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"""
This module provide a Mixin class `WorkspaceBuildingMixin` to build a workspace
"""
import torch
from torch import Tensor
from torch import IntTensor
from torch import FloatTensor
from torch import BoolTensor
import warnings
import transformers
from typing import List, Dict
from .beamsearch_utils import BeamHypoth... |
"""
Utility script for calculating the log loss and some useful plots
"""
import sys
import matplotlib.pyplot as plt
import numpy as np
import seaborn as sns
from sklearn.metrics import confusion_matrix
from snmachine import snclassifier
def plot_confusion_matrix(y_true, y_pred, title, target_names, normalize=Fals... |
#!/usr/bin/env python
# encoding: utf-8
# <NAME>, 2006-2015 (ita)
"""
Build as batches.
Instead of compiling object files one by one, c/c++ compilers are often able to compile at once:
cc -c ../file1.c ../file2.c ../file3.c
Files are output on the directory where the compiler is called, and dependencies are more dif... |
import tensorflow as tf
import keras.layers as kl
from keras import backend as K
import numpy as np
import gym
from gym_puyopuyo.env import register, ENV_PARAMS
from gym_puyopuyo.env.versus import PuyoPuyoVersusEnv
FLAGS = None
class BaseAgent(object):
def __init__(self, session, envs):
self.session = se... |
"""
Copyright (c) 2020 COTOBA DESIGN, Inc.
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, modify, merge, publish, distri... |
#!/usr/bin/python3
import gzip
import random
import traceback
import xml.dom.minidom as MD
from urllib.parse import urljoin
from urllib.error import HTTPError
from time import timezone as curr_tz
from datetime import datetime, date, time, timedelta
from util import *
class TVChannel:
def __init__(self, element, ... |
#/usr/bin/env python
# -*- coding: utf-8 -*-
# Written by <NAME> on 2018/09/20
# So far, this file works best for English and Chinese.
import sys, re
from nltk.stem import PorterStemmer, WordNetLemmatizer
# The English punctuations are from: https://keras.io/preprocessing/text/
English_PUNCTUATIONS = '''
!"#$%&\'()*+... |
import xlwings as xw
from common import translate_numbers_to_words
from json import load as json_load
#TODO: move to data file
policy_dic = {
"数据产品名称": "",
"规则名称": "",
"规则内容": "",
"字段名": "",
"运算符": "",
"规则变量阈值": 0,
"func_str": ""
}
# TODO: move to data file
personal_data = ... |
# -*- coding: utf-8 -*-
from __future__ import absolute_import
import logging
import time
import redis
from ...utils import s, d
class EventStore(object):
def __init__(self):
pass
def add(self, event, pk, ts=None):
raise NotImplementedError
def replay(self, event, ts=0, end_ts=None, ... |
import io
from csv import DictReader
from datetime import date
from enum import Enum
from typing import Dict, List
import dateutil.parser
import graphene
from django.db import models, transaction
from graphene_file_upload.scalars import Upload
from atlas.constants import FIELD_MODEL_MAP
from atlas.models import Chang... |
#!/usr/bin/env python
import argparse
import random
import json
import sys
with open('/usr/share/dict/words') as f:
words = f.read().splitlines()
def random_array_element():
return random.choice(['123', 'true', 'false', 'null', '3.1415', '"foo"'])
def random_word():
return random.choice(words)
def p... |
# Copyright 2015 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 a... |
from argparse import ArgumentParser, ArgumentTypeError
from itertools import product
from random import shuffle
from time import sleep
from typing import List
from src.constants import *
from src.cards import Card
from src.deck import Deck
from src.player import Player
def check_snap(desk_pile: Deck, players: List[P... |
from cas2vec_helper import *
import tensorflow as tf
import numpy as np
def _build_counter_sequence(events, bins):
"""
Builds a counter sequence for specified series of events based on given
bins (originally called slices)
:param events: The series of events
:param bins: The bins (slices)
