%'
# 要添加一个新的标记单元，输入 '# %% [markdown]'
# %%
from IPython import get_ipython
# %% [markdown]
# # Module 1: Using CNN for dogs vs cats
# %% [markdown]
# To illustrate the Deep Learning pipeline, we are going to use a pretrained model to enter the [Dogs vs Cats](https://www.kaggle.com/c/dogs-vs-cats-redu... | |
<reponame>njw0709/ShapeY<filename>shapey/dataprocess/raw_data.py
from tqdm import tqdm
import numpy as np
from itertools import combinations
import cupy as cp
from cupyx.scipy.linalg import tri
import functools
from shapey.utils.customdataset import ImageFolderWithPaths, PermutationPairsDataset
from shapey.utils.modelu... | |
and smooth", 72],
["Wanyue", "婉约", "composed", 72],
["Kee", "可恶", "hateful", 72],
["Zhuojue", "卓绝", "outstanding", 72],
["Zuozuo", "做作", "artificial", 72],
["Yinxian", "阴险", "sinister", 71],
["Feimei", "肥美", "lush", 71],
["Jinglian", "精练", "concise", 71],
["Haohao", "浩浩", "vast", 71],
["Meijin", "没劲", "insipid... | |
= Returns(
window_length=returns_length,
mask=(AssetExists() | SingleAsset(asset=target)),
)
return super().__new__(
cls,
base_factor=returns,
target=returns[target],
correlation_length=correlation_length,
mask=mask,
)
class RollingLinearRegressionOfReturns(RollingLinearRegression):
"""
Perform an ordinar... | |
import csv
import h5py
import logging
import logging.config
import numpy as np
import os
from os import path
import pandas as pd
import pathlib
import re
import xlsxwriter
class CreateCsv:
"""Class combines csv linking IDs to csv containing feature info.
Merge linked track and object IDs to corresponding feature da... | |
<gh_stars>0
# Copyright 2020 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 wri... | |
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
# "Reducing Failure-Inducing Inputs" - a chapter of "The Debugging Book"
# Web site: https://www.debuggingbook.org/html/DeltaDebugger.html
# Last change: 2021-03-03 15:43:27+01:00
#
# Copyright (c) 2021 CISPA Helmholtz Center for Information Security
# Copyright (c) 2018-... | |
> 1:
LOGGER.warning('You have created %d optimizers for this model. This is not recommended (High memory usage)',
self.nb_optimizers)
# Determining aggregation_method based on accumulate_n flag
aggregation_method = None
if self.hparams['grad_aggregation'].upper() == 'ACCUMULATE_N':
aggregation_method = tf.Aggreg... | |
2.0 * n))) / 6.0 + np.log10(np.pi) / 2.0
@jit(nopython=True, fastmath=True)
def sumRange(xmin, xmax):
"""[summary]
:param xmin: [description]
:type xmin: [type]
:param xmax: [description]
:type xmax: [type]
:return: [description]
:rtype: [type]
"""
csum = 0
for i in np.arange(xmin, xmax + 1):
csum += np.l... | |
<filename>jupyterlab_translate/utils.py
# Copyright (c) Jupyter Development Team.
# Distributed under the terms of the Modified BSD License.
"""
"""
import json
import os
import re
import shutil
import subprocess
import sys
import tempfile
from collections import OrderedDict
from itertools import chain
from pathlib imp... | |
validator=validate)
# def test_repos_leetcode():
# path_name = os.path.join(constants.seeds_dir, 'repos', 'leetcode')
# multicall.multicall_directories(path_name, fuzzer='quickfuzz', validator=validate)
# def test_repos_leetcode_javascript():
# path_name = os.path.join(constants.seeds_dir, 'repos', 'leetcode-javasc... | |
# coding=utf-8
# Copyright 2021 The Tensor2Tensor 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 applicable law... | |
from typing import Callable
from fp.fp import FreeProxy
import random
import logging
import time
import requests
import tempfile
import urllib3
from selenium import webdriver
from selenium.webdriver.support.wait import WebDriverWait, TimeoutException
from selenium.webdriver.common.by import By
from selenium.common.exc... | |
= next_link
class WorkflowParameter(msrest.serialization.Model):
"""The workflow parameters.
