input stringlengths 2.65k 237k | output stringclasses 1
value |
|---|---|
s=2, label='pathogenic missense (ClinVar)')
plt.scatter(lof_clin_var_poses, lof_pathogenic_ys, color=COLOR_PALETTE['V'], s=2, label='pathogenic stop gained, frameshift (ClinVar)')
create_legend = False
else:
plt.scatter(control_missense, control_ys, color=COLOR_PALETTE['B'], s=2)
plt.scatter(miss_clin_var... | |
# load the grain map if available
if use_dct_path:
grain_map_path = os.path.join(data_dir, '5_reconstruction',
vol_file)
else:
grain_map_path = os.path.join(data_dir, vol_file)
if os.path.exists(grain_map_path):
with h5py.File(grain_map_path, 'r') as f:
# because how matlab writes the data, we need to swap X an... | |
2.63141],
[1562500, 2, 0, 8, 0, 2.898],
[1568000, 8, 0, 3, 2, 2.24168],
[1572864, 19, 1, 0, 0, 2.00201],
[1574640, 4, 9, 1, 0, 2.48954],
[1575000, 3, 2, 5, 1, 2.846],
[1580544, 9, 2, 0, 3, 2.65],
[1587600, 4, 4, 2, 2, 2.40683],
[1594323, 0, 13, 0, 0, 20.2312],
[1600000, 9, 0, 5, 0, 2.39023],
[1605632, 15, 0, 0, 2, 1.95... | |
#
# Random snippet
#
{
'CGC_SENSOR_RELATED': 0x00,
'CGC_AIR_CONDITIONER_RELATED': 0x01,
'CGC_HOUSING_RELATED': 0x02,
'CGC_COOKING_RELATED': 0x03,
'CGC_HEALTH_RELATED': 0x04,
'CGC_MANAGEMENT_RELATED': 0x05,
'CGC_AV_RELATED': 0x06,
'CGC_PROFILE_CLASS': 0x0E,
'CGC_USER_DEFINITION_CLASS': 0x0F,
}
CGC_SENSOR_RELA... | |
element_only_enabled_disabled = False
explicit_enable_disable_value_setting = True
if _checkValueItemParent(
policy_element=admx_policy,
policy_name=this_policy_name,
policy_key=this_key,
policy_valueName=this_value_name,
xpath_object=DISABLED_VALUE_XPATH,
policy_file_data=policy_file_data,
):
log.trace(
"%s... | |
<filename>pset9/finance/application.py<gh_stars>0
import os
from cs50 import SQL
from flask import Flask, flash, redirect, render_template, request, session
from flask_session import Session
from tempfile import mkdtemp
from werkzeug.exceptions import default_exceptions, HTTPException, InternalServerError
from werkzeu... | |
<reponame>seifer08ms/docker-xx-net
# -*- coding: utf-8 -*-
"""
hyper/http20/connection
~~~~~~~~~~~~~~~~~~~~~~~
Objects that build hyper's connection-level HTTP/2 abstraction.
"""
from ..tls import wrap_socket, H2_NPN_PROTOCOLS, H2C_PROTOCOL
from ..common.exceptions import ConnectionResetError
from ..common.bufsocket i... | |
# Copyright (c) 2009, 2010, 2011 Google Inc. All rights reserved.
# Copyright (c) 2009 Apple Inc. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are
# met:
#
# * Redistributions of source code must retain t... | |
# schedule dates don't make sense, and should be set to execution date for
# consistency with how execution_date is set for manually triggered tasks, i.e.
# triggered_date == execution_date.
if dag_run and dag_run.external_trigger:
prev_execution_date = self.execution_date
next_execution_date = self.execution_date... | |
<reponame>sedlakovi/mafTools
##################################################
# Copyright (C) 2013 by
# <NAME> (<EMAIL>, <EMAIL>)
# ... and other members of the Reconstruction Team of <NAME>'s
# lab (BME Dept. UCSC).
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this softwar... | |
= task_df.apply(compute_surprise_bits, axis=1)
if len(surprise_series) == 0:
surprise_series[(task_group_models[0].group_def,)] = [numpy.NaN] * len(task_df)
return pandas.DataFrame(surprise_series)
def impute_missing_cols(features_df, value=0.0):
features_df = features_df.copy()
for col in features_df:
if fea... | |
bins, where each marginal bin contains the same number of
samples. Then the marginal entropies have equal probable distributions
H_x = H_y = log(bins)
The calculation ranges are shown below::
(-------------------------total_time--------------------------)
(---tau_max---)(---------corr_range------------)(---tau_m... | |
'''Chats.