:re... |
#!/usr/bin/env python3
# Copyright 2019 <NAME>
#
# 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 agre... |
#! python3
# coding: utf-8
# youtube-dl downloader is used to download youtube_dl and patch it to work in Pythonista.
# Replace function came from http://stackoverflow.com/questions/39086/search-and-replace-a-line-in-a-file-in-python
# Download file was adapted from Python file downloader (https://gist.github.com/89edf... |
import random
import string
import matplotlib.pyplot as plt
import matplotlib.ticker as ticker
plt.style.use('bmh')
class BasicBurger():
def __init__(self, patties=1, bun=True):
self.patties = patties
self.bun = bun
self.food_type = "Basic Burger"
self.topping = None
class Chees... |
import sys
import os
from manager.zip_manager import load_dependencies
from manager.s3_manager import download_from_s3, upload_to_s3_repo_sofr
download_path = "/tmp/data-collector-repo-sofr-app.zip"
s3_path = "s3://eternity02.deployment/lambda/data-collector-repo-sofr-app/deployment/data-collector-repo-sofr-app.zip"
d... |
import numpy as np
import json
import os
import collections
import re
import sys
sys.path.append("procgen")
import gym
import sagemaker
import boto3
from rollout import default_policy_agent_mapping, keep_going, DefaultMapping, RolloutSaver
from ray.rllib.policy.sample_batch import DEFAULT_POLICY_ID
from ray.rllib.env... |
#file contains all of the methods of our api that interact with documentdb
#the methods include creating, getting, deleting and updating the metadata documents
import pydocumentdb.document_client as document_client
import verify_oauth
import datetime
from datetime import timedelta
from static.app_keys import db_client,... |
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Sun Jun 24 07:53:02 2018
@author: mohamed
"""
# =============================================================================
# This library could be imported via:
# from k5descendants import Zigzag as Z
# ================================================... |
# -*- coding: utf-8 -*-
#########################################################################
# Initial software
# Copyright <NAME>, <NAME>, <NAME>, <NAME>, 2018, v1.0
# This software is distributed under the terms of the License MIT
#########################################################################
from __f... |
from __future__ import (absolute_import, division, print_function,
unicode_literals)
import six
import nose.tools
from nose.tools import assert_raises
from numpy.testing import assert_almost_equal
import numpy as np
import matplotlib
import matplotlib.pyplot as plt
import matplotlib.ticker as m... |
import numpy as np
import pandas as pd
import sklearn
import gc
import statsmodels.api as sm
import statsmodels.formula.api as smf
import sklearn.decomposition
from sklearn.cluster import KMeans, AgglomerativeClustering
def transform_to_percentile(dataframe):
'''
Apparently this is properly called the spearma... |
import math
import torch
import torch.nn as nn
from torch.nn.functional import normalize
import torch.nn.functional as F
import numpy as np
class Swish(nn.Module):
def forward(self,x):
return x*x.sigmoid()
def FCtanh(chin, chout, zero_bias=False, orthogonal_init=False):
return nn.Sequential(Linear(chi... |
#! /urs/bin/env python
from __future__ import division
import click
import os
from HTSeq import GFF_Reader
import pandas as pd
import sys
INTERGENIC_INF = ['-', '-', '-', '-', '-', '-', '-', 'intergenic']
LNC_ORDER = ['divergent', 'sense_intronic',
'other_sense_overlap', 'antisense', 'interg... |
import cv2
import numpy as np
from enum import Enum
import matplotlib.pyplot as plt
class Direction(Enum):
left = 0
right = 1
up = 2
down = 3
data = 4
class MRFStereo():
def __init__(self, smoothness_args, LABELS=16, init='ours'):
self.size_of_labels = None
self.LABELS = LABE... |
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt
from lab.src.data_utils import latexify
sns.set_palette("muted")
distance_ndpf = 'distance ($d_{\mathrm{NDPF}}$)'
def plot_by_outcome(main, outcomes, x_label=""):
main['repTeX'] = main.representation.apply(latexify)
pt = pd.pivot_tab... |
# -*- coding: utf-8 -*-
"""
Tencent is pleased to support the open source community by making 蓝鲸智云PaaS平台社区版 (BlueKing PaaS Community
Edition) available.
Copyright (C) 2017-2021 THL A29 Limited, a Tencent company. All rights reserved.
