input stringlengths 2.65k 237k | output stringclasses 1
value |
|---|---|
####Please do not remove lines below####
from lmfit import Parameters
import numpy as np
import sys
import os
sys.path.append(os.path.abspath('.'))
sys.path.append(os.path.abspath('./Functions'))
sys.path.append(os.path.abspath('./Fortran_routines'))
####Please do not remove lines above####
####Import your modules bel... | |
# Licensed under the Apache License, Version 2.0 (the "License"); you may
# not use this file except in compliance with the License. You may obtain
# a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the Li... | |
<gh_stars>0
#!/usr/bin/env python3
desc="""Convert basecalled Fast5 with modifications annotated by guppy v3.1.5+
to FastQ with modification probabilities encoded as FastQ qualities.
More info at: https://github.com/lpryszcz/modPhred
Dependencies: h5py, pyguppyclient, running guppy_basecall_server
TO DO:
- catch exc... | |
<reponame>kzeiler/modflow6
import os
import numpy as np
import pytest
try:
import flopy
except:
msg = "Error. FloPy package is not available.\n"
msg += "Try installing using the following command:\n"
msg += " pip install flopy"
raise Exception(msg)
from flopy.utils.lgrutil import Lgr
from framework import testin... | |
import json
import logging
import os
import time
from pathlib import Path
import click
import requests
from requests import HTTPError
from tenacity import retry, stop_after_delay, wait_fixed
from n26.config import Config, MFA_TYPE_SMS
from n26.const import DAILY_WITHDRAWAL_LIMIT, DAILY_PAYMENT_LIMIT
from n26.util imp... | |
from builtins import object
import uuid
from axes.handlers.proxy import AxesProxyHandler
from django import forms
from django.conf import settings
from django.contrib.auth import get_user_model, password_validation, authenticate
from django.contrib.auth.hashers import make_password
from django.contrib.auth.password_va... | |
diff_rel)
return OptionalStartEnd(self.start_abs_msec, self.end_abs_msec)
HeapId = int
TimeForStageByHeap = Mapping[GcJoinStage, Mapping[HeapId, OptionalStartEnd]]
MutTimeForStageByHeap = Dict[GcJoinStage, Dict[HeapId, MutOptionalStartEnd]]
def get_join_stage_start_end_times_for_heaps(gc: AbstractTraceGC) -> TimeF... | |
<gh_stars>10-100
# MIT License
#
# Copyright (c) 2018 kuangliu
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, m... | |
<reponame>oliviertrottier/dendrites-ssd<gh_stars>1-10
import sys
import os
import json
import re
from argparse import ArgumentParser
from collections import OrderedDict
from utils.augmentations import SSDAugmentation, TreeAugmentation
# Get project and dataset directories across platform
from .host_config import get_... | |
dtype=np.float).flatten()
x = np.asanyarray(x, dtype=np.float).flatten()
if np.isnan(mindx):
mindx = 0
mindx = mindx or 0
if np.isnan(startdat):
startdat = 0
startdat = startdat or 0
# No strict validation here, they are scalards and they must be validated
# before going into the C-layer
if not utils.issca... | |
3
Args:
file_path (str): path to pickle file
Returns:
obj (object): object saved in pickle file
'''
with open(file_path, 'rb') as f:
try:
obj = pickle.load(f, encoding='latin1')
except TypeError: # pragma no cover
obj = pickle.load(f) # pragma no cover
return obj
def rate_conversion(annual_rate, start_a... | |
<reponame>mhauskn/dm_control
"""
This model taken from: https://github.com/karpathy/minGPT/blob/master/mingpt/model.py
GPT model:
- the initial stem consists of a combination of token encoding and a positional encoding
- the meat of it is a uniform sequence of Transformer blocks
- each Transformer is a sequential com... | |
from __future__ import print_function, division
import matplotlib
matplotlib.use('Agg') # Must be before importing matplotlib.pyplot or pylab!