'''
from utils import *
from user import *
from errors import ISkypeError
class IChat(Cached):
'''Represents a Skype chat.
'''
def __repr__(self):
return '<%s with Name=%s>' % (Cached.__repr__(self)[1:-1], repr(self.Name))
def _Alter(self, AlterName, Args=None):
return self._Skype._Alter('CHAT', se... | |
is None:
ec2 = module.client('ec2')
spec = dict(
ClientToken=uuid.uuid4().hex,
MaxCount=1,
MinCount=1,
)
# network parameters
spec['NetworkInterfaces'] = build_network_spec(params, ec2)
spec['BlockDeviceMappings'] = build_volume_spec(params)
spec.update(**build_top_level_options(params))
spec['TagSpecificat... | |
neighbors {neighbor}',
'show ip bgp {address_family} all neighbors',
'show ip bgp {address_family} all neighbors {neighbor}',
]
exclude = ['current_time', 'last_read', 'last_write', 'up_time', 'ackhold' , 'retrans', 'keepalives', 'total', 'total_data',
'value', 'with_data', 'delrcvwnd', 'rcvnxt', 'rcvwnd', 'rece... | |
"""
===========
classify.py
===========
This module contains functionality for classifying nanopore captures.
"""
import os
import re
from abc import ABC, abstractmethod
from dataclasses import dataclass
from pathlib import PosixPath
from typing import * # I know people don't like import *, but I think it has benefit... | |
getCurrentSBML(aHandle = None):
if aHandle is None:
aHandle = gHandle
return rrLib.getCurrentSBML(aHandle)
##\brief Retrieve the last SBML model that was loaded
#\return Returns False if it fails or no model is loaded, otherwise returns the SBML string
def getSBML(aHandle = None):
if aHandle is None:
aHandle = gH... | |
# by <EMAIL> at Thu Nov 28 22:09:47 CET 2019
"""GPG-compatible symmetric key encryption and decryption code.
Imports PyCrypto.Cipher._* or tinygpgs.cipher lazily.
Imports hashlib or tinygpgs.hash lazily.
"""
import binascii
import struct
from tinygpgs.pyx import iteritems, buffer, binary_type, xrange, to_hex_str, ... | |
from operator import attrgetter
import numpy as np
from neupy.utils import format_data
from neupy.exceptions import StopTraining
from neupy.algorithms.base import BaseNetwork
from neupy.core.properties import (NumberProperty, ProperFractionProperty,
IntProperty)
__all__ = ('GrowingNeuralGas', 'NeuralGasGraph', 'Ne... | |
**custom_properties):
# Add agent as normal
self.add_agent(location, agent, name, customizable_properties, sense_capability,
is_traversable, team, possible_actions, is_movable,
visualize_size, visualize_shape, visualize_colour, visualize_depth,
visualize_opacity, **custom_properties)
# Get the last settings (wh... | |
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Last edited 2021-02-10
Anisotropic polycrystal multiphase field: model problem formulation,
adapted from phase_field_composites by <NAME>,
https://zenodo.org/record/1188970
This file is part of phase_field_polycrystals based on FEniCS project
(https://fenicsproject.... | |
0)
mid_sparse_xy1 = (mid_sparse_xy0[0] + ori_input_length, mid_sparse_xy0[1] + ori_output_length)
mid_times_xy = (mid_width + 1, mid_height / 2)
mid_equal_xy = (mid_width + 4, mid_height / 2)
right_input_xy0 = (0, 0)
right_input_xy1 = (1, min(total_height if total_height % 2 == 1 else total_height - 1, right_input... | |
superclass = None
def __init__(self, sphere_radius=None, central_meridian=None, false_easting=None, false_northing=None):
self.sphere_radius = sphere_radius
self.central_meridian = central_meridian
self.false_easting = false_easting
self.false_northing = false_northing
def factory(*args_, **kwargs_):
if sin_proj... | |
'iso-8601'},
}
def __init__(
self,
*,
delivery_info: "ExportDeliveryInfo",
definition: "ExportDefinition",
format: Optional[Union[str, "FormatType"]] = None,
run_history: Optional["ExportExecutionListResult"] = None,
**kwargs
):
super(CommonExportProperties, self).__init__(**kwargs)
self.format = format
s... | |
<reponame>kashaiahyah85/MichelAI
# -*- coding: utf-8 -*-
'''
MichelAI, designed by <NAME> for Bend the Future first album
'''
from PyQt5 import QtCore, QtGui, QtWidgets
import os
import random
import sys
import time
import wave
import threading
import cv2
from moviepy.video.io.VideoFileClip import VideoFi... | |
(inv_s, p))
def test_genpolicy_policygroups_multiple(self):
'''Test genpolicy (multiple policygroups)'''
test_policygroup2 = "test-policygroup2"
contents = '''
# %s
#include <abstractions/kde>
#include <abstractions/openssl>
''' % (self.test_policygroup)
open(os.path.join(self.tmpdir, 'policygroups', test_poli... | |
<gh_stars>1-10
import random
import glob
import re
import string
from matplotlib import pyplot as plt
import matplotlib
import matplotlib.animation
from .utils import *
from .transform_data import *
from .parse_files import *
import seaborn as sns
def heat_map(grid, name, **kwargs):
"""
Generic function for making ... | |
can be seen as outgoing edges on a graph.