Licensed under the MIT License (the "License"); you may not use this file except in co... |
from .entity import Entity
from .vector import Vector
from .pickup import PickupType
from .sandbox import builtins
from .color import Color3
from .event import Event, EventType
from .util import *
from .path import Path
from .game_config import GameConfig as gc
from .enemy_type import EnemyType
from functools import p... |
"""
Reference: http://tcd.miovision.com/challenge/dataset/
"""
import numpy as np
f = open("res_test_resnet.csv", "r")
results = []
for line in f.readlines():
results.append(line.strip().split(","))
r1 = np.array(results)
f = open("src/MIO-TCD-Localization/MIO-TCD-Localization/gt_test.csv", "r")
gt = []
for line... |
import glob
import sys
import os
import xml.etree.ElementTree as ET
from lxml import etree
import cv2
import csv
import pathlib
import random
# importing sibiling package
sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from models.Core.config import Config
# Generate a dataset
class Data... |
"""
@file Easy937-ReorderDataInLogFiles.py
"""
example_input_logs = [
"dig1 8 1 5 1",
"let1 art can",
"dig2 3 6",
"let2 own kit dig",
"let3 art zero"]
example_output = [
"let1 art can",
"let3 art zero",
"let2 own kit dig",
"dig1 8 1 5 1",
"dig2 3 6"]
from functools import total... |
import re
import subprocess
from typing import Tuple
import urllib3
import demistomock as demisto # noqa: F401
from CommonServerPython import * # noqa: F401
# disable insecure warnings
urllib3.disable_warnings()
# ---------- CONSTANTS ---------- #
FLOAT_RE = r'\d+\.\d+'
INT_RE = r'\d+'
BYTES_RE = r'\d+ bytes'
... |
class Node:
def __init__(self, value):
self.value = value
self.next = None
def __repr__(self):
if(self.next==None):
return f'{self.value}'
return f'{self.value} -> {self.next}'
class LinkedList:
def __init__(self):
self.head = None
self.tail = No... |
# Import the required libraries
# Import matplotlib for plotting
import matplotlib.pyplot as plt
# Import numpy for array functions
import numpy as np
# Import random to make random array
import random as rand
# Import imageio to make the gif
import imageio
# Global variable for tracking swaps
swaps = 0
# ... |
import io
import json
from collections import defaultdict
import os
import pandas as pd
import sqlite3
import torch
from torch.utils.data import Dataset
class Corpus():
def __init__(self, pre_init_corpus=None):
'''
'''
if pre_init_corpus:
if isinstance(pre_init_corpus, dict):
... |
"""
Copyright (c) 2018 iCyP
Released under the MIT license
https://opensource.org/licenses/mit-license.php
"""
import bpy
import bmesh
import re
from math import sqrt, pow
from mathutils import Vector
from collections import deque
class Bones_rename(bpy.types.Operator):
bl_idname = "vrm.bones_rename"
bl_label ... |
#!/usr/bin/env python3
# Copyright 2018 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 applicab... |
# encoding: utf-8
"""
@author: <NAME>
@contact: <EMAIL>
@version: 1.0
@file: dependency_t2t_reader
@time: 2020/12/17 10:47
@desc:
"""
from typing import List, Dict
import torch
import warnings
from random import randint
from parser.data.base_bert_dataset import BaseDataset
from parser.utils.logger import get_logg... |
import time
import pylint.epylint as linter
import tempfile
import logging
import regex as re
import os
import subprocess
import random
logger = logging.getLogger(__name__)
def parse(issues_str):
if len(issues_str) == 0:
return []
items = issues_str.split('\n')[1:-1]
issues = []
for item in i... |
# Copyright 2020 <NAME>
#
# 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, modify, merge, publish, distribute, subl... |
"""
Moon Rover Driver
"""
# source: (limited access)
# https://gitlab.com/scheducation/srcp2-competitors/-/wikis/Documentation/API/Simulation_API
# Excavator Arm and Bucket
# excavator_n/bucket_info
# excavator_n/mount_joint_controller/command
# excavator_n/basearm_joint_controller/command
# excavator_n/dista... |
import base64
import six
import lxml.etree as etree
from .header import Header
from .namespaces import NAMESPACE, SOAP_ENV, WIN_SHELL
def create_shell_payload(env=None, cwd=None):
""" Create the XML payload to create a new shell.