from neuralnilm import Net, RealApplianceSource, BLSTMLayer, SubsampleLayer, DimshuffleLayer
from lasagne.nonlinearities import sigmoid, rectify
from lasagne.objectives import c... | |
= self.start_epoch*len(self.train_loader)
stage3_epoches = self.epoch_stage3 - self.start_epoch
lr_scheduler = optim.lr_scheduler.CosineAnnealingLR(self.optimizer, stage3_epoches+5)
for epoch in range(self.start_epoch, self.epoch_stage3):
epoch += 1
self.unet.train(True)
epoch_loss = 0
self.reset_gr... | |
# -*- coding: utf-8 -*-
#!/usr/bin/env bash
#
# Author: XuMing <<EMAIL>>
# Brief: corrector with spell and stroke
import codecs
import os
import pdb
import time
import math
import sys
import argparse
import jieba.posseg as pseg
from collections import defaultdict
from pypinyin import lazy_pinyin
pwd_path = os.path.abs... | |
import os
import time
import logging
import numpy as np
from scipy.interpolate import interp1d
from scipy.optimize import fsolve
from scipy.integrate import solve_ivp, trapz, quad
from .utils import InvalidJumpError
from .utils import GRAV_ACC, EPS
from .utils import compute_dist_from_flat, vel2speed
if 'ONHEROKU' ... | |
customdatasrc
Sets the source reference on Chart Studio Cloud for
customdata .
fill
Sets the area to fill with a solid color. Use with
`fillcolor` if not "none". "toself" connects the
endpoints of the trace (or each segment of the trace if
it has gaps) into a closed shape.
fillcolor
Sets the fill color. Defaul... | |
will be set if the application can process the
# policyConstraints extension. If the application can process the
# policyConstraints extension, then the path should not validate
# successfully. If the application can not process the policyConstraints
# extension, then the path should validate successfully.
TestInf... | |
numbers)
"""
# Note: can also get usd_attr.GetTimeSamples()
prim = stage.GetPrimAtPath(scene_path)
if UsdGeom.Points(prim):
geom_points = UsdGeom.Points(prim)
result = geom_points.GetPointsAttr().GetBracketingTimeSamples(target_time)
elif UsdGeom.PointInstancer(prim):
instancer = UsdGeom.PointInstancer(prim)
... | |
EXACT same) :
>>> model = nn.models.NeuralNetwork()
>>> model.add(nn.layers.Flatten())
>>> model.add(nn.layers.Dense(784, 64, activation = nn.layers.ReLU()))
>>> model.add(nn.layers.Dense(64, 32, activation = nn.layers.ReLU()))
>>> model.add(nn.layers.Dense(32, 10, activation = nn.layers.ReLU()))
Obviously we wa... | |
- all need looped over... - settings_inputs to be moved to switchboard
print Dir[l].split('/')[-2]
ntor = setting_ntor[1] #requested ntor mode number !!! NEEDS A FUNCTION !!!
#Create global 2D diagnostics folder and extract current simulation name
DirEquil2D = CreateNewFolder(Dir[l],'2DEquil_Plots/')
Di... | |
<gh_stars>0
import logging
from typing import Dict, List, Optional, Union
import copy
import torch
import torch.nn.functional as F
from overrides import overrides
from allennlp.data import Vocabulary
from allennlp.common.params import Params
from allennlp.models.model import Model
from allennlp.modules import TextFie... | |
"set_segment_records\(\) missing 2 required ",
"positional arguments: 'values' and 'file'",
)
),
self.database.set_segment_records,
)
self.assertRaisesRegex(
TypeError,
"".join(
(
"delete_segment_records\(\) missing 2 required ",
"positional arguments: 'values' and 'file'",
)
