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# -*- coding: utf-8 -*-
#! Python3
#? @author: <NAME>
#? @github: https://github.com/rfelipesilva
import PIL
from PIL import Image,ImageTk
import cv2
import time
import numpy as np
from fuzzywuzzy import fuzz, process
import tkinter as tk
import tkinter.ttk as ttk
from tkinter import filedialog, messa... |
#!/usr/bin/env python3
import os
import os.path
import sys
elasticNodeMiddleware = False
if len(sys.argv) >= 3 and str(sys.argv[2]) == "ElasticNodeMiddlewareProject":
elasticNodeMiddleware = True
def create_workspace_content(project_name, use_comm_lib=False):
content = """workspace(
name = "{project_na... |
from django.contrib.gis.db import models
from django.core.validators import RegexValidator
from django.utils.safestring import mark_safe
from django.utils.text import slugify
from wagtail.snippets.models import register_snippet
from wagtail.admin.edit_handlers import FieldPanel
from wagtail.search import index
from wag... |
#!/usr/bin/env python3
#
# (C) Copyright 2020 Hewlett Packard Enterprise Development LP.
# Licensed under the Apache v2.0 license.
#
import os
import sys
import time
import json
import socket
import textwrap
import argparse
import requests
import curses
from http import HTTPStatus
WIDTH = 130
HEIGHT = 46
WHITE ... |
# -*- coding: utf-8 -*-
"""
.. invisible:
_ _ _____ _ _____ _____
| | | | ___| | | ___/ ___|
| | | | |__ | | | |__ \ `--.
| | | | __|| | | __| `--. \
\ \_/ / |___| |___| |___/\__/ /
\___/\____/\_____|____/\____/
Created on Mar 20, 2013
All-to-all perceptron layers: simple (:... |
"""
Contains a CLICommand that implements ping test functionality.
Uses the following from :py:class:`swiftly.cli.context.CLIContext`:
=============== ====================================================
client_manager For connecting to Swift.
concurrency The number of concurrent actions that can be
... |
import matplotlib as mpl
import matplotlib.pyplot as plt
import numpy as np
from scipy.stats import spearmanr
from matplotlib.lines import Line2D
from tqdm.notebook import tqdm
from PIL import Image
def Custom_Legend(ax, labels: "List[String]", colors : "List of color names", ncol = 1,
fonts... |
# -*- coding: utf-8 -*-
import warnings
warnings.filterwarnings('ignore')
import numpy as np
import pandas as pd
import glob
from src.util.log_util import set_logger
from logging import StreamHandler, Formatter, getLogger, FileHandler, DEBUG, INFO, ERROR
from sklearn.preprocessing import StandardScaler
from src.data.m... |
import sys
import os, errno, stat
from io import BytesIO
from .virtualizedproc import signature, sigerror
from .sandboxio import NULL
from ._commonstruct_cffi import ffi, lib
MAX_PATH = 256
UID = 1000
GID = 1000
INO_COUNTER = 0
class FSObject(object):
read_only = True
def stat(self):
try:
... |
"""
Automate your weekly reporting using the template
class and function below.
You can have this set to a cron job and
have the output emailed or sent to a Google Sheet
"""
# local classes
from .ga import GoogleAnalytics
from .gsc import GoogleSearchConsole
from .sheets import GoogleSheets
# standard library
impor... |
# -*- coding: utf-8 -*-
from __future__ import absolute_import, unicode_literals
try:
from itertools import zip_longest
except ImportError:
from itertools import izip_longest as zip_longest
import django
from django.db.models.sql import compiler
import re
NEEDS_AGGREGATES_FIX = django.VERSION[:... |
#!/usr/bin/env python3
import polars as pl
import argparse
import sys
import glob
from typing import List, Dict, Union
def parse_args(args=None):
parser = argparse.ArgumentParser(description='Read and format scoring files')
parser.add_argument('-d', '--dataset', dest='dataset', required=True,
... |
from __future__ import absolute_import, division, print_function, unicode_literals
from six import StringIO
import textwrap
from stone.backend import CodeBackend
from stone.backends.python_helpers import (
check_route_name_conflict,
class_name_for_annotation_type,
class_name_for_data_type,
emit_pass_... |
#!/usr/bin/env python
#
# Copyright 2007 Google 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 o... |
# Copyright 2008-2016 by <NAME>. All rights reserved.
# This code is part of the Biopython distribution and governed by its
# license. Please see the LICENSE file that should have been included
# as part of this package.
"""Multiple sequence alignment input/output as alignment objects.