Parameters
----------
env : dict or None
Key/value pairs for... |
# Copyright (c) 2021 The Toltec Contributors
# SPDX-License-Identifier: MIT
from os import path
import unittest
from tempfile import TemporaryDirectory
import subprocess
def filter_index_entry(index_entry):
return "\n".join(
item
for item in index_entry.split("\n")
if not (item.startswith... |
# Import ROS2 libraries
from interactive_map_tester.pointGroup import PointsGroup
import rclpy
from rclpy.node import Node
from cv_bridge import CvBridge, CvBridgeError
from rclpy.qos import QoSProfile
from rclpy.executors import MultiThreadedExecutor
# Import message files
from sensor_msgs.msg import Image
from nav_m... |
import coord_math
import random
from collections import Counter,defaultdict
import tempfile
import heapq
import math
import time
from exploring_agent import PriorityQueue
def disc(coord):
x,y = coord
x = int(x)#int(round((x-2)/5))*5+2
y = int(y)#int(round((y-2)/5))*5+2
return x,y
STATIC_BLOCKED = "B"
... |
import sys
from PyQt5.QtCore import QThread, QEvent, QPoint, pyqtSignal, QTimer
from PyQt5.QtGui import QIcon, QPixmap, QKeyEvent, QTransform, QImage, QCursor
from PyQt5.QtWidgets import QMainWindow, QApplication, QWidget, QPushButton, QLabel, QDesktopWidget, QLayout, \
QHBoxLayout, QVBoxLayout, QStyle
from scrip... |
from typing import Tuple, List
import bpy
import mathutils
import random
import math
import numpy as np
class BlenderObject:
"""A superclass with utility functions for blender objects for use in more specific subclasses"""
def __init__(self, name: str) -> None:
self.name = name
def get_loc(self)... |
import os
import sys
import logging
import torch
import torch.cuda.amp as amp
import torch.distributed as dist
sys.path.append(os.path.join(os.path.abspath(os.path.dirname(__file__)), '..', '..'))
from torchkit.util.utils import AverageMeter, Timer
from torchkit.util.utils import adjust_learning_rate, warm_up_lr
from ... |
from future.utils import iteritems
from datetime import datetime
import re
import requests
import redis
import zipfile
import json
from io import BytesIO
from requests.exceptions import ConnectionError, HTTPError, Timeout
def get_lotw_users(**kwargs):
"""Download the latest offical list of `ARRL Logbook of the Wo... |
import numpy as np
import emcee
import csv
import math
import corner
from numpy.lib.function_base import cov
from covariance import state_vector_covariance_matrix
from sgp4propagator import SGP4
'''
The structure of this script is from this Jupyter notebook:
https://github.com/aerospaceresearch/orbitdeterminator/blo... |
import argparse
import itertools
import os
import signal
import time
from contextlib import contextmanager
from tqdm import tqdm
import pandas as pd
import requests
from nltk.corpus import wordnet
class TimeoutException(Exception):
pass
@contextmanager
def time_limit(seconds):
def signal_handler(signum, fra... |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
A demonstration of evoMPS by simulation of quench dynamics
for the transverse Ising model.
@author: <NAME>
"""
from __future__ import absolute_import, division, print_function
import scipy as sp
import scipy.linalg as la
import matplotlib.pyplot as plt
import evoMPS.... |
'''
LED event manager
Wires events to handlers
'''
import gevent
class LEDEventManager:
processEventObj = gevent.event.Event()
events = {}
eventEffects = {}
eventThread = None
def __init__(self, strip, config):
self.strip = strip
self.config = config
# hold
self.... |
from configparser import ConfigParser, NoOptionError
import abc
from pathlib import Path
from typing import Any, Dict, List, Optional
import requests
import os
from src.logger import color_green, log, log_cyan, log_red
import json
from src.utils import HEADERS, KATTIS_RC_URL, MAP_TEMPLATE_TO_PLANG, PLanguage
class Co... |
from flask import Flask, redirect, render_template, request, session, jsonify
from db.AnnouncementsController import AnnouncementsController
from db.HoursController import HoursController
from db.LinksController import LinksController
app = Flask(
__name__,
template_folder="web/templates",
static_folder="we... |
import asyncio
from datetime import datetime
from functools import wraps
from urllib.parse import parse_qs
import aiohttp
import bcrypt
from sanic import Blueprint, response
from sqlalchemy import func
from sanic.response import json
from dash import app, env
from dash.crypto import Crypto
from dash.data.moderator imp... |
#!/usr/bin/python
# -*- coding: utf-8 -*-
# (c) 2018, <NAME> <<EMAIL>>
# GNU General Public License v3.0+ (see COPYING or https://www.gnu.org/licenses/gpl-3.0.txt)
from __future__ import absolute_import, division, print_function
__metaclass__ = type
ANSIBLE_METADATA = {
'metadata_version': '1.1',
'status': ['... |
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Mon Sep 3 09:03:47 2018
@author: christinakronser
Database to be found: https://drive.google.com/file/d/1KHmasvJFN4AWuflgicGeqvInMmNkKkio/view?usp=sharing
"""
import numpy as np
import sqlite3
import statsmodels.api as sm
import pandas as pd
def multico... |
"""
Copyright 2021 Cognitive Scale, 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
https://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or ag... |
# -*- coding: utf-8 -*-
"""Utilities module
"""
import os
from typing import Any, Callable, Iterable, List, Optional, Set
from operator import itemgetter
import numpy as np
import pandas as pd
from fastprogress import master_bar
from .config import DTYPE
from .consts import LABEL, QID, EID, CID, FEATURES, PROXIMITIES
f... |
"""A natural language medical domain parsing library.
