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#!/usr/bin/python3
import sys
import numpy as np
import scipy.special
class BezierSpline:
def __init__(self, control_points):
self.control_points = control_points
self.calculate_coefficients()
def calculate_coefficients(self):
self.coefficients = np.zeros(self.control_points.shape)
... |
# -*- coding: utf-8 -*-
#
# Copyright (c) 2019, doudoudzj
# All rights reserved.
#
# InPanel is distributed under the terms of the (new) BSD License.
# The full license can be found in 'LICENSE'.
'''Module for FTP'''
import os
from ftplib import FTP
class FTPClient():
'''FTP Module'''
def __init__(self, ho... |
# author:Nushrat
#given a world meterological union subregion, parse the grdc stations data
import os
import glob
import shutil
import numpy as np
import pandas as pd
from io import BytesIO
from zipfile import ZipFile
import matplotlib.pyplot as plt
from matplotlib import animation
from urllib.request i... |
#%%
# =============================================================================
# Dependencies
# =============================================================================
# Get the dependencies
from re import I
import cdsapi
import datetime as dt
import os.path
import cordex as cx
import xarray as xr
import nu... |
import os
import sys
import argparse
import glob
import re
from PIL import Image
from decimal import Decimal, getcontext, FloatOperation, ROUND_HALF_UP
getcontext().traps[FloatOperation] = True
def create_parser():
parser = argparse.ArgumentParser()
parser.add_argument(
"source",
type=str,
... |
"""
Testing routine.
Usage:
test.py <version>
test.py (classification|ner) <version>
test.py (-h | --help)
test.py --version
Options:
<version> The version of the dataset to use, the model produced will also be in the same dir.
-h --help Show this screen.
--version Show version.
"""
import o... |
import kivy
from kivy.app import App
from kivy.logger import Logger
from kivy.uix.image import Image
from kivy.uix.button import Button
from kivy.clock import Clock
from kivy.uix.floatlayout import FloatLayout
from kivy.factory import Factory
from kivy.uix.popup import Popup
from kivy.properties import ObjectProperty,... |
import discord, feedparser, ast, datetime
from discord.ext import commands, tasks
class FeedModule(commands.Cog):
def __init__(self, bot):
self.bot = bot
self.feedPush.start()
@tasks.loop(minutes=5)
async def feedPush(self):
await self.mmfeed()
async def mmfeed(self):
... |
#The MIT License
#
#Copyright (c) 2017 DYNI machine learning & bioacoustics team - Univ. Toulon
#
#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 limitatio... |
from django.db import models
from django.utils.translation import ugettext_lazy as _
from simple_history.models import HistoricalRecords
CURRENT_HOUSING_CHOICES = [
("Omistusasunto", "Omistusasunto"),
("Vuokra-asunto", "Vuokra-asunto"),
("Asumisoikeusasunto", "Asumisoikeusasunto"),
("Muu", "Muu"),
]
H... |
# coding: utf-8
"""
.. module:: albator_utils.commons
Commons functions to help with the Api runtime
"""
__author__ = "<NAME>"
# standard
import os
import logzero
from typing import Dict
import json
import asyncio
import pathlib
from pprint import pprint
import zipfile
# installed
import uvloop
import aioredis
from r... |
import re
from more_itertools import flatten
import pandas as pd
import numpy as np
def originHandle():
with open("./renmin.txt", "r") as inp, open("./renmin2.txt", "w") as outp:
for line in inp.readlines():
line = line.split(" ")
i = 1
while i < len(line) - 1:
... |
# Copyright 2019 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, ... |
# # # #
# ipfw.py
# # University of Illinois/NCSA Open Source License
# Copyright (c) 2015 Information Trust Institute
# All rights reserved.
#
# Developed by:
#
# Information Trust Institute
# University of Illinois
# http://www.iti.illinois.edu
#
# Permission is hereby granted, free of charge, to any person obtaining... |
def read_lines():
with open('doc.txt', 'r') as f:
text = f.read()
lines = text.splitlines(keepends=True)
# print(lines)
return lines
def join(strs: list):
return ''.join(strs)
def new_long_str(s: str):
return "\'\'\'{0}\'\'\'".format(s)
def new_region(region_name: str, ... |
import streamlit as st
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
import plotly.graph_objects as go
from plotly.subplots import make_subplots
def growth_scatter(df):
fig=go.Figure()