The Bio.AlignIO interface is ... |
import sys
import os
import ast
import re
from anytree import Node, PreOrderIter
import time
from datetime import datetime, date
from utils.import_checker import import_check
from utils.github_search import search_github
from utils.utils import *
# NOTE TO MYSELF:
# Difference between this file and constant_input_main... |
#!/usr/bin/env python
#
# Copyright (c) 2019, The OpenThread Authors.
# 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
# ... |
#
# Licensed to the Apache Software Foundation (ASF) under one or more
# contributor license agreements. See the NOTICE file distributed with
# this work for additional information regarding copyright ownership.
# The ASF licenses this file to You under the Apache License, Version 2.0
# (the "License"); you may not us... |
import base64
import logging
import os
import queue
import time
import typing as t
import zlib
from collections import OrderedDict
from concurrent.futures.thread import ThreadPoolExecutor
from dataclasses import dataclass
from sqlalchemy import orm
from sqlalchemy.orm import sessionmaker
from watchdog.events import Fi... |
# -*- coding: utf-8 -*-
# flake8: noqa
# disable flake check on this file because some constructs are strange
# or redundant on purpose and can't be disable on a line-by-line basis
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import ast
import inspect
imp... |
# Copyright 2018 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applica... |
import functools
import logging
import os
import pathlib
import sys
import sysconfig
from typing import Any, Dict, Iterator, List, Optional, Tuple
from pip._internal.models.scheme import SCHEME_KEYS, Scheme
from pip._internal.utils.compat import WINDOWS
from pip._internal.utils.deprecation import deprecated
from pip._... |
"""Implements just intonation arbitrary and tetrachordal scales."""
from itertools import permutations, product
from .intervals import JustInterval
from .primes import is_prime
__version__ = '0.0.1'
class JustScale():
"""This class implements arbitrary just intonation scales."""
def __init__(self, tones=... |
from yahoo_oauth import OAuth2
import json
from json import dumps, loads
from datetime import datetime
from pathlib import Path
class Yahoo_Api():
def __init__(self, consumer_key, consumer_secret,
access_key):
self._consumer_key = consumer_key
self._consumer_secret = consumer_secret... |
__all__ = [
'factorize_array',
'factorize_dataframe',
'factorize_ndarray',
'fast_zip_arrays',
'fast_zip_dataframe_columns',
'get_dataframe',
'get_dtypes_and_required_cols',
'get_ids',
'get_json',
'get_timestamp',
'get_utctimestamp',
'merge_dataframes',
'PANDAS_BASIC_D... |
import os
import cv2
import time
import random
import pickle
import numpy as np
from PIL import Image
from distutils.version import LooseVersion
from sacred import Experiment
from sacred.observers import FileStorageObserver
from easydict import EasyDict as edict
import torch
from torch.utils import data
from torch.opti... |
__all__ = ('TypingGameApp', 'TypingDropDown',)
import pygame
from pygame import Surface
from typing import Generator
import random
from pathlib import Path
from .api.utils import SafeMember, after_end
from .api.mixins.colors import TypingGameColorMixin
from .api.mixins import typings
from .api.generics import RGBCo... |
# TODO:
# * modify exports using lief
# * zero out rich header (if it exists) --> requires updating OptionalHeader's checksum ("Rich Header" only in Microsoft-produced executables)
# * tinker with resources: https://lief.quarkslab.com/doc/tutorials/07_pe_resource.html
import lief # pip install https://github.com/lief... |
# .-------------------.
# | imports |
# '-------------------'
from kivy.app import App
from kivy.clock import Clock
from kivy.lang import Builder
from kivy.metrics import dp
from kivy.network.urlrequest import UrlRequest
from kivy.properties import NumericProperty
from kivy.uix.image import AsyncImage
from k... |
""" ``patterns`` module.
