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# Copyright (c) 2021-2022 <NAME>
# Licensed under the zlib/libpng License
# https://opensource.org/licenses/Zlib
#***************************************************************************
# _ _ ____ _
# Project ___| | | | _ \| |
# ... |
from math import cos, sin, atan2
from lib.utility import gravitational_constant, pi, range_setter, time_difference
from datetime import datetime as dt
import json
from functools import lru_cache
class Focus:
"""Object around which satellite will orbit"""
name: str
mass: float
satellite_list: list
... |
#!/usr/bin/env python
import os
import shutil
import sys
import subprocess
import json
import yaml
import inflect
from scaffold.custom_fields import *
from scaffold.modules.replace_string import replace_string, \
new_route_string, menu_string, js_src_string, test_script_string, conf_js_string
from scaffold.modules.erro... |
from enum import Enum
from threading import Lock
from exceptions import NoBlockException
from types import GeneratorType
class Action(Enum):
Bomb = 'BOMB'
Discard = 'DISCARD'
class Direction(Enum):
"""
Possible directions to move a block, plus dropping.
"""
Left = 'LEFT'
Ri... |
from __future__ import print_function
import sys
if sys.version_info < (2, 7):
import unittest2 as unittest
else:
import unittest
import inspect
import json
import os
import time
import tempfile
from textwrap import dedent
from . import resource_suite
from .. import test
from . import settings
from .. import ... |
r"""
Routines for displacing a molecular geometry by translation or
proper/improper rotation.
::
1
|
4
/ \
2 3
Example axes for displacements:
1. X1X4 stretch: :math:`r_{14}`
2. X1X4 torsion: :math:`r_{14}` (for motion of 2, 3)
3. X1X4X2 bend: :math:`r_{14} \times r... |
# Licensed under a 3-clause BSD style license - see LICENSE.rst
from __future__ import absolute_import, division, print_function, unicode_literals
import sys
import logging
import numpy as np
from collections import OrderedDict
import subprocess
from astropy.table import Table
from astropy.utils import lazyproperty
fro... |
# -*- coding: utf-8 -*-
"""
@file
@brief Defines a sphinx extension to give a title to a todo,
inspired from `todo.py <https://github.com/sphinx-doc/sphinx/blob/master/sphinx/ext/todo.py>`_.
"""
import os
from docutils import nodes
from docutils.parsers.rst import directives
from docutils.frontend import Values
import... |
#!/usr/bin/env python3
#
# 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 ... |
from skdecide.builders.discrete_optimization.generic_tools.graph_api import Graph
from skdecide.builders.discrete_optimization.rcpsp.rcpsp_model import RCPSPSolution, RCPSPModel, RCPSPModelCalendar
from typing import List, Union
import matplotlib.pyplot as plt
from copy import deepcopy
import numpy as np
from shapely.g... |
# Copyright 2016 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 agree... |
# Lint as: python3
# Copyright 2019 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 ... |
"""
author: <NAME> & <NAME>
Implementation of the climate data-utils for our training framework (i.e. on
synthetic SDE data).
This is mainly a copy of the data_utils.py file from the official implementation
of GRU-ODE-Bayes: https://github.com/edebrouwer/gru_ode_bayes.
"""
import torch
import pandas as pd
import num... |
import torch
import torch.nn as nn
import torch.nn.functional as F
from torch.nn.utils.rnn import pack_padded_sequence, pad_packed_sequence
from collections import defaultdict
from torch.autograd import Variable
from .tacotron_layers import LinearNorm, Prenet, Attention, get_mask_from_lengths, Postnet
import math
impor... |
#!/usr/bin/env python3
# coding=utf-8
"""
@author: guoyanfeng
@software: PyCharm
@time: 2020/3/1 上午12:00
"""
from typing import (Dict, List, MutableMapping, Optional, Union)
import aelog
from aiomysql.sa import exc
# noinspection PyProtectedMember
from aiomysql.sa.connection import _distill_params, noop
# noinspecti... |
"""
Created on Sat Dec 30 14:54:23 2017
@author: <NAME>
Contains functions for embedding a text watermark into a host image
and extracting the watermark from a watermarked image
"""
import numpy as np
import cv2
import pywt
import projutils
def lsb_embed(wmText, hostImage):
"""Embeds a watermark text into a hos... |
"""Parser utils."""