fig.add_trace(go.Scatter(x=df.index, y=df["Confirmed"],
... |
import paraview.simple as pvs
from paraview import coprocessing as cp
#
# ParaView Catalyst pipeline for visualising global winds in 3D using
# lon lat rad coordinates. Creates a rendered image of the slice, and
# stores it as an image file in png format.
#
# A list of available filters and writers can be foun... |
# SPDX-FileCopyrightText: 2022 geisserml <<EMAIL>>
# SPDX-License-Identifier: Apache-2.0 OR BSD-3-Clause
import io
import pytest
import logging
import contextlib
import pypdfium2 as pdfium
from ..conftest import TestFiles
@pytest.fixture
def toc_doc():
doc = pdfium.PdfDocument(TestFiles.toc)
yield doc
do... |
from re import finditer, escape, DOTALL
from re import sub
from mythril.annotary.codeparser import find_matching_closed_bracket, get_newlinetype
class Rewriting:
def __init__(self, gname, text, pos, line, col):
self.text = text
self.pos = pos
self.line = line
self.col = col
... |
import os
import re
def generate_level0_title_segments(input_path, output_path):
'''
this file take whole manual labeled resumes from dir path given and convert into segment like
basic_info.txt
education.txt
extra.txt
experience.txt
skills.txt
projects.txt
... |
'''
Use this file to initialise data used for unittesting different modules.
The unittests will be run by doctest
'''
# data for curate module
def create_seqinfo():
return
def create_reproin_test_strings():
strings = [
'anat-localizer',
'anat-AAHScout',
'anat-Localizer-aligned',
'anat-T1w'... |
# Referenced:
# https://stackoverflow.com/a/8577226/11039508
# https://stackoverflow.com/a/2257449/11039508
import os
import tempfile
import subprocess
from sandbox import Sandbox
import string
import random
import time
import requests
# Handles running the code in the specified language
# Returns the output from r... |
import numpy as np
import pandas as pd
from pandas import DataFrame, Series
import random
import time
import math
import datetime as dt
import random
import copy
from datetime import datetime
from time import mktime
import os
import json
from functools import cmp_to_key
from itertools import groupby
import matplotlib.p... |
import sys
import torch
import torch.nn as nn
from torch.autograd import Function
class WildcatPool2dFunction(Function):
"""
Wildcat paper: <NAME>, <NAME>, <NAME>, and <NAME> (2017),
“WILDCAT: Weakly Supervised Learning of Deep ConvNets for
Image Classification, Pointwise... |
import os
import pandas as pd
import warnings
warnings.filterwarnings("ignore")
import calmap # for making GitHub-style calendar plots of time-series
import matplotlib.pyplot as plt
from pandas.plotting import register_matplotlib_converters # Plot using Pandas datatime objects
register_matplotlib_converters()
rc_fon... |
import pytest
from geocoding.slf.locparser import *
@pytest.mark.parametrize('ngsi_geom_type', [
None, '', 'geo:???', 'geo: ', 'geo: line' # note the space!
])
def test_lookup_parser_return_fail_parser_on_unknown_geom(ngsi_geom_type):
parser = lookup_parser(ngsi_geom_type)
assert parser is not None
... |
import json
import os
from pathlib import Path
from typing import List
import matplotlib.pyplot as plt
new_json_dir = Path("/home/mark/Data/NFT_Dataset/json")
media_dir = Path("/home/mark/Data/NFT_Dataset/media")
def cleanup_1():
"""
1. Keep filename only for media file paths.
2. Add id to each file.
... |
import util_functions
import gsheet_functions
def update_target_list():
import pandas as pd
from pycoingecko import CoinGeckoAPI
# 70 tokens from cryptobanter's youtube video
target_tokens_list = ['btc', 'eth', 'sol', 'ada', 'luna', 'dot', 'avax', 'matic', 'algo',
'ftm', 'un... |
# -*- coding: utf-8 -*-
"""
Romanization of Thai words based on machine-learnt engine ("thai2rom")
"""
import numpy as np
from keras.layers import Input
from keras.models import Model, load_model
from pythainlp.corpus import download, get_file
class ThaiTransliterator:
def __init__(self):
"""
Tran... |
from http.server import BaseHTTPRequestHandler, HTTPServer
from sqlalchemy import create_engine, inspect
from sqlalchemy.orm import sessionmaker
from database_setup import Restaurant, Base, MenuItem
import cgi
#HTTPRequestHandler to handle HTTP protocols and requests between the client and the server
class CustomHTTPR... |
from lib.cog import Cog
from lib.command import Command, command
from kodipydent import Kodi
import json
from lib.paste import pastebin
my_kodi = Kodi('192.168.1.123')
def get_activeplayer(): my_kodi.Player.GetActivePlayers()
def get_movies(): my_kodi.VideoLibrary.GetMovies()
def ctrl_play_pause(): my_kodi.Player.Play... |
import re
from django.db.models import Q
from Bio.Seq import Seq
from goldenbraid.settings import REBASE_FILE, MANDATORY_DOMEST_ENZYMES
def filter_feature_by_user_perms(query, user):
if user.is_staff:
return query
if user.is_authenticated():
query = query.filter(Q(featureperm__owner__userna... |
"""
*k*-mer profile distance library.