if self._is_identity:
self._inverse = self
else:
self._inverse = None
def _del_derived(self):
r"""
Delete the derived quantities of ``self``.
TESTS::
sage: M = Manifold(2, 'M', structure='topological')
sage: X.<x,y> = M.chart()
sage: f = M.homeomorphism(M, [x+y, ... | |
<reponame>psi-rking/optking
import logging
from copy import deepcopy
from itertools import combinations, permutations
import numpy as np
import qcelemental as qcel
from . import bend, cart, dimerfrag, oofp
from . import optparams as op
from . import stre, tors, v3d
from .exceptions import AlgError, OptError
from .v3d... | |
there is no Sigmaf, and no U+03A2 character either -->
<!ENTITY Sigma "Σ" ><!-- greek capital letter sigma, U+03A3 ISOgrk3 -->
<!ENTITY Tau "Τ" ><!-- greek capital letter tau, U+03A4 -->
<!ENTITY Upsilon "Υ" ><!-- greek capital letter upsilon,
U+03A5 ISOgrk3 -->
<!ENTITY Phi "Φ" ><!-- greek capital... | |
},
)
z: Optional["Sensor.Magnetometer.Z"] = field(
default=None,
metadata={
"type": "Element",
"namespace": "",
},
)
@dataclass
class X:
"""
Parameters related to the body-frame X axis of the magnetometer.
Parameters
----------
noise: The properties of a sensor noise model.
"""
noise: Optional["Sens... | |
'type': '[str]'},
'txt_records': {'key': 'properties.txtRecords', 'type': '[str]'},
'a_records': {'key': 'properties.aRecords', 'type': '[str]'},
'alternate_cname_records': {'key': 'properties.alternateCNameRecords', 'type': '[str]'},
'alternate_txt_records': {'key': 'properties.alternateTxtRecords', 'type': '[str]... | |
<filename>src/dc_federated/backend/dcf_server.py<gh_stars>1-10
"""
Defines the core server class for the federated learning.
Abstracts away the lower level server logic from the federated
machine learning logic.
"""
import gevent
from gevent import monkey; monkey.patch_all()
from gevent import Greenlet, queue, pool
im... | |
hint is *NOT* a metahint.
# ..............{ FORWARDREF }..............
# If this hint is a forward reference...
elif hint_curr_sign is HintSignForwardRef:
# Possibly unqualified classname referred to by this hint.
hint_curr_forwardref_classname = get_hint_forwardref_classname(
hint_curr)
# If this classname co... | |
"""Utilities for interacting with GitHub"""
import os
import json
import webbrowser
import stat
import sys
from git import Repo
from .context import Context
event_dict = {
"added_to_project": (
lambda event: "{} added the issue to a project.".format(event["actor"]["login"])
),
"assigned": (
lambda event: "{} ass... | |
#
# Autogenerated by Thrift Compiler (0.9.3)
#
# 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
import logging
from ttypes import *
from thrift.Thrift import TProcessor
from thrift.transport impo... | |
<gh_stars>1-10
__author__ = 'saeedamen' # <NAME> / <EMAIL>
#
# Copyright 2015 Thalesians Ltd. - http//www.thalesians.com / @thalesians
#
# 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://ww... | |
= fgu['TILES']
# tilesu = fu['TILES']
# tlids = fgu['TILELOCIDS']
# tlidsu = fu['TILELOCIDS']
#
# for ii in range(0,len(tidsu)): #this takes a long time and something more efficient will be necessary
# tid = tidsu[ii]#fu[ii]['TARGETID']
# wt = tids == tid
# ot = tilesu[ii]
# otl = tlidsu[ii]
# tt = tiles[wt]
# tti = t... | |
>= 0)
m.c5677 = Constraint(expr= m.x6650 - 5*m.b7082 >= 0)
m.c5678 = Constraint(expr= m.x6651 - 25*m.b7086 >= 0)
m.c5679 = Constraint(expr= m.x6652 - 5*m.b7085 >= 0)
m.c5680 = Constraint(expr= m.x6653 - 25*m.b7086 >= 0)
m.c5681 = Constraint(expr= m.x6654 - 30*m.b7090 >= 0)
m.c5682 = Constraint(expr= m.x6655 - 25*... | |
None:
kid = self._api_account_headers["Location"]
try:
_signed_payload = sign_payload(
url=url,
payload=payload,
accountKeyData=self.accountKeyData,
kid=kid,
nonce=nonce,
)
except IOError as exc:
self._next_nonce = None
raise
try:
result = url_request(
url,
post_data=_signed_payload.encode("utf8"),
err... | |
<gh_stars>0
'''
Created on May 29, 2017
@author: husensofteng
'''
import matplotlib
from numpy.lib.function_base import average
import math
matplotlib.use('TkAgg')
from matplotlib.pyplot import tight_layout
import seaborn as sns
import matplotlib.pyplot as plt
plt.style.use('seaborn-ticks')
import matplotlib.patches a... | |
struct.pack(str(record) + "f", *dg['beamAngleReRx_deg'])
buffer += struct.pack(str(record) + "f", *dg['beamAngleCorrection_deg'])
buffer += struct.pack(str(record) + "f", *dg['twoWayTravelTime_sec'])
buffer += struct.pack(str(record) + "f", *dg['twoWayTravelTimeCorrection_sec'])
buffer += struct.pack(str(record) + ... | |
'tr': lambda v: dh_centuryAD(v, u'%d. yüzyıl'),
'tt': lambda v: dh_centuryAD(v, u'%d. yöz'),
'uk': lambda v: dh_centuryAD(v, u'%d століття'),
'ur': lambda v: dh_centuryAD(v, u'%2d00صبم'),
'vi': lambda v: dh_centuryAD(v, u'Thế kỷ %d'),
'wa': lambda v: dh_centuryAD(v, u'%dinme sieke'),
'zh': lambda v: dh_centuryAD(... | |
<reponame>yinquan529/platform-external-chromium-trace
#!/usr/bin/env python
#
# Copyright 2011 The Closure Linter 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... | |
# -*- coding: utf-8 -*-
import functools
import json
from datetime import datetime
from typing import Any, List
from base64 import b64encode
import jwt
import requests.exceptions
import urllib3
from requests import Response, Session
from requests.utils import quote
from requests.adapters import HTTPAdapter
from yapco... | |
stopping behaviour.")
early_stopping_kwargs = {
"early_stopping_metric": "elbo",
"save_best_state_metric": "elbo",
"patience": 50,
"threshold": 0,
"reduce_lr_on_plateau": True,
"lr_patience": 25,
"lr_factor": 0.2,
}
trainer_specific_kwargs["early_stopping_kwargs"] = early_stopping_kwargs
# add elbo to metric... | |
message
# Input
# msg (unicode): string that contains the message for the calculation
# fontpkg (fontpkg): the font to use for the calculation
# varwidth (bool): Should the font be fixed or variable width
maxw = 0
maxh = 0
cx = 0
(fx,fy) = fontpkg['size']
for c in msg:
if c == u'\n':
maxh = ... | |
{'компенсировать': 1},
{'испытание': 1},
{'надёжность': 1},
{'неизбежно': 1},
{'потребоваться': 1},
{'импульс': 2},
{'европеиским': 1},
{'россиискои': 1},
{'способствовать': 1},
{'кв': 1},
{'каковы': 1},
{'исполнение': 1},
{'федерация': 1},
{'оборудование': 3},
{'разобраться': 1},
{'аттестация': 1},
{'б... | |
fixtures in this request"""
result = list(self._pyfuncitem._fixtureinfo.names_closure)
result.extend(set(self._fixture_defs).difference(result))
return result
@property
def node(self):
""" underlying collection node (depends on current request scope)"""
return self._getscopeitem(self.scope)
def _getnextfixtur... | |
):
histOutFile = os.path.join( Ddata, 'hist', scenDir,
AddFileSfx( ReplaceFileExt( os.path.basename( outFile ), '.tsv' ),
snpStat,
replicaCondSfx, snpCondSfx, scenSfx, sfx ) )
rule = pr.addInvokeRule( invokeFn = histogramSnpStatistic,
invokeArgs =
dict( outFile = histOutFile,
**Dict( 'Ddata thinSfx replicaTa... | |
smaller than the first, the LSTs are treated as having phase-wrapped
around LST = 2*pi = 0, and the LSTs kept on the object will run from
the larger value, through 0, and end at the smaller value.