),
self.database.delete_segme... | |
<filename>chi/plots/_time_series.py<gh_stars>1-10
#
# This file is part of the chi repository
# (https://github.com/DavAug/chi/) which is released under the
# BSD 3-clause license. See accompanying LICENSE.md for copyright notice and
# full license details.
#
import numpy as np
import pandas as pd
import plotly.colors... | |
# Press Shift+F10 to execute it or replace it with your code.
# Press Double Shift to search everywhere for classes, files, tool windows, actions, and settings.
import numpy as np
import pandas as pd
import warnings
from sklearn.linear_model import LinearRegression
import scipy.cluster.hierarchy as sch
import datetime
... | |
whitespace before newline
"""
# Arrange
source_markdown = """aa
---""".replace(
"\a", " "
)
expected_tokens = [
"[setext(3,1):-:3::(1,1)]",
"[text(1,1):a:]",
'[image(1,2):inline:/uri:testing:Foo::::Foo:False:":: \n:]',
"[text(2,11):a:]",
"[end-setext::]",
]
expected_gfm = """<h2>... | |
<gh_stars>0
# =========================================================================================================================
# File Name : preprocessing.py
# -------------------------------------------------------------------------------------------------------------------------
# Purpose : Purpose of this s... | |
import math
from functools import wraps, partial, reduce
from operator import mul
import torch
import torch.nn as nn
import torch.nn.functional as F
from einops import rearrange, repeat
from src.modules import FeedForwardNetwork, ESM1bLayerNorm, NormalizedResidualBlock, MLP
TOKEN_SELF_ATTN_VALUE = <PASSWORD> # caref... | |
records:%s' %(k,len(chrDataSets)))
if(lengthChrDataSets>=clusterConfigs['record']): ##总行数>record
##对chrDataSets进行考虑record 和 threshold
##对chrDataSets根据Region value 进行排序
#for item in chrDataSets:
# print(item[regionColumn])
chrDataSets.sort(key=lambda x:x[regionColumn])
##此时chrDataSets已经排序 按照region... | |
<reponame>androm3da/clang_sles
#!/usr/bin/python
#===-- x86_64_target_definition.py -----------------------------*- C++ -*-===//
#
# The LLVM Compiler Infrastructure
#
# This file is distributed under the University of Illinois Open Source
# License. See LICENSE.TXT for details.
#
#===----------------------------------... | |
import base64
import logging
import os
import typing as t
from dataclasses import dataclass
from functools import partial
from inspect import isfunction
import click
from flask import Blueprint as FlaskBlueprint
from flask import Flask
from flask import Response
from flask import abort
from flask import current_app
fr... | |
__createSvgTable__(tempData)
root.appendChild(headerGroup)
root.appendChild(alternativeTableHeaderBackgroundGround)
root.appendChild(alternativeTableDataBackgrounGroup)
root.appendChild(alternativeNewWordGroup)
root.appendChild(xmlAlternativeTable)
return xmlDoc.toxml('utf-8')
# meanData, rangeData and stdDat... | |
<gh_stars>1-10
# GameHelper.py
# Class implementation for 'GameHelper'
import sys
import json
import struct
import msgpack
from game.Map import Map
from game.Command import Command
from game.Coordinate import Coordinate, direction_deltas
from game.params import (
MOVE_COMMAND,
BUILD_COMMAND,
MINE_COMMAND,
HIVE_CO... | |
HEAVY BARB ARROW': 129154,
'WIDE-HEADED SOUTH EAST BARB ARROW': 129134,
'WIDE-HEADED SOUTH EAST HEAVY BARB ARROW': 129150,
'WIDE-HEADED SOUTH EAST LIGHT BARB ARROW': 129126,
'WIDE-HEADED SOUTH EAST MEDIUM BARB ARROW': 129142,
'WIDE-HEADED SOUTH EAST VERY HEAVY BARB ARROW': 129158,
'WIDE-HEADED SOUTH WEST BARB ARROW': 1... | |
' + str(launch_args))
d.launch_args = launch_args
d.load_preferences()
cache = d.cache_load()
prompt = d.prefs['prompt']
out = d.menu(cache,prompt).strip()
aliased = False
if len(out) > 0:
if d.debug:
print("First menu closed with user input: " + out)
# Check if the action relates to a plugin
plugins = loa... | |
str(today.month) + "/" + str(today.day) + "/" + str(today.year)
self.visdatev.set(tstr)
self.visitdate.grid(row=8, column=3)
#prepopulate volunteer
self.volv.set(self.volunteerName)
###############self.visv.set(self....?)