"""
__author__ = '<NAME>'
from typing import Optional
from dataclasses import dataclass, field
from enum import Enum, auto
import sys
import logging
from io import TextIOBase
import re
from pprint import pprint
from pathlib import Path
import pandas as pd
from zen... |
# -*- coding: UTF-8 -*-
import os
import re
import sys
from random import randrange
from datetime import datetime
reload(sys)
sys.setdefaultencoding('utf-8')
SPLIT = '->'
TIME_SPLIT = '@'
TODO_HEADER = '- '
ARCHIVE_TITLE = 'new archive: '
files_obj = None
actions_obj = None
def todo_actions():
global actions_ob... |
# -*- coding: utf-8 -*-
import numpy as np
import skimage.data
import unittest
from numpy.testing import (assert_allclose, assert_array_equal,
assert_array_almost_equal)
from Sandbox.jpeg.jpeg import JpegCompressor
class TestImageFormatTransforms(unittest.TestCase):
"""Test conversion... |
from IPython.display import display, Markdown, Latex, HTML
import numpy as np
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt
from pathlib import Path
import _pickle as cPickle
def load(stage='raw', reapply=False, input_path='../Data', input_name='oasis3'):
"""[Returns the processed data... |
import pytest
from caspy import models
import testapp.models
from testapp import factories, fixtures
pytestmark = pytest.mark.django_db()
class TestClosureTable:
treemgr = testapp.models.Thing.tree
pathmgr = testapp.models.ThingPath.objects
def test_path_str(self):
path = testapp.models.ThingPat... |
import sys
import ee
import os
from sql2gee import SQL2GEE
from sql2gee.utils.jsonSql import JsonSql
# Quick hack, if using a local mac, assume you can initialise using the below...
if sys.platform == 'darwin':
ee.Initialize()
else:
EE_ACCOUNT = os.environ['EE_ACCOUNT']
EE_PRIVATE_KEY_FILE = 'privatekey.j... |
"""
diff.py
Copyright 2008 <NAME>
This file is part of w3af, http://w3af.org/ .
w3af 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 version 2 of the License.