import os
import re
from io import StringIO
from pathlib import Path
from itertools import zip_longest
import numpy as np
import pandas as pd
import chardet
_COLUMN_LENGTH = 13
IGNORE_SECTIONS = ['ARITHMETIC', 'COPY', 'MULTIPLY',
'RPTISOL', 'RPTPROPS', 'RPTREGS',
... |
import os
import pickle
import re
from abc import ABCMeta, abstractproperty
from itertools import chain
from numbers import Number
from types import MethodType
from typing import Dict, Generator, Iterable, List, Optional, Tuple, Union
from typing_extensions import Literal
from urllib.request import urlretrieve
from odi... |
# Import kivy tools
from kivy.app import App
from kivy.uix.boxlayout import BoxLayout
from kivy.uix.gridlayout import GridLayout
from kivy.uix.recycleboxlayout import RecycleBoxLayout
from kivy.uix.label import Label
from kivy.uix.button import Button
from kivy.uix.checkbox import CheckBox
from kivy.uix.spinner import ... |
# The piwheels project
# Copyright (c) 2017 <NAME> <https://github.com/bennuttall>
# Copyright (c) 2017 <NAME> <<EMAIL>>
#
# 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 ... |
import datetime
import os
import warnings
from hashlib import md5
from time import sleep
from typing import Tuple, Dict, Optional, TYPE_CHECKING, List
from urllib.parse import urlparse
import psycopg3
import sqlalchemy as sa
from sqlalchemy import text, Index
from airflow import AirflowException
from airflow.hooks.pos... |
from __future__ import division
import numpy as np
import tensorflow as tf
''' This file aims to solve the end to end communication problem in Rayleigh fading channel '''
''' The condition of channel GAN is the encoding and information h '''
''' We should compare with baseline that equalizor of Rayleigh fading'''
def ... |
import logging
import numpy as np
import bz2
import gzip
from numpy.random import RandomState
from ..base.constants import MAX_SEED
from ..base.utilities import rename
from ..database.models import Interaction
from ..database.utilities import (
full_training_network, training_interactions,
interactome_interac... |
#!/usr/bin/env python3
from test_framework.authproxy import AuthServiceProxy, JSONRPCException
import os
import random
import sys
import time
import subprocess
import shutil
from decimal import *
from pdb import set_trace
ELEMENTSPATH=""
BITCOINPATH=""
if len(sys.argv) == 2:
ELEMENTSPATH=sys.argv[0]
BITCOINPA... |
# ------------------------------------------------------------------------------
# Copyright (c) Microsoft
# Licensed under the MIT License.
# Written by <NAME> (<EMAIL>)
# ------------------------------------------------------------------------------
from __future__ import absolute_import
from __future__ import divis... |
#!/usr/bin/env python3
#
# This script checks for updates to zcashd's dependencies.
#
# The SOURCE_ROOT constant specifies the location of the zcashd codebase to
# check, and the GITHUB_API_* constants specify a personal access token for the
# GitHub API, which need not have any special privileges.
#
# All dependencies... |
import copy
import numpy as np
from numpy import random
class NumberArray:
# Define the Number array
ints = []
# Define the number of array entries
n = 0
# Create std class methods
def __init__(self, setup) -> None:
if isinstance(setup, np.ndarray):
self.ints = setup
... |
#!/usr/bin/env python
#
# This file is part of snmpsim software.
#
# Copyright (c) 2010-2018, <NAME> <<EMAIL>>
# License: http://snmplabs.com/snmpsim/license.html
#
# SNMP Simulator MIB to data file converter
#
import getopt
import sys
import os
import time
import socket
import struct
import bisect
import traceback
tr... |
from asyncio import TimeoutError
import json
import discord
from discord.ext import commands
from discord import Member, Role
from sql.sql import sql_cur, sql_con
from messages import track
''' -----Permission offsets----- '''
# Note: each permission has a corresponding 'deny' flag at <code>+1, e.g.
# 'deny_interact... |
"""Tools for running experiments with Garage."""