.. moduleauthor:: Leiden University Medical Center <<EMAIL>>
.. moduleauthor:: <NAME> <<EMAIL>>
.. moduleauthor:: <NAME> <<EMAIL>>
.. Licensed under the MIT license, see the LICENSE file.
"""
from __future__ import (absolute_import, division, print_function,
... |
'''
bytestring
==========
This module provides integer constants for power-of-two byte size units, and
functions for converting between ints and human-readable strings. E.g.:
bytestring.bytestring(5000000) -> '4.768 MiB'
bytestring.parsebytes('8.5gb') -> 9126805504
Commandline usage:
> bytestring number1 [number2 nu... |
# ---
# jupyter:
# jupytext:
# formats: ipynb,py:percent
# text_representation:
# extension: .py
# format_name: percent
# format_version: '1.3'
# jupytext_version: 1.13.7
# kernelspec:
# display_name: Python [conda env:gis_38]
# language: python
# name: conda-env-gis_38-p... |
from omegaconf import DictConfig, OmegaConf
from torch.utils.data import Dataset
import cv2
from hydra.utils import to_absolute_path
import os
import albumentations as A
import pandas as pd
from utils.utils import load_obj
import torch
import glob
from PIL import Image
import numpy as np
cv2.setNumThreads(0)
def get_... |
import datetime
import logging
import os
import pickle
import random
import re
from html import escape
from typing import Union, List
# noinspection PyPackageRequirements
from telegram import Message, User, Bot, Chat
# noinspection PyPackageRequirements
from telegram.error import BadRequest, TelegramError
from telegra... |
# Copyright 2020 <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 agreed to in writing, software... |
from typing import Dict, List
from google.cloud import aiplatform
import numpy as np
import pandas as pd
from elasticsearch import Elasticsearch
from elasticsearch import helpers
import json
import time
from tensorflow.keras.preprocessing.text import Tokenizer
from tensorflow.keras.preprocessing.sequence impor... |
from numpy import mintypecode
import utils
import torch
import train_ as train
import pyro
import layers
import torch.nn.functional as F
import numpy as np
class GraphEnv:
def __init__(self, dataset, k_hops = 1, cuda = True):
A, features, labels, _, _, _ = utils.load_data(dataset)
saved_model, id... |
import os
#os.environ['CUDA_VISIBLE_DEVICES'] = "0"
import argparse
import datasets
import experiments
from experiments import *
parser = argparse.ArgumentParser()
parser.add_argument('--experiment_index', type=int, required=True)
parser.add_argument('--host_filesystem', type=str, required=True)
parser.add_argument(... |
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Tue Jan 28 09:27:06 2020
@author: thotran
"""
#'LDLR', 'APOB', 'PCSK9'
import dash_core_components as dcc
import dash_html_components as html
DEFAULT_VARIANTS = {'breast cancer': {'chrom': 13, 'mut_type': 'Insertion', 'gene': 'BRCA2',
... |
# -*- coding: utf-8 -*-
"""
Tencent is pleased to support the open source community by making BK-BASE 蓝鲸基础平台 available.
Copyright (C) 2021 THL A29 Limited, a Tencent company. All rights reserved.
BK-BASE 蓝鲸基础平台 is licensed under the MIT License.
License for BK-BASE 蓝鲸基础平台:
---------------------------------------------... |
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
import os
import csv
import hashlib
from typing import ContextManager
import srt
import pandas
import functools
from pydub import AudioSegment
from datetime import datetime, timedelta
from pathlib import Path
from praatio import tgio
from .clean_transcript import clea... |
# -*- coding: utf-8 -*-
"""
Created on Mon Apr 11 09:11:51 2016
@author: tvzyl
"""