"""
from inspect import getfullargspec
from time import sleep, time
from wheezy.caching.dependency import CacheDependency
from wheezy.caching.utils import total_seconds
class Cached(object):
"""Specializes access to cache by using a number of common settings
for various cache operat... |
import random
import itertools
import numpy as np
from gym import spaces
from traffic.traffic_env import TrafficEnv
from traffic.road import Road, RoadSegment
from traffic.car import Car
from traffic.drivers.driver import Driver, XYSeperateDriver
from traffic.drivers.oned_drivers import IDMDriver, PDDriver
from traffi... |
# Copyright 2020 The SQLFlow Authors. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law o... |
"""
An input processor for the SIGNOR database: a database of causal relationships
between biological entities.
See publication:
Perfetto et al., "SIGNOR: a database of causal relationships between
biological entities," Nucleic Acids Research, Volume 44, Issue D1, 4
January 2016, Pages D548-D554. https://doi.org/10.1... |
import os
from abc import ABC, abstractmethod
from typing import Dict, List, Optional, Tuple, Type
from django.conf import settings
from django.http import HttpRequest
from zerver.lib.exceptions import RateLimited
from zerver.lib.redis_utils import get_redis_client
from zerver.lib.utils import statsd
from zerver.mod... |
# author: github/zabir-nabil
# relevant imports
import os
import cv2
import pydicom
import pandas as pd
import numpy as np
# import tensorflow as tf
# import matplotlib.pyplot as plt
# torch dataset
import torch
from torch.utils.data import Dataset, DataLoader
from torchvision import transforms, utils
import ra... |
from pbxproj.pbxsections import *
from pbxproj import PBXList
class TreeType:
ABSOLUTE = u'<absolute>'
GROUP = u'<group>'
BUILT_PRODUCTS_DIR = u'BUILT_PRODUCTS_DIR'
DEVELOPER_DIR = u'DEVELOPER_DIR'
SDKROOT = u'SDKROOT'
SOURCE_ROOT = u'SOURCE_ROOT'
@classmethod
def options(cls):
... |
"""
This project is a template to predict time series via a neural network.
Therefore training time series of the input data and the desired output have to be loaded. The neural network is created
with keras (https://keras.io/) and a tensorflow backend (https://www.tensorflow.org/).
The parameters to set up the... |
#!/usr/bin/env python3
# -*- CoDing: utf-8 -*-
"""
CreateD on WeD OCt 17 12:25:24 2018
Last Update May 22 2019
@author: simonvanvliet
Department of Zoology
University of Britisch Columbia
<EMAIL>
This code implements the two species (helper and neutral cells) model
"""
import mls_general_code as mlsg
import numpy as ... |
# Copyright (c) 2016-present, Facebook, Inc.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import errno
import fcntl
import functools
import logging
import os
import shutil
import subprocess
from contextlib import contextmanager
from time ... |
import calendar
import time
from collections import OrderedDict
from anchore_engine.services.policy_engine.engine.feeds import DataFeeds
from anchore_engine.services.policy_engine.engine.policy.gate import Gate, BaseTrigger
from anchore_engine.services.policy_engine.engine.vulnerabilities import have_vulnerabilities_f... |
import datetime
from django.http import JsonResponse
from django.db.models import Q, Count, Sum
from core.models import Entity, Biocarburant, MatierePremiere, Depot, Pays, LotTransaction
from certificates.models import ISCCCertificate, DBSCertificate, REDCertCertificate, SNCertificate
from core.models import Control, C... |
# https://wiki.xxiivv.com/site/varvara.html
# https://wiki.xxiivv.com/site/uxntal.html
# https://wiki.xxiivv.com/site/uxntal_cheatsheet.html
# https://wiki.xxiivv.com/site/uxntal_reference.html
# https://wiki.xxiivv.com/site/uxntal_stacking.html
# https://wiki.xxiivv.com/site/uxntal_macros.html
from rich.console impo... |
# coding=utf-8
# Copyright 2019 The Google Research Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicab... |
'''
Multi-period inventory management
<NAME>, <NAME>, <NAME>
4/14/2020
'''
import gym
import itertools
import numpy as np
from scipy.stats import *
from or_gym.utils import assign_env_config
from collections import deque
class InvManagementMasterEnv(gym.Env):
'''
The supply chain environment is structured as ... |
import torch
import torch.nn as nn
import torch.nn.functional as F
class ConvBlock(torch.nn.Module):
def __init__(self, input_size, output_size, kernel_size=3, stride=1, padding=1, bias=True, activation='prelu', norm=None):
super(ConvBlock, self).__init__()
self.conv = torch.nn.Conv2d(input_size, o... |
#copyright (c) 2019 PaddlePaddle Authors. All Rights Reserve.