#prepopulate visitor (add test to see if this exists, in case of newclient)
self.notescv.c... | |
cname in matplotlib.cm._cmap_registry:
return matplotlib.cm.get_cmap(cname)
cmap_file = os.path.join(CMAPSFILE_DIR, "colorbrewer", "reds_4.rgb")
cmap = Colormap(self._coltbl(cmap_file), name=cname)
matplotlib.cm.register_cmap(name=cname, cmap=cmap)
return cmap
@property
def reds_4_r(self):
cname = "reds_4_r"
... | |
var_name, ax, u, colorbar_index):
ax.clear()
ax.set_xlabel('$\\phi$')
ax.set_ylabel('$\\theta$')
ax.set_title(f'{var_name} averaged across $r$')
if self.contour_plot_available:
# matplotlib has problems plotting repeatedly `contourf` until version 3.3
# see https://github.com/matplotlib/matplotlib/issues/15986
... | |
'''
Name: color_segmentation.py
Version: 1.0
Summary: K-means color clustering based segmentation. This is achieved
by converting the source image to a desired color space and
running K-means clustering on only the desired channels,
with the pixels being grouped into a desired number
of clusters.
Author: <N... | |
import abc
import inspect
import json
import os
import multiprocessing
import time
import numpy as np
import pandas as pd
import tensorflow as tf2
from tqdm import tqdm
from ..feature import features_from_batch_data
from ..utils.tf_ops import modify_variable_names
from ..utils.misc import time_block, colorize
from ..ut... | |
pattern
@time_measure
def quantstrategies(context: DataContext):
global lock_qm
totalresultdata = {}
transientresult100 = context.totalresult[DataContext.strategy100]
for sector_usd in context.markets:
resultdata = {}
sector_tmp = stock_group[sector_usd]
for symbol_tmp in context.symbols[sector_tmp]:
results = ... | |
<filename>wordvecs/wordvecs.py
#!/usr/bin/env python
# coding=utf-8
# Author: <NAME> <<EMAIL>> KTH 2018
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from __future__ import unicode_literals
from __future__ import division, absolute_import, print_function
f... | |
import numpy as np
import matplotlib.pyplot as plt
import hrgames as hrg
import sys
def classic_pd(R=None, tf=None, xini=None):
"""Plays a classic prisoner's dilemma between two players"""
# Two connected players
A = np.zeros([2, 2])
A[0, 1] = 1
A[1, 0] = 1
# Classic positive prisoner's dilemma
B = np.zeros([2... | |
<reponame>imaginaryusername/Electron-Cash
#
# This file is:
# Copyright (C) 2018 <NAME> <<EMAIL>>
#
# MIT License
#
from . import utils
from . import gui
from .history import HistoryEntry
from . import txdetail
from . import contacts
from electroncash import WalletStorage, Wallet
from electroncash.util import timestamp... | |
detected.
link_aggregation: This field indicates if this is a link aggregation
interface.
mac: The MAC address of the interface.
ms_ad_user_data: The Microsoft Active Directory user related
information.
name: The interface system name.
network_view: Th name of the network view.
oper_status: Operating state of t... | |
ctx,
cc_toolchain = cc_toolchain,
requested_features = ctx.features,
unsupported_features = ctx.disabled_features,
)
library_to_link = cc_common.create_library_to_link(
actions = ctx.actions,
feature_configuration = feature_configuration,
dynamic_library = dynamic_library,
dynamic_library_symlink_path =
_shor... | |
~ ('callcode', :gas, :addr, :wei, :fname, :fparams):
fname = pretty_fname(fname, add_color=add_color)
if type(addr) == int:
addr = hex(addr)
addr = prettify(addr, add_color = add_color)
gas = prettify(gas, parentheses = False, add_color = add_color)
fparams = pretty_memory(fparams, add_color = add_color)
if fn... | |
from directory_constants.constants import cms
from django.forms import Textarea, CheckboxSelectMultiple
from django.utils.text import slugify
from modelcluster.fields import ParentalManyToManyField
from wagtail.admin.edit_handlers import (
HelpPanel, FieldPanel, FieldRowPanel, MultiFieldPanel, PageChooserPanel
)
from ... | |
graphical simulation interface
#########################################################
def draw(self,dc,transform,px,py):
c = self.properties.get('color','blue')
dc.SetPen(wx.Pen(c,1,wx.SOLID))
dc.SetBrush(wx.Brush(c))
radius = transform[0]/16
dc.DrawCircle(px,py,radius)