import numpy as np
import pandas as pd
from numpy import linalg as la
from numpy.linalg import det, inv
from scipy.stats import multivariate_normal, norm
from math import factorial
from numpy import ones, sum, ndarray, array, pi, dot,... |
from django.shortcuts import render
# Create your views here.
from django.contrib.messages.views import SuccessMessageMixin
from django.shortcuts import render,redirect
from django.views.generic import ListView, DetailView
from django.views.generic.edit import CreateView, UpdateView, DeleteView
from django.forms impor... |
"""Isolates rows of the coral reef as video feed goes on
This should be one of the drivers of the process
Consider running with a lower framerate
Hello, currently this script will :
-- Isolate and draw Pink Lines
-- Identify what kind of lines a pink line is (vertical vs horizontal)
-- Define what we want the increment... |
#!/usr/bin/env python3
import csv
from importlib import import_module
import logging
import os
import requests
import shutil
from urllib.parse import unquote as unquote
from .batch import *
from .transform import *
from .mapping import *
def create_lookup(path):
'''Create a lookup table for adding keywords to ... |
import requests
from bs4 import BeautifulSoup
from random import randint
import wikipedia
def showCmnds(user_name):
res = "Hi "+user_name+", I'm mochazbot. 🤖"
cmnds = [
"\n\n/start - Start the bot.😜",
"\n\n/psc - Shows 20 PSC ques & ans.📖",
"\n\n/compile\_lang\_code - Programming lan... |
"""
Unit tests for the msa_fun module
"""
import pytest
import numpy as np
from skbio import TabularMSA, Protein
import os
import sys
# PARENT = [os.path.join('..')]
# sys.path.extend(PARENT)
import msa_fun
from globalvars import AA_TABLE
class TestMakeNumMtx():
def test_ok_1(self):
aln = TabularMSA([Pr... |
# Copyright 2019, The TensorFlow Federated 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 applicable law o... |
# KVM-based Discoverable Cloudlet (KD-Cloudlet)
# Copyright (c) 2015 Carnegie Mellon University.
# All Rights Reserved.
#
# THIS SOFTWARE IS PROVIDED "AS IS," WITH NO WARRANTIES WHATSOEVER. CARNEGIE MELLON UNIVERSITY EXPRESSLY DISCLAIMS TO THE FULLEST EXTENT PERMITTEDBY LAW ALL EXPRESS, IMPLIED, AND STATUTORY WARRANT... |
import gevent
import logging
import random
import traceback
import ajenti
from ajenti.api import *
from ajenti.api.sensors import Sensor
from ajenti.ui.binder import CollectionAutoBinding
from ajenti.ui import on, UIElement, p
from ajenti.users import UserManager, PermissionProvider
from ajenti.plugins.main.api import... |
# Licensed under the Apache License, Version 2.0 (the "License"); you may
# not use this file except in compliance with the License. You may obtain
# a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under t... |
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
# Copyright 2012 <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 re... |
import random
import copy
from collections import namedtuple, deque
import numpy as np
import torch
device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
class OUNoise:
"""Ornstein-Uhlenbeck process."""
def __init__(self, size, seed, mu=0., theta=0.15, sigma=0.2):
"""Initialize par... |
"""
Hbond extension
Find all hydrogen bonds as determined by the cutoffs specified.
Uses PDB2PQR to determine donors and acceptors, and displays
all available bonds to file.
The original bonding parameters were an angle of 20.0,
distance of 3.30, and using the old method for calculating ... |
"""내부 코드에서 공용으로 사용되는 기능 클래스 모듈.
Classes:
CommonSent
DataFilter
DupItemCheck
KoreanSupport
"""
# 사용 라이브러리
import os
import pickle
import time
# 클래스 목록
class CommonSent:
"""자주 사용되는 관용구 묶음 클래스. 모든 함수는 staticmethod로, 클래스의 self를 선언하지 않는다.
Functions:
not_ok()
end_comment()
n... |
import datetime
from supra.Utils.Classes import Angle, Position, Trajectory, Supracenter
def strToBool(my_str):
return (my_str.lower() == 'true')
def tryFloat(statement):
try:
return float(statement)
except:
return None
def tryInt(statement):
try:
return int(statement)
... |
import json
import re
from collections import namedtuple
from functools import partial
from itertools import chain
from token import COMMENT, NAME, NEWLINE, STRING
from wordsegment import WORDS
from .websocket import register_handler
from .word_completer import is_prefix, wait_until_initialized
SpellingError = named... |
"""
<NAME> 01/2022
Utility Functions:
1. create_dir - create directory at the selected absolute path.
2. save_raster - save a numpy raster in GeoTiff format.
3. load_tiff - read GeoTiff raster ad a numpy array.
4. load_netcdf - read raster saved in NetCDF format.