w3af is distributed in the hope that it will be use... |
# Copyright (c) 2018, INRIA
# Copyright (c) 2018, University of Lille
# All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are met:
#
# * Redistributions of source code must retain the above copyright notice, t... |
import time
import keras
import numpy as np
from keras.layers import Concatenate
from keras.models import load_model
from keras_preprocessing.text import text_to_word_sequence, one_hot
from sklearn.model_selection import train_test_split
import os
import re
from sklearn.utils import shuffle
def validate(x_left, x_... |
#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
# Copyright 2014 California Institute of Technology. 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 th... |
#coding:utf-8
from __future__ import absolute_import, division
import math
import torch
import torch.nn as nn
import torch.nn.functional as F
class SemGraphConv(nn.Module):
"""
Semantic graph convolution layer
"""
def __init__(self, in_features, out_features, adj, bias=True):
super(SemGraphC... |
from copy import copy
from typing import TYPE_CHECKING, List, Optional, Tuple
from pypika import Table
from pypika.terms import Criterion
from tortoise.exceptions import OperationalError
from tortoise.fields.relational import BackwardFKRelation, ManyToManyFieldInstance, RelationalField
if TYPE_CHECKING: # pragma: n... |
import pandas as pd
import torch
import json
import os
import argparse
import random
import pickle
import itertools
import data
import data_config
import train_code_adv
import train_adae
import train_code_base
import train_coral
import train_dae
import train_vae
import train_ae
import train_code_mmd
import train_dsn
i... |
import sys
import random
import pgzrun
from pgzero.builtins import *
from read_image import LevelImage
WIDTH = 1400
HEIGHT = 1000
class Podlaha(Actor):
def __init__(self, x):
super().__init__("prekazka", pos=(x*50, 500))
class Prekazka(Actor):
def step(self):
self.x -= 5
class Blok(Prek... |
"""
Author: <NAME>
Created: 19/02/2021 3:38 PM
"""
import pandas as pd
import os
import numpy as np
from Storylines.check_storyline import get_acceptable_events, get_past_event_frequency
from Climate_Shocks import climate_shocks_env
from Storylines.storyline_params import month_fchange, month_len, prev_month, irrig_... |
import gym
import time
import random
import threading
import numpy as np
import os
import pandas as pd
from learning_tools.A3C_learner.constants import *
import warnings
from oscar.env.envs.general_learning_env import GeneralLearningEnv
brain = None # brain is global in A3C
NUM_ACTIONS = 0
frames = 0
class Agent:... |
# -*- coding: utf-8 -*-
"""
SSVEP experiment module
"""
import time
from threading import Lock
from psychopy import visual
import numpy as np
from analysis import CCAAnalysis
SCORE_TH = .1
class CheckerBoard:
"""Flickering radial checkerboard stimulation"""
def __init__(self, window, size, position, n_frame... |
# -*- coding: utf-8 -*-
# A Shovel-Truck Simulator Minimal (Deterministic) - for checking failures-repairs times of trucks
# Python Ver. 2.7.13
# salabim Ver. 2.2.9
__author__ = 'panagiotou'
#
import salabim as sim
#
# INPUT DATA SECTION
# General
RND_NUM_STREAM = 12345 # random number stream
WARMUP_TIME =... |
import csv
import logging
import typing as t
from collections import defaultdict
import discord
from discord.ext import commands
from bot.bot import Bot
from bot.constants import Categories, Channels, Emojis, Roles
log = logging.getLogger(__name__)
MAX_CHANNELS = 50
CATEGORY_NAME = "Code Jam"
TEAM_LEADERS_COLOUR = ... |
from typing import List, Dict
import numpy as np
import pandas as pd
import joblib
import seaborn as sns
import matplotlib.pyplot as plt
from matplotlib.gridspec import GridSpec
from goatools.goea.go_enrichment_ns import GOEnrichmentStudyNS
import larval_gonad.plotting
from larval_gonad.gene_ontology import (
run... |
import prodigy
from multiprocessing import Process
from time import sleep
import atexit
from pathlib import Path
from prodigy.components import printers
from prodigy.components.loaders import get_stream
from prodigy.core import recipe, recipe_args
from prodigy.util import TASK_HASH_ATTR, log
from datetime import datet... |
import re
from sqlalchemy.orm import Session
from flask_login import current_user
from components.pagination import get_page, POSTS_PAGE_LENGTH, TOPICS_PAGE_LENGTH
from models.user_model import User
from models.topic_model import Topic
from models.category_model import Category
from models.post_model import Post
cl... |
from django import forms
from django.core.exceptions import ValidationError
from django.contrib.auth.forms import UserCreationForm
from django.utils.translation import ugettext_lazy as _
from django.contrib.auth.tokens import default_token_generator
from kiosk.bot import slack_SendMsg
from django.contrib.sites.shortcu... |
# -*- coding: UTF-8 -*-
# File: sessinit.py
# Author: <NAME> <<EMAIL>>
import os
from abc import abstractmethod, ABCMeta
from collections import defaultdict
import re
import numpy as np
import tensorflow as tf
import six
from ..utils import logger, EXTRA_SAVE_VARS_KEY
from .common import get_op_var_name
from .varmani... |
import torch
import torch.nn as nn
import torch.nn.utils.spectral_norm as SpectralNorm
from utils.network_utils import *
from networks.architectures.base_modules import *
def ref_pad(conv, pad):
return nn.Sequential(nn.ReflectionPad2d(pad), conv)
class ResBlock(nn.Module):
def __init__(self, ic, oc, use_sn, norm_ty... |
import pandas as pd
import numpy as np
import lightgbm as lgb
import xgboost as xgb
from sklearn.model_selection import train_test_split
from sklearn.preprocessing import OneHotEncoder
from sklearn.model_selection import KFold, RepeatedKFold
from scipy import sparse
# 显示所有列
pd.set_option('display.max_columns', None)
... |
#!/usr/bin/env python3
import argparse
import json
import os
import sys
from functools import reduce
from typing import Set, List, Any
import yaml
from tools.codegen.selective_build.selector import (
combine_selective_builders,
SelectiveBuilder,
)
from tools.lite_interpreter.gen_selected_mobile_ops_header impo... |
import itertools
import gzip
import numpy as np
import os
import struct
import sys
import tqdm
from features import bulk_extract_features
import go
from sgf_wrapper import replay_sgf
import utils
# Number of data points to store in a chunk on disk
CHUNK_SIZE = 4096
CHUNK_HEADER_FORMAT = "iii?"