import collections
import datetime
import enum
import functools
import gc
import inspect
import json
import os
import pathlib
import subprocess
import warnings
import weakref
import dateutil.tz
import dowel
from dowel import logger
import numpy as np
import __main__ as... |
import datetime
import io
import json
import logging
from django.conf import settings
from django.contrib import messages
from django.http import Http404
from django.shortcuts import redirect
from django.template.loader import render_to_string
from django.urls import reverse
from django.utils.decorators import method_... |
import csv
import glob
import gensim
import nltk
import numpy as np
from typing import Dict, List, TextIO
from sklearn.preprocessing import OrdinalEncoder
from sklearn.utils import shuffle
from collections import Counter
import json
# nltk.download('punkt')
# When calling the function the user must decide if he/she w... |
# -*- coding: utf-8 -*-
from __future__ import unicode_literals
import re
import os
import json
import shutil
import tempfile
import subprocess
import itertools
import operator
import click
__all__ = ['check', 'parse_dep']
# https://github.com/davglass/license-checker#custom-format
LICENSE_CHECKER_FORMAT_KEYS = [... |
# Copyright 2017 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... |
from inferelator_prior.processor.gtf import GTF_GENENAME, GTF_CHROMOSOME, SEQ_START, SEQ_STOP
from inferelator_prior.motifs.motif_scan import MotifScan
from inferelator_prior.motifs import INFO_COL, MOTIF_COL, LEN_COL, SCAN_SCORE_COL, MOTIF_NAME_COL, SCORE_PER_BASE
import pandas as pd
import numpy as np
import pathos.... |
# Author: <NAME>
# Current Revision: 3.0
# Revision 1 - May 2, 2021 - First draft
# Revision 2 - May 4, 2021 - Added Swapfile
# Revision 2.1 - May 7, 2021 - Added Tkinter install when Tkinter does not exist in the device
# - Added print colors
# Revision 2.2 - May 12, 2021 - Added folder template creation for jet... |
# Create your views here.
import json
import logging
from os import path
from django.core.files.storage import default_storage
from django.http import HttpResponse, HttpResponseNotFound, HttpResponseBadRequest, HttpResponseNotAllowed, JsonResponse
from kawalc1 import settings
from django.views.static import serve as ... |
import datetime
from starlette.testclient import TestClient
import main
from ..utilities import sample_data_utility
client = TestClient(main.app)
def test_read_financing_statement_with_root_object_details():
fin_stmt = sample_data_utility.create_test_financing_statement(type_code='SA', years=5)
rv = cli... |
"""
Kafka Admin client: create, view, alter, delete topics and resources.
"""
from ..cimpl import (KafkaException, # noqa
_AdminClientImpl,
NewTopic,
NewPartitions,
CONFIG_SOURCE_UNKNOWN_CONFIG,
CONFIG_SOURCE_DYNAMI... |
import numpy as np
import torch
import logging
import sys
import os
from datetime import datetime
import copy
import argparse
import tensorboardX
from tensorboardX import SummaryWriter
import shutil
import pickle
import pandas as pd
import joblib
import yaml
import random
def seed_all(seed=None):
"""Set seed for ... |
"Functions specific to GenX outputs"
from itertools import product
import logging
from pathlib import Path
from typing import Dict
import pandas as pd
from powergenome.external_data import (
load_policy_scenarios,
load_demand_segments,
load_user_genx_settings,
)
from powergenome.load_profiles import make_... |
# -*- coding: utf-8 -*-
"""
flask_dialogflow.integrations.actions_on_google
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
The integration conversation class for the Actions-on-Google integration.
:copyright: (c) 2018 ONSEI GmbH
:license: Proprietary
"""
import json
from datetime import datetime, tim... |
"""Module for constructing RNN Cells."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import collections
import math
from tensorflow.contrib.compiler import jit
from tensorflow.contrib.layers.python.layers import layers
from tensorflow.contrib.rnn.python... |
'''
Module containing functions for managing cache structures
.. autosummary::
:nosignatures:
cached_property
cached_method
hash_mutable
hash_readable
make_serializer
make_unserializer
DictFiniteCapacity
SerializedDict
.. codeauthor:: <NAME> <<EMAIL>>
'''
from __future__ import division
... |
import sys
import os
import argparse
import random
from config import device, modify_K
from util import *
from prednet_mo import PredNetMO
from calc import *
from spo import getopt_spo
from torch.optim import Adam, SGD, RMSprop, Adagrad, Adadelta, Adamax
import torch.nn as nn
from tqdm import tqdm
from synthesize impor... |
#!/usr/bin/env python
'''
This QR detection algorithm is intended to be used in the ROS environment on UTD's autonomous vehicle project, project Como.