#
#Licensed under the Apache License, Version 2.0 (the "License");
#you may not use this file except in compliance with the License.
#You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
#Unless required by applicable l... |
# Copyright 2016 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applica... |
import asyncio
import contextlib
import io
import os
import sys
import threading
import time
from collections import ChainMap
from http.server import BaseHTTPRequestHandler, HTTPServer
import pytest
import fsspec.asyn
import fsspec.utils
fsspec.utils.setup_logging(logger_name="fsspec.http")
requests = pytest.import... |
#!/usr/bin/env python
"""
Utility functions that don't really belong anywhere else
Axes:
+X is east
-X is west
+Y is south
-Y is north
+Z is up
-Z is down
Possible Vector128 dtype:
d = np.dtype((np.float128, np.dtype({"names": list("xyzw"), "formats": [np.float32]*4})))
a = np.array([0], dtype=d)
a[0] = ... |
import random
import math
from unittest import result
from PIL import Image
from main import console, spinner_choice
from moviepy.editor import *
import moviepy.video.fx.all as vfx
import pytube
import urllib.parse
import urllib.request
import numpy as np
from moviepy.audio import fx
from config import *
from images im... |
import math
import struct
# Python 2 compat
try:
int_types = (int, long,)
byte_iter = bytearray
except NameError:
int_types = (int,)
byte_iter = lambda x: x
try:
from itertools import zip_longest
except ImportError:
from itertools import izip_longest as zip_longest
from fitparse.utils import ... |
import collections.abc
import os
import pickle
import re
import string
import sys
from copy import copy, deepcopy
from typing import Callable, Dict, List, NewType, Tuple, TypeVar, Union
import pytest
from pkg_resources import safe_version
from typing_extensions import Annotated, Literal
from pydantic import VERSION, ... |
# future
from __future__ import annotations
# stdlib
from copy import deepcopy
import functools
import operator
from typing import Any
from typing import Callable
from typing import Dict
from typing import List
from typing import Optional
from uuid import UUID
# third party
from google.protobuf.reflection import Gene... |
#!/usr/bin/python3
import json
import time
import warnings
from collections import OrderedDict
from pathlib import Path
from threading import Lock, Thread
from typing import Callable, Dict, Iterator, List, Optional, Sequence, Tuple, Union, ValuesView
import eth_event
from eth_event import EventError
from web3._utils ... |
# Copyright 2010 United States Government as represented by the
# Administrator of the National Aeronautics and Space Administration.
# 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... |
"""
babel.messages.pofile
~~~~~~~~~~~~~~~~~~~~~
Reading and writing of files in the ``gettext`` PO (portable object)
format.
:copyright: (c) 2013-2022 by the Babel Team.
:license: BSD, see LICENSE for more details.
"""
import os
import re
from babel.messages.catalog import Catalog, Message
f... |
"""
Run PSF estimation.