polarizations : array_like of int, optional
The polarizations numbers to include when reading data into the
object, ea... | |
0.0, -1, -1])
self.assertEqual(self.DUT.lst_p_tpu,
[200.0, 300.0, 625.0, 500.0, 1000.0])
self.assertEqual(self.DUT.lst_p_tpupw,
[19.17808219178082, 35.0, 56.81818181818182,
57.37704918032787, 58.333333333333336])
@attr(all=True, unit=True)
def test16c_assess_plan_feasibility_no_test_units(self):
"""
(TestGrow... | |
str(e))
return
dialog = findReplaceCopyDialog(uniquecategoriesfrom, uniquecategoriesto)
dialog.exec()
dialog.show()
if str(dialog.result()) == '1':
replacelist = dialog.getresults()
logger.info(replacelist)
if len(replacelist) > 0:
newcontents = []
for content in contents:
for entry in replacelist:
content... | |
a range of files specified
by a glob-style expression using a single wildcard character '*'.
dims: tuple of positive int
Dimensions of input image data, ordered with the fastest-changing dimension first.
dtype: dtype or dtype specifier, optional, default 'int16'
Numpy dtype of input stack data
newDtype: floati... | |
<reponame>SamKaiYang/ros_modbus_nex<gh_stars>0
###########################################################################
# This software is graciously provided by HumaRobotics
# under the BSD License on
# github: https://github.com/Humarobotics/modbus_wrapper
# HumaRobotics is a trademark of Generation Robots.
# w... | |
return tuple(result)
TIFF_PHOTOMETRICS = {
0: 'miniswhite',
1: 'minisblack',
2: 'rgb',
3: 'palette',
4: 'mask',
5: 'separated',
6: 'cielab',
7: 'icclab',
8: 'itulab',
32844: 'logl',
32845: 'logluv',
}
TIFF_COMPESSIONS = {
1: None,
2: 'ccittrle',
3: 'ccittfax3',
4: 'ccittfax4',
5... | |
<reponame>alextselegidis/easyappointments-sdk
# coding: utf-8
"""
Easy!Appointments API
These are the OpenAPI specs that describe the REST API of Easy!Appointments. # noqa: E501
OpenAPI spec version: 1.0.0
Contact: <EMAIL>
Generated by: https://github.com/swagger-api/swagger-codegen.git
"""
from __future__ imp... | |
in this course with this role. """
# If there is an existing registration for the course&person, modify it.
# Also enroll this person in the site couse if they aren't already
# and if this isn't the site course itself.
# Optionally create their work folder (if it doesn't already exist)
#
# add tutors by using stu... | |
with all the TimeSeries
tseries_dict = {}
sort_indeces = {}
for name, s_as_dict in series_as_dicts.items():
if "tstamp" in s_as_dict:
if sort:
sort_indeces[name] = np.argsort(s_as_dict["data"])
s_as_dict["data"] = s_as_dict["data"][sort_indeces[name]]
tseries_dict[name] = TimeSeries.from_dict(s_as_dict)
# And ... | |
0, 2)), Perm((0, 1, 4, 2, 3))]
)
assert InsertionEncodablePerms.is_insertion_encodable_maximum(
[
Perm((0, 1, 2)),
Perm((0, 2, 1)),
Perm((2, 0, 1)),
Perm((2, 1, 0)),
Perm((1, 3, 2, 0)),
Perm((1, 4, 3, 2, 0)),
Perm((1, 2, 4, 0, 3, 6, 5)),
Perm((1, 7, 0, 3, 4, 5, 6, 2)),
]
)