The project is helmed by students <NAME> and <NAME> under Dr. <NAME>.
This particular script subscribes to a ROS node containing an Image.
The QR code is detected with... |
#encoding: utf-8
"""
feedback.py -- Feedback figure showing phase-code retrieval due to single cues
Created by <NAME> on 2010-10-12.
Copyright (c) 2009-2011 Johns Hopkins University. All rights reserved.
This software is provided AS IS under the terms of the Open Source MIT License.
See http://www.opensource.org/li... |
'''
File taken from <NAME>'s github, 2020-12-9. Credit for
original development goes to <NAME>. Modifications made
by <NAME>.
'''
import numpy as np
import math
import pickle
from scipy.io import readsav
def get_sigma(oom,nlev):
sigma=np.empty([nlev])*0.0
if oom==0:
stp=1.0/(nlev+1.)
sigma[nl... |
from __future__ import unicode_literals
import glob
import json
import os
import re
import sys
import time
import traceback
from builtins import open
from time import sleep
from tqdm import tqdm
from . import secret
from .browser import Browser
from .exceptions import RetryException
from .fetch import fetch_caption
... |
# -*- coding: utf-8 -*-
### Insert Current Path
import os, sys, inspect
cmd_folder = os.path.realpath(os.path.abspath(os.path.split(inspect.getfile(inspect.currentframe()))[0]))
cmd_folder+="/"
if cmd_folder not in sys.path:
sys.path.insert(0, cmd_folder)
###
from PIL import Image
import skimage.io
import matplotl... |
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import io
import json
import os
import shutil
import numpy as np
from PIL import Image
import tensorflow as tf
tf1 = tf.compat.v1
__metaclass__ = type
DECODERS = {
'png': {'decoder': tf1.image.decode_pn... |
import multiprocessing as mp
from pathlib import Path
import numpy as np
import pyregion
import yaml
from astropy.io import fits
from astropy.wcs import WCS
from numpy.core.defchararray import array
from scipy.stats import sem
import src.calculate_magnetic_fields
import src.helper as helper
import src.math_functions ... |
"""
geodata.py: contains functions to process geodata
@author: <NAME>, <NAME>
"""
import os
import osr
import glob
import gdal
import numpy as np
import pandas as pd
import rasterio
from rasterio.plot import show
import matplotlib.pyplot as plt
import matplotlib as mpl
from matplotlib import colors
import matplotlib.p... |
# Copyright 2021-2022 NVIDIA Corporation
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to ... |
"""
pdb_eda multiple structure analysis mode command-line interface
Analyzes multiple pdb entries.
Usage:
pdb_eda multiple -h | --help
pdb_eda multiple <pdbid-file> <out-result-file> [--params=<params-file>] [--out-format=<format>] [--testing] [--time-out=<seconds>] [--silent]