CHUNK_HEADER_SIZE = str... |
from __future__ import print_function
import os
import time
import re
import sys
# Java openBIS imports
from ch.systemsx.cisd.openbis.generic.shared.api.v1.dto import SearchCriteria
#############################################################################
#
# The ETL environment setup.
#
########################... |
import re
import math
from objc_util import load_framework, ObjCClass, ObjCInstance, create_objc_class, on_main_thread, CGRect
import ui
import editor
from pprint import pprint
load_framework('ARKit')
load_framework('SceneKit')
UIColor = ObjCClass('UIColor')
ARSCNView = ObjCClass('ARSCNView')
ARWorldTrackingConfigu... |
import os
from io import StringIO
from pathlib import Path
from unittest.mock import MagicMock, Mock, patch
import pytest
from pydantic import ValidationError
from cumulusci.utils import temporary_dir
from cumulusci.utils.yaml.cumulusci_yml import (
GitHubSourceModel,
_validate_files,
_validate_url,
c... |
# =============================================================================
# Authors: PAR Government
# Organization: DARPA
#
# Copyright (c) 2016 PAR Government
# All rights reserved.
# ==============================================================================
import numpy
import cv2
import random
from maskge... |
#Test Script 2
'''
Test Script made to:
-create databin from csv
-read pickled bins
-create dataset based on specific features to extract
-manipulate data to be inserted into LDA
This Script should be separated into a data preprocessing script
and another script should be written for the training of o... |
import numpy as np
import os
import csv
import matplotlib.pyplot as plt
import cv2
import os.path as osp
from hdn.core.config import cfg
def plotPOT(im_root, res_root, anno_root, plot_root,tracker):
for i in range(1, 31):
for j in range(1,8):
seq_name_prefix = "V%02d"%i
seq_name = "V... |
from typing import Any
import numbers
import dynet as dy
from xnmt import batchers, param_collections
from xnmt.modelparts import bridges, transforms, scorers
from xnmt.transducers import recurrent
from xnmt.persistence import serializable_init, Serializable, bare, Ref
class Decoder(object):
"""
A template class... |
# encoding: utf-8
"""
Step implementations for graphical object (shape) related features
"""
from __future__ import absolute_import, print_function, unicode_literals
import hashlib
from behave import given, then, when
from docx import Document
from docx.enum.shape import WD_INLINE_SHAPE
from docx.parts.document im... |
# coding: utf-8
from __future__ import division
from __future__ import print_function
from __future__ import absolute_import
from __future__ import unicode_literals
import numpy as np
from scipy import stats
SEED = 42
def assert_clean_rescale(rescale):
assert rescale > 0, f"rescale should be > 0 {rescale} found... |
# -*- coding: utf-8 -*-
"""
Evaluation metrics
Author: <NAME>
Copyright (c) 2020 - The Alan Turing Institute
License: See the LICENSE file.
----------
https://github.com/alan-turing-institute/TCPDBench/blob/master/analysis/scripts/metrics.py
"""
def true_positives(T, X, margin=5):
"""Compute true positives wi... |
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