assert InsertionEncodablePerms.i... | |
<filename>nexxT/tests/core/test_FilterExceptions.py
# SPDX-License-Identifier: Apache-2.0
# Copyright (C) 2020 ifm electronic gmbh
#
# THE PROGRAM IS PROVIDED "AS IS" WITHOUT WARRANTY OF ANY KIND.
#
import json
import logging
from pathlib import Path
import pytest
import pytestqt
from PySide2.QtCore import QCoreApplic... | |
+ '\n' + \
'#define padding_const2 1' + '\n' + \
'#define pooling_radius_const2 1' + '\n' + \
'#define pooling_stride_const2 1' + '\n' + \
'#define Y_const2 1' + '\n' + \
'#define X_const2 1' + '\n' \
'#define output_H_const2 1' + '\n' \
'#define output_W_const2 1' + '\n' \
'#define pooled_H_const2 1' + '\n' \
... | |
= model.latent_model.gc.get_proba().cpu().numpy()
fig = plot_01_matrix(gc_prob, title="GC mask", row_label="Z", col_label="C",
row_to_mark=indices)
logger.log_figure("GC_mask", fig, step=engine.state.iteration)
plt.close(fig)
## ---- Logging ---- ##
@trainer.on(Events.ITERATION_COMPLETED(every=opt.fast_log_peri... | |
<gh_stars>1-10
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
#
# Copyright (c) Honda Research Institute Europe GmbH
#
# 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 th... | |
import numpy
from numba import jit, prange
from numpy.typing import ArrayLike
from scipy.ndimage import correlate as scipy_ndimage_correlate
__fastmath = {'contract', 'afn', 'reassoc'}
__error_model = 'numpy'
def numba_cpu_correlate(image: ArrayLike, kernel: ArrayLike, output=None):
# Kernel must have odd dimenions... | |
<reponame>mailemccann/cmtb<filename>frontback/frontBackCSHORE.py
import math
from scipy.interpolate import griddata
from prepdata import inputOutput, prepDataLib
import os
import datetime as DT
import netCDF4 as nc
import numpy as np
from getdatatestbed.getDataFRF import getObs, getDataTestBed
from testbedutils.geoproc... | |
import os
import torch
import torch.nn as nn
import torch.optim as optim
import torch.backends.cudnn as cudnn
import torch.nn.init as init
import argparse
from torch.autograd import Variable
import torch.utils.data as data
#from data import v2, v1, AnnotationTransform, VOCDetection, detection_collate, VOCroot, VOC_CLAS... | |
0.00435488,
'Renaming Unit/Int Front End RAT/Subthreshold Leakage with power gating': 0.00248228,
'Renaming Unit/Peak Dynamic': 3.58947,
'Renaming Unit/Runtime Dynamic': 0.281063,
'Renaming Unit/Subthreshold Leakage': 0.0552466,
'Renaming Unit/Subthreshold Leakage with power gating': 0.0276461,
'Runtime Dynamic':... | |
<reponame>caub/wpt
from six.moves import BaseHTTPServer
import errno
import os
import socket
from six.moves.socketserver import ThreadingMixIn
import ssl
import sys
import threading
import time
import traceback
from six import binary_type, text_type
import uuid
from collections import OrderedDict
from six.moves.queue ... | |
1
elif chroma == 6:
if 55 < ASTM_hue < 80:
interpolation_method = 2
else:
interpolation_method = 1
elif chroma == 8:
if 67.5 < ASTM_hue < 77.5:
interpolation_method = 2
else:
interpolation_method = 1
elif chroma >= 10:
if 72.5 < ASTM_hue < 77.5:
interpolation_method = 2
else:
interpolation_method = 1
el... | |
# -*- coding: utf-8 -*-
'''Text block objects based on PDF raw dict extracted with ``PyMuPDF``.
Data structure based on this `link <https://pymupdf.readthedocs.io/en/latest/textpage.html>`_::
{
# raw dict
# --------------------------------
'type': 0,
'bbox': (x0,y0,x1,y1),
'lines': [ lines ]
# introduced dic... | |
<filename>src/frr/tests/topotests/ospf_basic_functionality/test_ospf_rte_calc.py<gh_stars>0