"""
from __future__ import print_function, absolute_import, division
import sys
import os
import re
import time
import argparse
import numpy as np
import ctypes as ct
from ctypes.util import find_library
from astropy.io import fits
from desiutil.log import get_logger
def parse(options=None... |
import argparse
import collections
import enum
import linecache
import os.path
from pathlib import Path
import shutil
import sys
import textwrap
import time
import traceback
from typing import (
Counter,
Dict,
Iterable,
List,
MutableMapping,
Optional,
Sequence,
Tuple,
Union,
)
from t... |
"""
Geopy can calculate geodesic distance between two points using the
`geodesic distance
<https://en.wikipedia.org/wiki/Geodesics_on_an_ellipsoid>`_ or the
`great-circle distance
<https://en.wikipedia.org/wiki/Great-circle_distance>`_,
with a default of the geodesic distance available as the function
``geopy.distance.... |
# coding=utf-8
# Copyright 2021 The TensorFlow Datasets 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 appl... |
import os
import hashlib
import binascii
from ._libsecp256k1 import ffi, lib
EC_COMPRESSED = lib.SECP256K1_EC_COMPRESSED
EC_UNCOMPRESSED = lib.SECP256K1_EC_UNCOMPRESSED
FLAG_SIGN = lib.SECP256K1_CONTEXT_SIGN
FLAG_VERIFY = lib.SECP256K1_CONTEXT_VERIFY
ALL_FLAGS = FLAG_SIGN | FLAG_VERIFY
NO_FLAGS = lib.SECP256K1_CONT... |
# setup.py - distutils packaging
#
# Copyright (C) 2003-2010 <NAME> <<EMAIL>>
#
# psycopg2 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 lat... |
import asyncio
import json
from lbry.wallet import ENCRYPT_ON_DISK
from lbry.error import InvalidPasswordError
from lbry.testcase import CommandTestCase
from lbry.wallet.dewies import dict_values_to_lbc
class WalletCommands(CommandTestCase):
async def test_wallet_create_and_add_subscribe(self):
session ... |
from keras.models import Model
import tensorflow as tf
from keras.layers import Reshape, Activation, Conv2D, Input, MaxPooling2D, BatchNormalization, Flatten, Dense, Lambda
from keras.layers.advanced_activations import LeakyReLU
from keras.layers.merge import concatenate
from keras.applications.mobilenet import MobileN... |
# -*- coding: utf-8 -*-
"""
IDL Ref:
https://google.github.io/flatbuffers/flatbuffers_grammar.html
"""
import collections
import os
import sys
import types
from ply import lex, yacc
from fbs._compat import urlopen, urlparse
from fbs.fbs import FBSPayload, FBSType, gen_init
from .exc import FbsGrammerError, Fb... |
from __future__ import division
from __future__ import print_function
import time
import argparse
import pickle
import os
import datetime
import torch.optim as optim
from torch.optim import lr_scheduler
from utils import *
from modules import *
parser = argparse.ArgumentParser()
parser.add_argument('--no-cuda', act... |
from abc import ABCMeta, abstractmethod
import tensorflow.compat.v1 as tf
tf.disable_v2_behavior()
from tensorflow.python.client import timeline
import numpy as np
from tqdm import tqdm
import os.path as osp
import itertools
from superpoint.utils.tools import dict_update
class Mode:
TRAIN = 'train'
EVAL = 'e... |
import numpy as np
housekeeping_template = np.dtype([
("housekeeping_packet_id", "i"), # This is to be filled just prior to writing into file
("buffer_id","i"),
("buffer_sec", "i"),
("buffer_ns", "i"),
("buffer_index","u2"),
("incomplete_packet", "u2"),
("hz_elem_0_voltage","f"),
("hz_e... |
import numpy as np
import scipy.sparse as sp
import torch
import torch.utils.data
import typing as _typing
import torch_geometric
from . import target_dependant_sampler
class _LayerDependentImportanceSampler(
target_dependant_sampler.BasicLayerWiseTargetDependantSampler
):
"""
Obsolete implementation, unu... |
import argparse
import numpy as np
import cv2
import os
import glob
import torch
cv2.setNumThreads(0)
from tqdm import tqdm
from torch.utils import data
from typing import Dict, List, Union
# import some common detectron2 utilities
from detectron2 import model_zoo
from detectron2.config import get_cfg
from detectron... |
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Fri Jul 17 09:11:58 2020
@author: ets
"""
import datetime as dt
import logging
import re
import warnings
from pathlib import Path
from typing import List, Tuple
# import climpred
import numpy as np
import pandas as pd
import xarray as xr
from climpred imp... |
from argparse import ArgumentParser
import os
from docutils import nodes
from docutils.statemachine import StringList
from docutils.parsers.rst.directives import flag, unchanged
from docutils.parsers.rst import Parser, Directive
from docutils.utils import new_document
from docutils.frontend import OptionParser
from sp... |
from __future__ import annotations
import logging
import hmac
from math import exp
from typing import Dict, Optional
from datetime import datetime, timezone, timedelta
from sqlalchemy.dialects import postgresql as pg
from sqlalchemy.sql.expression import func, true, null, or_, and_
from swpt_creditors.extensions import... |
# -*- coding: utf-8 -*-
from django.contrib.auth.mixins import UserPassesTestMixin
from django.http import HttpResponse, Http404, JsonResponse
from django.views.generic import TemplateView, View
import json
import hashlib
import httplib
from mimetypes import MimeTypes
import os
import csv
import StringIO
i... |
"""
color.py
-------------
Hold and deal with visual information about meshes.