def draw_on_link(self,dc,transform,n... | |
# This file contains methods to deal with criu images.
#
# According to http://criu.org/Images, criu images can be described
# with such IOW:
#
# IMAGE_FILE ::= MAGIC { ENTRY }
# ENTRY ::= SIZE PAYLOAD [ EXTRA ]
# PAYLOAD ::= "message encoded in ProtocolBuffer format"
# EXTRA ::= "arbitrary blob, depends on the PAYLOAD... | |
<filename>experiments/smal_shape.py
"""
Example usage:
python -m smalst.experiments.smal_shape --zebra_dir='smalst/zebra_no_toys_wtex_1000_0' --num_epochs=100000 --save_epoch_freq=20 --name=smal_net_600 --save_training_imgs=True --num_images=20000 --do_validation=True
"""
from __future__ import absolute_import
from... | |
"""
A resource API for WAF and WAF-regional
"""
from enum import Enum, auto
from typing import Iterable, Dict, Container, Union, Generator, Optional, List
import boto3
from .basic import scroll
import abc
import logging
import json
import collections
from .cleaning import clean_up_stack
logger = logging.getLogger(__n... | |
"""
if addr is None:
raise TypeError('Address can not be set to None')
self._addr = addr
def get_scope(self):
"""
Get the subnet scope
:returns: The subnet scope as a string
"""
return self._scope
def set_scope(self, scope):
"""
Set the subnet address
:param scope: The subnet scope. It can be either "p... | |
"""
Aggregate tools
===============
"""
import sys
import numpy
from .._lib.hashmap import factorize
from ..compat import tqdm
from ..ds.scaling import linearscaling
from .arrays import first, lexsort_uint32_pair, to_structured
def igroupby(ids, values, n=None, logging_prefix=None, assume_sorted=False,
find_next_h... | |
import torch
import numpy as np
import pandas as pd
import scipy.stats as stats
import sys
import os
import time
from collections import OrderedDict
sys.path.insert(1, os.path.dirname(__file__))
import genotypeio, eigenmt
from core import *
import imp
import core
imp.reload(core)
from core import *
imp.reload(eigenmt... | |
cursor.close()
connection.close()
six.reraise(DatabaseError, DatabaseError(e), sys.exc_info()[2])
if not external_cursor:
cursor.close()
connection.commit()
connection.close()
return engine_temp
def _check_transfer(self, connection, cursor, transfer_id, user_id):
try:
sel = cursor.execute(
'''SELECT id
FR... | |
from xapi import success, Rpc_light_failure, InternalError, UnmarshalException, TypeError, is_long, UnknownMethod
import xapi
import sys
import json
import argparse
import traceback
import logging
class Unimplemented(Rpc_light_failure):
def __init__(self, arg_0):
Rpc_light_failure.__init__(self, "Unimplemented", [ ar... | |
= self.api_client.call_api(resource_path, method,
path_params,
query_params,
header_params,
body=body_params,
post_params=form_params,
files=files,
response_type='str',
auth_settings=auth_settings,
callback=params.get('callback'))
return response
def proxy_delete_namespaced_service(self, namespace, name, **... | |
<reponame>murthyn/composer
# Copyright 2021 MosaicML. All Rights Reserved.
"""Callback to save checkpoints during training."""
from __future__ import annotations
import logging
import os
import textwrap
from typing import Callable, Optional, Union
from composer.core import Event, State
from composer.core.callback i... | |
that the resource was updated. An `RFC3339`__ formatted datetime string.
__ https://tools.ietf.org/html/rfc3339
:param str created_by_id: (optional)
OCID of the user who created the resource.
:param str updated_by_id: (optional)
OCID of the user who updated the resource.