pdb_eda multiple <in-result... |
# ##### BEGIN GPL LICENSE BLOCK #####
#
# This program is free software; you can redistribute it and/or
# modify it under the terms of the GNU General Public License
# as published by the Free Software Foundation; either version 2
# of the License, or (at your option) any later version.
#
# This program is distrib... |
# vim: expandtab:ts=4:sw=4
from __future__ import absolute_import
import numpy as np
from sklearn.utils.linear_assignment_ import linear_assignment
import EKF
import pdb
from mbest_ilp import new_m_best_sol
from multiprocessing import Pool
from functools import partial
#from mbest_ilp import m_best_sol as new_m_best_so... |
from __future__ import annotations
import logging
import operator
import sys
from abc import ABC, abstractmethod
from functools import reduce
from itertools import zip_longest
from pathlib import Path
from typing import Optional, Union
import freqtrade.vendor.qtpylib.indicators as qta
from freqtrade.strategy import C... |
#!/usr/bin/env python
from __future__ import print_function
import os
from os.path import splitext, join, isfile, isdir, basename
import argparse
import numpy as np
# from scipy import misc, ndimage
import tensorflow.keras.backend as K
from tensorflow.keras.models import model_from_json, load_model
import tensorflow as... |
# -*- coding: utf-8 -*-
# ---
# jupyter:
# jupytext:
# formats: ipynb,py:light
# text_representation:
# extension: .py
# format_name: light
# format_version: '1.5'
# jupytext_version: 1.6.0
# kernelspec:
# display_name: Python 3
# language: python
# name: python3
# ---
#... |
from collections import OrderedDict
import torch
from torch import nn
import torch.nn.functional as F
from torchvision.ops import MultiScaleRoIAlign
from torchvision.ops import boxes as box_ops
from lib.misc.rpn import AnchorGenerator, RPNHead, RegionProposalNetwork
from lib.misc.transform import GeneralizedRCNNTrans... |
#!/usr/bin/env python
"""This module accesses several airtable 'views' that contain records that need some additional processing."""
import re
import time
import requests
from bs4 import BeautifulSoup
from cloudinary import uploader
from common import airtab_intakes as airtab
from common import cloudinary, dc, wrap_... |
import os
import sys
import numpy as np
import statistics as stats
from astropy.io import fits
from sklearn.neighbors import NearestNeighbors
from matplotlib.collections import PatchCollection
import matplotlib.pyplot as plt
import matplotlib as mpl
def plot_Bins(Bins,x_min,x_max,y_min,y_max,StN_Target,fil... |
import os
import matplotlib.widgets as widgets
import matplotlib.pyplot as plt
import numpy as np
import easygui
import shutil
from PIL import Image
from tkinter import Tk, filedialog
from Utility.AnalyzeOutputUI import setupOptionsUI
def longestContinuousLengthPerLine(whitePixelsDict):
longestContinuousLengthPer... |
#!/usr/bin/python
# Copyright (C) 2012 Ion Torrent Systems, Inc. All Rights Reserved
__version__ = filter(str.isdigit, "$Revision$")
import os
import sys
import ConfigParser
import StringIO
import datetime
import shutil
import socket
import subprocess
import time
import traceback
import json
import ion
sys.path.appe... |
from osgeo import gdal
import math
import matplotlib.pyplot as plt
import numpy as np
import os
from osgeo import gdal_array
import pandas as pd
import uuid
import warnings
from .pipesegment import PipeSegment, LoadSegment, MergeSegment
class Image:
def __init__(self, data, name='image', metadata={}):
se... |
# schema.py
# Copyright (C) 2012 the ColanderAlchemy authors and contributors
# <see AUTHORS file>
#
# This module is part of ColanderAlchemy and is released under
# the MIT License: http://www.opensource.org/licenses/mit-license.php
import logging
import itertools
import colander
from colander import (Mapping,
... |
# -*- coding: utf-8 -*-
# vim: tabstop=4 shiftwidth=4 softtabstop=4
#
# Copyright (C) 2015-2018 GEM Foundation
#
# OpenQuake is free software: you can redistribute it and/or modify it
# under the terms of the GNU Affero General Public License as published
# by the Free Software Foundation, either version 3 of the Licen... |
"""
Copyright (c) 2020, salesforce.com, inc.
All rights reserved.
SPDX-License-Identifier: BSD-3-Clause
For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
BRIDGE Text-to-SQL model (Lin et. al. 2020).