There are lots of ways to encode visual information, and the goal of this
architecture is to make it possible to define one, and then transparently
get the others. The two general categories are:
1) colors, defined for a face, vertex, or ... |
# Copyright (c) 2017-2022 Digital Asset (Switzerland) GmbH and/or its affiliates. All rights reserved.
# SPDX-License-Identifier: Apache-2.0
# type: ignore
from io import StringIO
from typing import Mapping, Optional, Sequence, Union
import warnings
from .. import LOG
from ..damlast import daml_types as daml
from ..d... |
import numpy as np
import math
from python_qt_binding.QtCore import Qt, QMetaType, QDataStream, QVariant, pyqtSignal
from python_qt_binding import loadUi
from rqt_gui_py.plugin import Plugin
from python_qt_binding.QtWidgets import QWidget, QTreeWidget, QTreeWidgetItem,QListWidgetItem, \
QSlider, QGroupBox, QVBoxLay... |
from numpy.lib.function_base import average, interp
import torch
from torch import nn
from PCONV_operator import EntropyContextNew, EntropyConv2Batch, EntropyCtxPadRun2
from PCONV_operator import DExtract2, DInput2, PseudoFillV2, DExtract2Batch,MultiProject
from PCONV_operator import EntropyAdd, EntropyBatchGmmTable,Ps... |
import warnings
import numpy as np
import pandas as pd
from statsmodels.base import model
import statsmodels.base.wrapper as wrap
from statsmodels.tools.sm_exceptions import ConvergenceWarning
class _DimReductionRegression(model.Model):
"""
A base class for dimension reduction regression methods.
"""
... |
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Tue Mar 17 18:10:44 2020
@author: yujia
"""
import torch
import torch.nn.functional as F
from torch.autograd import Function
import numpy as np
def sinkhorn_forward(C, mu, nu, epsilon, max_iter):
bs, n, m = C.size()
v = torch.ones([bs, 1, m])/... |
import collections
import io
import itertools
import json
import textwrap
from braces.views import JSONResponseMixin, PermissionRequiredMixin
from django.contrib.contenttypes.models import ContentType
from django.db.models import Count
from django.db.utils import ProgrammingError
from django.http import HttpResponse
f... |
import pandas as pd
import feather
import numpy as np
import os
import requests
import json
import seaborn
from matplotlib import pyplot as plt
import blitzgsea as blitz
import scipy.stats as stats
def nes(signature, gene_set):
gs = set(gene_set)
hits = [i for i,x in enumerate(signature.index) if x in gs]
... |
"""Module for lemmatizing Latin—includes several classes for different
lemmatizing approaches--based on training data, regex pattern matching,
etc. These can be chained together using the backoff parameter. Also,
includes a pre-built chain that uses models in latin_models_cltk repo
called BackoffLatinLemmatizer.
The ... |
import stripe
import stripe.error
import subscriptions
# Next line is so these functions can be used by django_stripe user without needing to import from subscriptions
from subscriptions import cancel_subscription, cancel_subscription_for_product, delete_customer
from subscriptions.types import PaymentMethodType
from... |
'''
This reporter exposes Buildbot metrics to Prometheus.
A configuration block such as the following example should be added to
the Prometheus configuration file to instruct it to scrape the buildbot
metrics exporter.
.. code-block:: yaml
scrape_configs:
- job_name: 'buildbot'