:param list[str] fields: (optional)
S... | |
# Copyright 2014 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 agreed t... | |
<reponame>gr4viton/kivent-robotic-visualizer<filename>py/surface.py
from random import randint, choice, randrange
from math import radians, pi, sin, cos
from kivy.core.window import Window
import logging
from logging import info as prinf
from logging import debug as prind
from logging import warning as prinw
from log... | |
import re
import collections
from enum import Enum
from ydk._core._dm_meta_info import _MetaInfoClassMember, _MetaInfoClass, _MetaInfoEnum
from ydk.types import Empty, YList, YLeafList, DELETE, Decimal64, FixedBitsDict
from ydk._core._dm_meta_info import ATTRIBUTE, REFERENCE_CLASS, REFERENCE_LIST, REFERENCE_LEAFLI... | |
<reponame>ravithanneeru/azure-cli-extensions<gh_stars>1000+
# coding=utf-8
# --------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for license information.
# Code genera... | |
lineage_probability_color=lineage_probability_color,
abs_prob_cmap=abs_prob_cmap,
lineage_probability=show_prob,
ylabel=ylabel,
**kwargs,
)
if sharey in ("row", "all", True) and not ylabel_shown:
plt.setp(ax.get_yticklabels(), visible=True)
if show_xticks_and_label[i]:
plt.setp(ax.get_xticklabels(), visible=T... | |
- 30: o0oOOo0O0Ooo % OoOoOO00 * IiII % iIii1I11I1II1 % O0
elif ( IIiiIiIIiI1 . type == LISP_ECM ) :
lisp_process_ecm ( lisp_sockets , packet , source , udp_sport )
if 76 - 76: II111iiii * I11i
else :
lprint ( "Invalid LISP control packet type {}" . format ( IIiiIiIIiI1 . type ) )
if 29 - 29: OoooooooOO . i1IIi
r... | |
<filename>CartPole.py
#!/usr/bin/env python3
import numpy as np
from scipy.stats.mstats import gmean
import theano.tensor as T
from ilqr import iLQR
from ilqr.cost import QRCost
from ilqr.dynamics import constrain
from ilqr.dynamics import AutoDiffDynamics
'''
Author: Sameer
Date: May 2019
'''
class CartPole(object)... | |
bits, static_row + 1, bcol)
header_offset = static_row + 1
__writeAnchorListData(sheet, seq_ref[seq], bits, row + header_offset, bcol,
data_func = lambda data, test: data[test][_KB],
data_format = __S_BIT_FORMAT,
abs_format = __S_BIT_ABS_FORMAT)
# Write sequence
sheet.cell(row = row + header_offset, column = bc... | |
<reponame>agentdavidjoseph/slycat
# Copyright (c) 2013, 2018 National Technology and Engineering Solutions of Sandia, LLC . Under the terms of Contract
# DE-NA0003525 with National Technology and Engineering Solutions of Sandia, LLC, the U.S. Government
# retains certain rights in this software.
"""Functions for manag... | |
# Copyright Contributors to the Pyro project.
# SPDX-License-Identifier: Apache-2.0
"""
Example: Hilbert space approximation for Gaussian processes.
============================================================
This example replicates a few of the models in the excellent case
study by <NAME> [1] (originally written us... | |
#!/usr/bin/env python2
# -*- coding: utf-8 -*-
#---------------------------------------------------------------------------
#Global mathematical model of SAC-A with 31 nodes and according to design
# status of March 3, 1997. Orbit of 51.6 degrees of inclination in winter
# solstice (beta=15), at 205 mn (380 km... | |
import torch
import warnings
from torch.optim.optimizer import Optimizer, required
import math
import itertools as it
import torch.optim as optim
warnings.filterwarnings("once")
def get_optimizer(optimizer: str = 'Adam',
lookahead: bool = False,
model=None,
separate_decoder: bool = True,
lr: float = 1e-3,
lr_e: ... | |
"full".')
return None
if df is None:
self._logger.warning('Return df format not provided. Default is "pred".')
return None
if svd == True:
# update SVD for dimensionality reducation
self.svd()
data = self.data
else:
data = self.UI
gmm = GaussianMixture(n_components=n, n_init=10, covariance_type=covaria... | |
with corporate actions information
**Usage**
Retrieve corporate actions for a basket across a date range
**Examples**
Retrieve historical acquisition corporate actions for a basket
>>> from gs_quant.markets.baskets import Basket
>>> from gs_quant.markets.indices_utils import CorporateActionType
>>>
>>> bas... | |
"""Supporting functions for the 'fix' command."""