Highlights:
1. BRIDGE is a Seeq2Seq fram... |
import collections
import datetime
import functools
import getpass
import gzip
import os
import psutil
import re
import shutil
import stat
import tarfile
import time
from functools import partial
import click
from . import artefact
from . import datomic
from . import log
from . import notifications
from . import pseu... |
import anndata
import pandas as pd
import xarray as xr
import numpy as np
from pybedtools import BedTool
import dask
import re
import warnings
import pathlib
import glob
from .utilities import highly_variable_methylation_feature, calculate_posterior_mc_frac
from ..plot.qc_plots import cutoff_vs_cell_remain, plot_disper... |
# pytorchを使ったVAEの実装
# ae_torchとは使用方法が異なる. その内統一したい
# class VAEについて, 余分に思えるメソッドがあるがこれは継承することを考慮して書いている
import numpy as np
import os
import matplotlib.pyplot as plt
import json
import torch
import torch.nn as nn
import torch.nn.functional as F
import torch.optim as optim
from torch.autograd import Variable... |
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
# Copyright © 2018 <NAME>
""" Container class for optical usage information
.. Created on Thu Jan 25 11:01:04 2018
.. codeauthor: <NAME>
"""
import math
import numpy as np
from rayoptics.parax.firstorder import compute_first_order, list_parax_trace
from rayoptics.raytr... |
import importlib
import logging
import os
import random
import numpy as np
from glob import glob
from colorama import Style, Fore
from profane.config_option import ConfigOption
from profane.exceptions import PipelineConstructionError, InvalidConfigError, InvalidModuleError
from profane.frozendict import FrozenDict
im... |
#https://github.com/arita37/mlmodels/blob/dev/mlmodels/model_gluon/gluonts_model.py
# -*- coding: utf-8 -*-
#### New version
new = True
"""
Advanded GlutonTS models
"""
import os, copy
import pandas as pd, numpy as np
import importlib
import math
import matplotlib.pyplot as plt
from pathlib import Path
import jso... |
# -*- coding: utf-8 -*-
import os
import json
from collections import OrderedDict
import itertools
import requests
from datetime import date
from io import StringIO
import django_rq
import pysolr
from django.core.management.base import BaseCommand, CommandError
from django.core.mail import EmailMultiAlternatives
fr... |
"""Utility functions for ray computation."""
import math
import numpy as np
from scipy.spatial.transform import Rotation as R
import box_utils
import torch
def apply_batched_transformations(inputs, transformations):
"""Batched transformation of inputs.
Args:
inputs: List of [R, S, 3]
transfor... |
from gmspython import *
from Production import pr_static
import gams_production
class inv_dynamic(gmspython):
def __init__(self,nt=None,pickle_path=None,work_folder=None,gs_v='gs_v1',pw='pricewedge',gs_vals={},kwargs_ns={},kwargs_st = {},**kwargs_gs):
databases = None if nt is None else [nt.database.copy()]
super... |
#!/usr/bin/env python3
""" preprocess.py
Authors: <NAME>, <NAME>
Wrapper functions for preprocessing idats and soft files, and functions to
prepare data and valid sheet files for R analysis.
Prepares SOFT data for by-GSM input to MetaSRA-pipeline, and runs the
pipeline.
Functions:
... |
'''
Warning: this module requires Python 3.2 or higher
This is a set of classes to represent what I have most commonly needed when working on
dozens (eukaryotic) or hundreds (prokaryotic) of annotation projects. If you have
other attributes that you'd like to see supported, please add an 'issue' on the
biocode GitHub... |
import jax.numpy as jnp
from jax import grad, vmap, hessian
from jax.config import config
config.update("jax_enable_x64", True)
# numpy
import numpy as onp
from numpy import random
import argparse
import logging
import datetime
from time import time
import os
# solving -grad(a*grad u) + alpha u^m = f
def get_parse... |
"""channelmgnt.py - Sopel Channel Management Plugin."""
import re
import time
from MirahezeBots_jsonparser import jsonparser as jp
from sopel import formatting
from sopel.config.types import StaticSection, ValidatedAttribute
from sopel.plugin import (
OP, commands, event, example, priority, require_admin, requir... |
#!/usr/bin/env python3
import argparse
import array
import asyncio as aio
import base64
import itertools
import logging
import random
import statistics
from abc import ABCMeta, abstractmethod
from asyncio import DatagramTransport, Lock, StreamReader, StreamWriter, Task
from types import TracebackType
from typing import... |
#!/usr/bin/env python3
import sys
import os
import re
import json
import merger
import datetime
import pathlib
class Object:
pass
class GrowingList( list ):
def __getitem__( self, index ):
if index >= len(self):
self.extend( [0] * ( index + 1 - len( self ) ) )
return list.__getite... |
from typing import Optional, AsyncGenerator
import mimetypes
import shutil
import json
from stat import S_ISDIR
from pathlib import Path
import aiofiles
from aiofiles.os import stat as aio_stat
from asgi_webdav.constants import (
DAVPath,
DAVDepth,
DAVPropertyIdentity,
DAVPropertyPatches,
DAVProp... |
##############################################################################
# Copyright 2017-2018 Rigetti Computing
#
# 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... |
import argparse
import datetime as dt
import gzip
import os
import pickle
from random import shuffle
import sys
from typing import IO, List, Optional, Tuple, cast
import colorama
from joblib import Parallel, delayed
import numpy as np
from numpy.linalg import inv, lstsq, solve
import pandas as pd
from phillips_ouliari... |
# -*- coding: utf-8 -*-
"""
.. _ex_comp:
Example: Comparison to other methods
========================================
We are training and testing both MRC and CMRC methods with
a variety of different settings and comparing their performance both
error-wise and time-wise to other usual classification methods.