target_groups:... |
import numpy as np
import pandas as pd
import warnings
from typing import Optional, Callable
from scipy.integrate import trapezoid
import matplotlib.pyplot as plt
from Evaluations.custom_types import Numeric, NumericArrayLike
from Evaluations.util import check_and_convert
from Evaluations.util import predict_mean_surv... |
from __future__ import absolute_import, division, print_function
# LIBTBX_SET_DISPATCHER_NAME phenix.model_vs_map
from scitbx.array_family import flex
import iotbx.pdb
from libtbx.utils import Sorry
from libtbx.str_utils import make_sub_header
from cctbx import maptbx
from cctbx import miller
import mmtbx.utils
import... |
#!/usr/bin/env python3
#-*- coding: utf-8 -*-
# Copyright 2017, National University of Ireland and The James Hutton Insitute
# Author: <NAME>
#
# This code is part of the riboSeed package, and is governed by its licence.
# Please see the LICENSE file that should have been included as part of
# this package.
"""
"""
i... |
import torch
import numpy as np
import torch.nn as nn
from copy import deepcopy
import torch.optim as optim
from RodentNavigation.Networks.network_modules_torch import NetworkConnectivityModule
# plastic LSTM, with neuromod take in (x_n, v_t - v_t-1)
# train using recurrent SAC, burn in period
# modulate lower level... |
# -*- coding: utf-8 -*-
# Copyright 2014-2016 OpenMarket Ltd
# Copyright 2019 New Vector Ltd
# Copyright 2020 The Matrix.org Foundation C.I.C.
#
# 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
... |
import numpy as np
import ubelt as ub
import scipy
import scipy.ndimage
import netharn as nh
import scipy
def g(f, σ, **kw):
truncate = kw.get('truncate', 6.0) # overkill
if len(f.shape) == 1:
sigma = σ
elif len(f.shape) == 3:
sigma = (σ, σ, 0)
else:
sigma = (σ, σ)
return ... |
# Copyright (c) 2021 zfit
import numpy as np
import pytest
import tensorflow as tf
import zfit.core.basepdf
import zfit.models.dist_tfp
import zfit.settings
from zfit import z
from zfit.core.loss import UnbinnedNLL
from zfit.core.space import Space
from zfit.minimize import Minuit
from zfit.pdf import Gauss
from zfit... |
# -*- coding: utf-8 -*-
# @Author: <NAME>
# @Date: 2018-11-09 10:06:59
# @Last Modified by: <NAME>
# @Last Modified time: 2018-11-23 17:26:44
import os
import os.path as osp
import random
import time
import sys;
sys.path.append('../')
import torch
import torch.nn as nn
import numpy as np
import torch.nn.parallel
i... |
from .EmbConstant import *
from .EmbThreadPec import get_thread_set
from .PecWriter import write_pec
from .WriteHelper import write_string_utf8, write_int_32le, write_int_16le, write_int_8, write_float_32le
SEQUIN_CONTINGENCY = CONTINGENCY_SEQUIN_JUMP
FULL_JUMP = True
MAX_JUMP_DISTANCE = 2047
MAX_STITCH_DISTANCE = 20... |
import os
import tempfile
import pandas as pd
import csv
from patsy.highlevel import dmatrices
from nidm.experiment.Query import GetProjectsUUID
import click
from nidm.experiment.tools.click_base import cli
from nidm.experiment.tools.rest import RestParser
import numpy as np
import matplotlib.pyplot as plt
import seabo... |
import contextlib
import functools
import logging
import typing
from typing import Any, Type
import attr
import six
from dbnd._core.configuration import get_dbnd_project_config
from dbnd._core.configuration.environ_config import (
in_tracking_mode,
is_databand_enabled,
)
from dbnd._core.constants import (
... |
from viz.utils import *
#styling
external_stylesheets = ['https://codepen.io/chriddyp/pen/bWLwgP.css',
'https://codepen.io/chriddyp/pen/brPBPO.css']
thread_id=''
# Layout
def generate_layout(thread_id):
dlayout = html.Div([
# DATA STORES
dcc.Store(id='ts-graph-file'),
dcc.Store(id='ts-grap... |
from maslite import Agent, AgentMessage, Scheduler
from collections import defaultdict
__author__ = ["<EMAIL>"]
__description__ = """
INTRODUCTION
This demo illustrates how to solve the assignment problem using
OutScale and Dmitry Bertsekas Distributed Assignment Solving algorithm
from 1979.
It u... |
"""Grammar and methods for parsing the configuration file"""
from .printing import PybnfError, print1
from .config import Configuration
from string import punctuation
import logging
import pyparsing as pp
import re
logger = logging.getLogger(__name__)
numkeys_int = ['verbosity', 'parallel_count', 'delete_old_fi... |
#系統元件
from flask import Flask, jsonify, request, render_template,session,redirect,url_for,flash,Blueprint
import redis
import os
import json
import pymongo
import pandas as pd
import datetime
import hashlib
from datetime import timedelta
import time
import numpy as np
# line bot 相關元件
from linebot import LineBotApi
fro... |
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