import logging
import numpy as np
import pandas as pd
from . import descriptives, params, smoothing
def do_fix(target_raw, antitarget_raw, reference,
do_gc=True, do_edge=True, do_rmask=True, do_cluster=False):
"""Combine target and antitarget coverages and correct... | |
import time
import logging
import json
import copy
import math
import base64
import grpc
from grpc._cython import cygrpc
from ..grpc_gen import milvus_pb2_grpc
from ..grpc_gen import milvus_pb2 as milvus_types
from ..grpc_gen import common_pb2
from .abstract import CollectionSchema, ChunkedQueryResult, MutationResul... | |
<reponame>dbmi-bgm/cgap-portal
import json
import mock
import pytest
import webtest
from datetime import datetime, timedelta
from dcicutils.misc_utils import Retry, ignored
from dcicutils.qa_utils import notice_pytest_fixtures, local_attrs
from pyramid.httpexceptions import HTTPBadRequest
from snovault import TYPES, C... | |
<filename>Traclus_DL.py<gh_stars>1-10
from Trajectory import *
from ClusterQ import *
import sys
import datetime
from collections import defaultdict
from numpy import arange
from itertools import count
import math
"""This is a collection of methods to read in a set of 2 dimensional desire lines trajectories, and create... | |
list of genome_servers.
Use reset argument to overwrite the current list. Otherwise the current one will be appended to.
:param list[str] | str url: url(s) to update the genome_servers list with
:param bool reset: whether the current list should be overwritten
"""
urls = _make_list_of_str(url)
if CFG_SERVERS_KE... | |
the self.image_info list.
# this happens in place, and returns None
shuffle(self.image_info)
# add all the class info
for category in updated_category_dict:
# self.add_class(dataset_name, category['id'], category['name'])
self.add_class(dataset_name,
updated_category_dict[category],
category)
print(len(up... | |
import json
import argparse
import torch
from torch.utils.data import DataLoader, RandomSampler, SequentialSampler, TensorDataset
import os
import random
import numpy as np
import requests
import logging
import math
import copy
import wandb
import string
import re
from time import time
from tqdm import tqdm, trange
f... | |
<gh_stars>0
"""
Tools for converting CPAN packages to conda recipes.
"""
from __future__ import (absolute_import, division, print_function,
unicode_literals)
import json
import subprocess
import sys
from distutils.version import LooseVersion
from glob import glob
from io import open
from os import makedirs
from os.p... | |
<filename>lightweight_mmm/plot.py
# Copyright 2022 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... | |
or int(isValue) == 0) :
# сохраним заголовок, если он определен для ЭТОГО класса объектов.
sqlStr = "INSERT INTO " + self._headStruct.getTableName() +" ( " + headParamsObj.strListAttrNames + ") VALUES " +\
"( " + headParamsObj.strListAttrValues + " ) returning " + self._headStruct.getIdFieldName() + "; "
headValue ... | |
== flop[2]+1 and x[1] == flop[2]-1) or (x[0] == flop[2]+2 and x[1] == flop[2]+1))]
if board_type == "two-tone":
my_hands_s_3_to_straight_low_end_bdfd = [(x, 1) for x in my_hands[1] if x[0] != 13 and (x[0] not in flop and x[1] not in flop) and ((x[0] == flop[0]-1 and x[1] == flop[0]-2) or (x[0] == flop[1]-1 and x[1] =... | |
*args) -> "void":
r"""
*Overload 1:*
获取椭圆属性
|
*Overload 2:*
设置椭圆属性
|
*Overload 3:*
设置椭圆属性
"""
return _gskernel.GsArcPointSymbol_EllipseParameter(self, *args)
def LongAxis(self, *args) -> "void":
r"""
*Overload 1:*
获取长轴长度
|
*Overload 2:*
设置长轴长度
"""
return _gskernel.G... | |
# coding:utf-8
# Author: 阿财（<EMAIL>）（<EMAIL>）
# Created date: 2020-02-27
#
# The MIT License (MIT)
#
# Copyright (c) 2016-2019 yutiansut/QUANTAXIS
#
# 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 Sof... | |
statistics' + suffix
logger.info ( title + "\n%s" % self.table ( title = title , prefix = "# " ) )
## standard printout as table
def table ( self , title = 'Jobs execution statistics' , prefix = '' ) :
text = [ (' #jobs ' , '%' , ' total time' , 'time/job' , 'job server') ]
njobs = self.njobs
keys = self._... | |
_general.PyNode)
return res
@_factories.addCmdDocs
def polyCut(*args, **kwargs):
res = cmds.polyCut(*args, **kwargs)
if not kwargs.get('query', kwargs.get('q', False)):
res = _factories.maybeConvert(res, _general.PyNode)
return res
@_factories.addCmdDocs
def polyCylinder(*args, **kwargs):
res = cmds.polyCylinde... | |
<filename>functions_for_AirBnB.py
# The collection of functions for the Boston AirBnB dataset
# import necessary libraries
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
from pandas.tseries.holiday import USFederalHolidayCalendar as calendar #To check holidays in the U.S
i... | |
of each tensor in `outputs`.