We will... |
from threading import Thread
from itertools import chain
from socket import *
from datetime import datetime
from time import sleep, time, mktime
import codecs
import uuid
import requests
import hashlib
import random
import struct
import base64
import re
import os
import sys
requests.packages.urllib3.disable_warnings()... |
import torch
import torch.nn as nn
import torch.nn.functional as F
from torch.autograd import Variable
from net.utils.graph import Graph
class Model(nn.Module):
def __init__(self, in_channels, num_class, graph_args,
edge_importance_weighting, **kwargs):
super().__init__()
self.... |
# build CNN model
import os
import sys
import datetime
import logging
import logging.handlers as handlers
import json
import numpy as np
import tensorflow as tf
physical_devices = tf.config.list_physical_devices('GPU')
tf.config.experimental.set_memory_growth(physical_devices[0], enable=True)
tf.keras.backend.set_float... |
"""Rotation-based Outlier Detector (ROD)"""
# Author: <NAME> <<EMAIL>>
# License: BSD 2 clause
from __future__ import division, print_function
import multiprocessing
from itertools import combinations as com
from multiprocessing import Pool
import numba
import numpy as np
from sklearn.preprocessing import MinMaxScaler... |
# Python implementation of the C4.5 Algorithm
# Uses Pandas dataFrames for managing the dataset
# and can be run by running the main in this file
'''
based on:
https://github.com/ddivad195/PyC4.5
no
'''
import pandas as pd
import numpy as np
import random as rnd
import Node
import InputOutput as rg
from time ... |
from collections import defaultdict
import inspect
import warnings
from dataclasses import dataclass, field, fields
from typing import Callable, List, Dict, Union
import re
import json
import os
import numpy as np
from sklearn.metrics import accuracy_score, precision_recall_fscore_support
from torch import negative
f... |
import os
import time
import subprocess
import numpy as np
import fitsio
from pyrecon.multigrid import OriginalMultiGridReconstruction, MultiGridReconstruction
from pyrecon.utils import distance, MemoryMonitor
def get_random_catalog(size=100000, boxsize=1000., seed=None):
rng = np.random.RandomState(seed=seed)
... |
# importing packages
import math
import numpy as np
import pandas as pd
import scipy.stats as stats
import sklearn
import imblearn
import matplotlib.pyplot as plt
import seaborn as sns
plt.style.use('ggplot')
from imblearn.over_sampling import RandomOverSampler
from sklearn.model_selection import train_test_split
from... |
"""
Class for interfacing with the Primesense Carmine RGBD sensor
Author: <NAME>
"""
import copy
import logging
import numpy as np
import os
from .constants import MM_TO_METERS, INTR_EXTENSION
try:
from primesense import openni2
except:
logging.warning('Unable to import openni2 driver. Python-only Primesense d... |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
import pandas as pd
from datetime import datetime, timedelta
import numpy as np
from scipy.stats import pearsonr
import matplotlib.font_manager as fm
import netCDF4 as nc
from netCDF4 import Dataset
import os
from pyproj import Proj
import ast
#----------------------------... |
import numpy as np
import matplotlib.pyplot as plt
class Gridworld():
def __init__(self, width, height, start):
# start --> tuple of integers defining agent's start position
self.width = width
self.height = height
# the coodinates of the start position
self.i = start[0]
self.j = start[1]
def set(... |
# Copyright (C) 2017 <NAME>
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distribute... |
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