#!/usr/bin/python
#
# Copyright (c) 2020 by VMware, Inc. ("VMware")
# Used Copyright (c) 2018 by Network Device Education Foundation, Inc.
# ("NetDEF") in this file.
#
# Permission to use, copy, modify, and/or distribute this s... | |
)
else:
self.update_record(obj_a=obj_surrogate.item(),
obj_c=obj_critic.item(),
m_kl_c=100 * kl_c.mean().item(),
m_kl_d=100 * kl_d.mean().item(),
# a_std=self.act.a_std_log.exp().mean().item(),
entropy=(-obj_entropy.item()),
a0_avg=buf_action[:, 0].mean().item(),
a1_avg=buf_action[:, 1].mean().item(),
a0_std=... | |
ip_geolocation)
if minifies is not None:
pulumi.set(__self__, "minifies", minifies)
if mirage is not None:
pulumi.set(__self__, "mirage", mirage)
if opportunistic_encryption is not None:
pulumi.set(__self__, "opportunistic_encryption", opportunistic_encryption)
if origin_error_page_pass_thru is not None:
pulumi... | |
debug
myPrint("D", "In ", inspect.currentframe().f_code.co_name, "()")
# force_change_account_currency.py
ask=MyPopUpDialogBox(toolbox_frame_,
theStatus="Are you sure you want to FORCE change an Account's Currency?",
theTitle="FORCE CHANGE CURRENCY",
theMessage="This is normally a BAD idea, unless you know you ... | |
"""
path = to_bytes_or_null(path)
plaintext = to_bytes_or_null(plaintext)
ciphertext = ffi.new("uint8_t **")
ciphertext_size = ffi.new("size_t *")
ret = lib.Fapi_Encrypt(
self.ctx, path, plaintext, len(plaintext), ciphertext, ciphertext_size
)
if ret == lib.TPM2_RC_SUCCESS:
result = bytes(ffi.unpack(ciphertext... | |
of pre-segmentation of RMieS-corrected spectra and pathologist annotation.
With regard to the learning behaviour of the deep neuronal networks, it could be shown that no new classifier has to be built but
that the existing networks in transfer learning can be used for a variety of applications, while the false posit... | |
import torch
from torch import nn
from model.BaseModules import TransformerDecoderLayer
from model.Encoder import BaseEncoder, AutoEncoder, TemporalConvNet
class Seq2SeqLSTM(BaseEncoder):
def __init__(self, source_size, target_size, hidden_size, **kwargs):
super(Seq2SeqLSTM, self).__init__()
self.encoder = nn.LST... | |
<filename>grid_set.py
# here is the class that holds all the data days/months
# it has all the gridding scripts needed
# it will save load all the data/days/months as needed
# rewriting so all grids and in i-j coords
import numpy as np
import pandas as pd
import datetime
import copy
from netCDF4 import Dataset
from nu... | |
":scale"),
(store_mul, ":green", 3 * 145, ":scale"),
(store_mul, ":blue", 3 * 45, ":scale"),
(val_div, ":red", 100),
(val_div, ":green", 100),
(val_div, ":blue", 100),
(set_current_color,":red", ":green", ":blue"),
(set_position_delta,0,0,0),
(add_point_light_to_entity, 10, 30),
]),
]),
("light_re... | |
#!/usr/bin/env python3
__version__ = "0.1.4"
import argparse
import operator
import logging
import gzip
import sys
from stringmeup import taxonomy
from dataclasses import dataclass
from os import path
logging.basicConfig(
format='%(asctime)s %(levelname)-8s %(message)s',
level=logging.INFO,
datefmt='%Y-%m-%d [%H:... | |
import csv
import glob
import hashlib
import io
import json
import logging
import os
import random
import sys
import time
from collections import defaultdict, Counter
from datetime import datetime, timedelta
from uuid import uuid4
from web.logger import WebLogger
from web.mturk import MTurkClient
from web.utils import... | |
>>>
>>> # creating 5 unique variables for the following strings
>>> for i in range(5):
... print(vpool.id('v{0}'.format(i + 1)))
1
2
11
19
20
In some cases, it makes sense to create an external function for
accessing IDPool, e.g.:
.. code-block:: python
>>> # continuing the previous example
>>> var = la... | |
= [sr_comp.settlements[s].pos[0] for s in ss]
# Calculate the distances
ds = np.sqrt(np.array([((pos_series[pos][0] - self_pos[0]) ** 2 + (pos_series[pos][1] - self_pos[1]) ** 2)
for pos in pos_ids])) * self.model.cellSize
xtent_dst = CAgentUtilityFunctions.xtent_distribution(ws, ds, IEComponent.b, IEComponent.m)
... | |
import datetime
# import os, subprocess
import copy
from typing import List, Deque, Dict
from collections import deque
def join(self, DQ2):
DQ2_Li = list(DQ2)
for i in DQ2_Li:
self.append(i)
return self
def posixTime(self, date, time):
date_li = date.split('-')
time_li = time.split(':')
DT_args = [ int(... | |
import copy
import json
import os
from unittest.mock import Mock, patch
from app.common import client, datasets, path
from app.common.test import BaseApiTest
class Response(object):
def __init__(self, content, status_code=200):
self.content = content
self.status_code = status_code
def json(self):
return json.l... | |
<gh_stars>1-10
# %%
import itertools
from datetime import datetime, timezone
from pathlib import Path
from typing import List, Optional, Tuple, Union
import matplotlib
import matplotlib.pyplot as plt
import numpy as np
import pandas as pd
import seaborn as sns
from IPython.display import display # noqa F401
from matpl... | |
parser: GraphiteParser,
time_range: TimeRange,
cache_raw: bool,
sparseness_disabled: bool) -> \
Dict[str, TimeSeriesGroup]:
"""
:param parser: Single graphite target
:param time_range: TimeRange over which the query should be executed
:return:
"""
if parser.trace:
logger.info('[Trace: %s]: GraphiteApi.execut... | |
# branchmap.py - logic to computes, maintain and stores branchmap for local repo
#
# Copyright 2005-2007 <NAME> <<EMAIL>>
#
# This software may be used and distributed according to the terms of the
# GNU General Public License version 2 or any later version.
from __future__ import absolute_import
import struct
from ... | |
out, mxdepth, mxargs, adsize, indent, curdepth)
return
# Check list
if isinstance(expr, list):
_pretty_print_children('[', ']', expr, out, mxdepth, mxargs, adsize, indent, curdepth)
return
# Check if expression is not CpoExpr
if not isinstance(expr, CpoExpr):
out.write(str(expr))
return
# Check if expressi... | |
'name', 'pretty', 'export', 'exact']
all_params.append('callback')
params = locals()
for key, val in iteritems(params['kwargs']):
if key not in all_params:
raise TypeError(
"Got an unexpected keyword argument '%s'"
" to method read_namespaced_limit_range" % key
)
params[key] = val
del params['kwargs']
# ve... | |
:meth:`~bgp_peerings` and :meth:`~netlinks` for obtaining
other routing element types
:rtype: tuple(Routing)
"""
return gateway_by_type(self, 'ospfv2_area')
def add_traffic_handler(self, netlink, netlink_gw=None, network=None):
"""
Add a traffic handler to a routing node. A traffic handler can be
either a s... | |
<gh_stars>0
from delphi_utils.geomap import GeoMapper
import pytest
import pandas as pd
import numpy as np
class TestGeoMapper:
fips_data = pd.DataFrame(
{
"fips": ["01123", "02340", "98633", "18181"],
"date": [pd.Timestamp("2018-01-01")] * 4,
"count": [2, 0, 20, 10021],
"total": [4, 0, 400, 100001],
}
)
f... | |
'field_goal_attempts': 1533,
'free_throw_attempt_rate': 0.575,
'effective_field_goal_percentage': 0.525,
'total_rebounds': 659,
'center_percentage': 0,
'power_forward_percentage': 0,
'nationality': 'United States of America',
'offensive_win_shares': 11.5,
'defensive_rebounds': 564,
'total_rebound_percentage': ... | |
out.close()
pyrax.http.request = sav_req
ident.http_log_debug = sav_debug
sys.stdout = sav_stdout
def test_call_without_slash(self):
ident = self.base_identity_class()
ident._get_auth_endpoint = Mock()
ident._get_auth_endpoint.return_value = "http://example.com/v2.0"
ident.verify_ssl = False
pyrax.http.reques... | |
<filename>aea/helpers/dialogue/base.py
# -*- coding: utf-8 -*-
# ------------------------------------------------------------------------------
#
# Copyright 2018-2019 Fetch.AI Limited
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
... | |
open('articles.txt', 'wb') as ap:
pickle.dump(X, ap)
# Converting a collection of stemmed tweets to a matrix of token counts
# (Konwersja kolekcji tweetów na macierz liczby tokenow)
X = [' '.join(a) for a in tweets['stem']]
c = CountVectorizer(token_pattern='(?u)\\<KEY>',min_df=3,max_df=0.5)
# min_df=3... | |
<gh_stars>1-10
from __future__ import absolute_import, unicode_literals
from six import iteritems, string_types
from past.builtins import unicode
import types
import copy
from datetime import date, datetime
from uuid import uuid4
import json
from elasticsearch import Elasticsearch, NotFoundError, helpers, client
fro... | |
<gh_stars>10-100
# Copyright 2015 Internap.
#
# 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 i... | |
# -*- coding: utf-8 -*-
"""
Created on Tue Dec 14 07:48:19 2021
@author: <NAME>
"""
import pandas as pd
import numpy as np
# Helper functions
from preprocessing import process_text, convert_to_int, lda_preprocess
from genre_processing import clean_genre, group_genre
from pprint import pprint
# BERTopic
from sentence... |
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