:param type: The type. Possible values include: "NotSpecified", "String", "SecureString",
"Int", "Float", "Bool", "Array", "Object", "SecureObject".
:type type: str or ~azure.mgmt.logic.models.ParameterType
:param value... | |
# YOLOv5 🚀 by Ultralytics, GPL-3.0 license
"""
Dataloaders and dataset utils
"""
import glob
import hashlib
import json
import math
import os
import random
import shutil
import time
from itertools import repeat
from multiprocessing.pool import Pool, ThreadPool
from pathlib import Path
from threading import Thread
fro... | |
"""
normal_modes.py: Compute Cartesian Hessian and perform vibrational analysis
Copyright 2016-2020 Regents of the University of California and the Authors
Authors: <NAME>, <NAME>
Contributors: <NAME>, <NAME>, <NAME>, <NAME>, <NAME>,
<NAME>, <NAME>
Redistribution and use in source and binary forms, with or without ... | |
# Copyright 2019 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, soft... | |
= zoomed_inset_axes(ax, zoom=ZOOM, loc='lower right')
area_under_curve = []
for idx, filename in enumerate(SAMPLE_232p3_wet):
fp_rate, tp_rate, auc_mean = _read_csv_roc_auc(filename)
area_under_curve.append(auc_mean)
_plot_roc_and_auc(fp_rate, tp_rate, c=COLORS[idx],
linestyle='-', ax=ax, ax_ins=ax_ins)
ax = _a... | |
fulfilled = 'fulfilled'
class TargetCapacitySpecification1(BaseModel):
TotalTargetCapacity: Optional[Integer] = None
OnDemandTargetCapacity: Optional[Integer] = None
SpotTargetCapacity: Optional[Integer] = None
DefaultTargetCapacityType: Optional[DefaultTargetCapacityType] = None
class OnDemandOptions1(BaseMode... | |
inconsistency matrix.
Examples
--------
>>> from scipy.cluster.hierarchy import ward, inconsistent, is_valid_im
>>> from scipy.spatial.distance import pdist
Given a data set ``X``, we can apply a clustering method to obtain a
linkage matrix ``Z``. `scipy.cluster.hierarchy.inconsistent` can
be also used to obta... | |
<filename>galaxychop/core.py
# This file is part of
# the galxy-chop project (https://github.com/vcristiani/galaxy-chop)
# Copyright (c) 2020, <NAME>
# License: MIT
# Full Text: https://github.com/vcristiani/galaxy-chop/blob/master/LICENSE.txt
"""Module galaxy-chop."""
# ##############################################... | |
# package NLP_ITB.POSTagger.HMM
from copy import deepcopy
import re
import math
class WordFreq:
def __init__(self, wordTagFreq={}):
self.wordTagFreq = wordTagFreq
def getWordTagFreq(self):
#Returns Map<String, Map<Integer, Integer>>
return self.wordTagFreq
def readWordTagFreq(reader, tagNumbers):
"""
Returns ... | |
<gh_stars>0
import sys
import json
import time
import calendar
import arrow
import click
from prettytable import PrettyTable
from datetime import datetime
try:
from zoneinfo import ZoneInfo
except ImportError:
from backports.zoneinfo import ZoneInfo
from calm.dsl.api import get_api_client
from calm.dsl.builtins im... | |
<reponame>SoftwareQuTech/QLinkLayerSimulations<filename>simulations/data_analysis_scripts/tables/extract_fairness.py
#######################################################################################################################
# NOTE: This is very similar to simulations.generate_metrics_file with the differen... | |
# coding=utf-8
# *** WARNING: this file was generated by crd2pulumi. ***
# *** 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
from ... import _utilities, _tables
from . import outp... | |
POINTER(c_char_p), POINTER(c_size_t), self._resize_func_def3]
ret_code = self._lib_handle.G2_addRecordWithInfoWithReturnedRecordID(_dataSourceCode,_jsonData,_loadId,flags,tls_var.buf,sizeof(tls_var.buf),pointer(infoBuf),pointer(infoBufSize),self._resize_func3)
if ret_code == -1:
raise G2ModuleNotInitialized('G2Engi... | |
<reponame>lokyst/ffxivcraftopt
# This file is part of DEAP.
#
# DEAP is free software: you can redistribute it and/or modify
# it under the terms of the GNU Lesser General Public License as
# published by the Free Software Foundation, either version 3 of
# the License, or (at your option) any later version.
#
# DEAP is... | |
log("Evacuating to " + str(self.target[1]) + " " + str(self.target[0]))
next = self.path[0]
# If there is no possible path, consider exit blocked
if next == "blocked":
self.path = self.considerTargetBlocked()
return
# If currently waiting for other agents to move, attempt to recompute path
if self.waiting... | |
<gh_stars>1-10
#!/usr/bin/env python3
import argparse
import math
import bisect
import re
import logging
import time
import os.path as op
import multiprocessing
from decimal import localcontext
from itertools import chain, repeat
parser = argparse.ArgumentParser(description='Allomedia data selection tool')
parser.ad... | |
# coding=UTF-8
import tensorflow as tf
import numpy as np
import time, os, io
import re
#----------- for network -------------
#%%
def activate(layer_name, x, act, trainable=True, print_shape=True):
with tf.variable_scope(layer_name):
x = act(x)
if print_shape:
x = tf.Print(x, [tf.shape(x)], message=x.name, summa... | |
"""
send a gRPC command that has streaming results
capture the results in the db as StoredResponse objects
"""
import copy
import uuid
from random import random
import math
import numpy as np
from django.conf import settings
from django.http import JsonResponse
from tworaven_apps.utils.static_keys import KEY_SUCCESS... | |
<reponame>tylerclair/py3canvas<gh_stars>0
"""OutcomeResults API Version 1.0.
This API client was generated using a template. Make sure this code is valid before using it.
"""
import logging
from datetime import date, datetime
from .base import BaseCanvasAPI
from .base import BaseModel
class OutcomeResultsAPI(BaseCan... | |
# Copyright (c) 2021, <NAME>
# 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 of conditions and the following... | |
self.name())
# Non-repeated fields have a member of just the type name.
max_size = self.max_size()
if max_size == 0:
return (self.type_name(from_root), self.name())
# Fixed size fields use std::array.
if self.fixed_size():
return ('std::array<{}, {}>'.format(self.type_name(from_root),
max_size), self.name())
... | |
value to start a new operation, excluding this value in the new request.
If ``LastEvaluatedKey`` is empty, then the "last page" of results has been processed and there is no more data to be retrieved.
If ``LastEvaluatedKey`` is not empty, it does not necessarily mean that there is more data in the result set. The onl... | |
<gh_stars>0
# *****************************************************************************
# Copyright (c) 2019-2020, Intel Corporation All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are met:
#
# Redistrib... | |
O0
ii1I1i11 = Iii1 . get_rloc ( i1IIIIi1Ii111 )
if ( ii1I1i11 == None ) : continue
if 77 - 77: I1ii11iIi11i + OoooooooOO * OoO0O00 * iIii1I11I1II1 % I1Ii111
if 22 - 22: i1IIi
if 61 - 61: IiII
if 3 - 3: ooOoO0o . Oo0Ooo . ooOoO0o / OoO0O00 / o0oOOo0O0Ooo . I1Ii111
i1Iii1i = 0 if iIIOO0OO . has_key ( "packet-count... |
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