name: A name for the operation (optional).
Returns:
A list of `Tensor` objects of type `dtypes`.
"""
_ctx = _context._context or _context.context()
tld = _ctx._thread_local_data
if tld.is_eager:
try:
_result = pywrap_tfe.TFE_Py_FastPathExecute(
_ctx._context_handle, tld.device_na... | |
<filename>fourInARowWrapper.py
import numpy as np
from gym import spaces
import gym
import fourInARow
import copy
class ActionSpace(spaces.Discrete):
def __init__(self, size):
self.high = fourInARow.width
self.low = 0
super().__init__(size)
class FourInARowWrapper(gym.Env):
def __init__(self, pl... | |
# coding=utf-8
from __future__ import absolute_import, division, print_function, unicode_literals
from builtins import str
from io import open
from dynet import *
import dynet
from utils import read_conll, read_conll_predict, write_conll, load_embeddings_file
from operator import itemgetter
import utils, time, random... | |
"object dependencies.",
req.status_code, nb_id
)
log.debug("NetBox %s status body: %s", req.status_code, req.json())
else:
raise SystemExit(
log.critical(
"Well this in unexpected. Please report this. "
"%s request received %s status with body '%s' and response "
"'%s'.",
req_type.upper(), req.status_code, da... | |
<reponame>jacer2020/ui2
# coding: utf-8
#
from __future__ import absolute_import, print_function
import base64
import io
import logging
import re
import time
import warnings
import xml.dom.minidom
import requests
import six
from retry import retry
from uiautomator2.exceptions import (RetryError, NullPointerExceptio... | |
(left_index and right_index):
left_on = right_on = list(same_named_columns)
return left_on, right_on
@staticmethod
def _get_left_right_indices(lhs, rhs, left_on, right_on, left_index, right_index):
"""
Calculate left and right column indices to perform shuffle on
this is based on the "join" function in cudf fi... | |
<filename>examples/seismic/skew_self_adjoint/wavesolver.py
from devito import Function, TimeFunction
from examples.seismic import PointSource, Receiver
from examples.seismic.skew_self_adjoint.utils import setup_w_over_q, compute_critical_dt
from examples.seismic.skew_self_adjoint.operators import IsoFwdOperator, IsoAdj... | |
<reponame>LaudateCorpus1/ppo-ewma<gh_stars>10-100
"""
Mostly copied from ppo.py but with some extra options added that are relevant to phasic
"""
import numpy as np
import torch as th
from queue import Queue
from mpi4py import MPI
from functools import partial
from .tree_util import tree_map, tree_multimap
from . impo... | |
# 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.
# This combines configurable build-time constants (documented on REPO_CFG
# below), and non-configurable constants that are currently not name... | |
# Author: <NAME>
# E-mail: <EMAIL>
# Author: <NAME>
# E-mail: <EMAIL>
# Author: <NAME>
# E-mail: <EMAIL>
from sklearn.preprocessing import OneHotEncoder
from sklearn.metrics import accuracy_score
from tqdm import tqdm
import numpy as np
import torch
from torch import nn
from tqdm import tqdm
from sklearn.metrics i... |
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