Python Dependencies:
numpy: package for scientific ... |
from __future__ import print_function
import datetime
import ftplib
import sys
import time
class GetGBMData(object):
def __init__(self, trigger=None, daily=None):
self.ftp = ftplib.FTP('legacy.gsfc.nasa.gov', 'anonymous', '<EMAIL>')
if trigger is not None:
self._type = 'triggered'
... |
import os
import pathlib
from argparse import ArgumentParser, ArgumentDefaultsHelpFormatter
import shutil
import torch
import numpy as np
import scipy
from scipy.misc import imread
from scipy import linalg
from torch.autograd import Variable
from torch.nn.functional import adaptive_avg_pool2d
from inception import Inc... |
"""
"""
import os
import tensorflow as tf
import vdsr.dataset as dataset
import vdsr.model_vdsr as model_vdsr
def build_model():
"""
"""
FLAGS = tf.app.flags.FLAGS
# NOTE: placeholder as source sd images
sd_images = tf.placeholder(
shape=[None, None, None, 3],
dtype=tf.float32,
... |
from collections import defaultdict
from json import JSONEncoder
import logging
import hashlib
class Node(object):
APPENDIX = u'appendix'
INTERP = u'interp'
REGTEXT = u'regtext'
SUBPART = u'subpart'
EMPTYPART = u'emptypart'
INTERP_MARK = 'Interp'
def __init__(self, text='', children=[],... |
# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
# SPDX-License-Identifier: MIT-0
from airflow import DAG, settings, secrets
from airflow.operators.python_operator import PythonOperator, BranchPythonOperator
from airflow.operators.dummy_operator import DummyOperator
from airflow.contrib.operators.a... |
import time
import click
import numpy as np
from yahtzotron.agent import Yahtzotron
from yahtzotron.game import Scorecard
def play_interactive(model_path):
yzt = Yahtzotron(load_path=model_path)
def speak(msg, action=None):
click.echo("> ", nl=False)
time.sleep(0.2)
for char in msg... |
import numpy as np
import cv2
import networkx
import CVml
# ---------------------------------- Graph cut segmentation ----------------------------------
def build_bayes_graph(img, labels, sigma=10, kappa=2):
# build a graph on 4-connection components(pixels).
# front and back define on label - 1 - front, -1 -... |
import json
import random
from django.apps import apps
from rest_framework import status
from rest_framework.decorators import api_view
from rest_framework.response import Response
from django.http import JsonResponse
from datetime import datetime, date, timedelta
from .serializers import *
SERIALIZERS = {
'Turm... |
#!/usr/bin/env python
# encoding: utf-8
'''
Create shapefile from a CSV file with joining a column to the Landsat
WRS png file
<NAME>, Feb 5, 2014
'''
import logging
import matplotlib
matplotlib.use("AGG")
def cmap_discretize(cmap, N):
if type(cmap) == str:
cmap = matplotlib.cm.get_cmap(cmap)
import numpy as... |
#
# Copyright 2020 Two Sigma Open Source, LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agree... |
# coding: utf-8
#
# Copyright 2014 The Oppia 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 requi... |
"""
Miscellaneous matrix functions
"""
#*****************************************************************************
# Copyright (C) 2008 <NAME> <<EMAIL>>
#
# Distributed under the terms of the GNU General Public License (GPL)
#
# This code is distributed in the hope that it will be useful,
# but WITHOU... |
from django.shortcuts import render, redirect, get_object_or_404
from django.contrib.auth.decorators import login_required
from django.contrib.auth.models import User
from django.db.models import Sum
from django.contrib import messages
from django.utils import timezone
from .forms import *
from django.utils import tran... |
#
# derived from https://github.com/happyhorseskull/you-can-datamosh-on-linux
# MIT License
# Do what you will with this
#
import sys, os, subprocess, random
from argparse import ArgumentParser, ArgumentTypeError
import tempfile
def bail_on_notfile(path):
'''Validator for file existence for use in argparsing'''
... |
"""Parsers for TARIC envelope entities."""
import logging
import os
import time
import xml.etree.ElementTree as etree
from typing import Any
from typing import Mapping
from typing import Optional
from django.conf import settings
from django.contrib.auth import get_user_model
from django.core.exceptions import Validati... |
from django.core.exceptions import ImproperlyConfigured,PermissionDenied
from django.urls import reverse_lazy
from django.template.context_processors import csrf
from django.contrib.auth.models import User
from django.contrib.auth.mixins import LoginRequiredMixin
from django.contrib.auth.decorators import login_requir... |
""" This module implements omics-based simulation methods.
Author: <NAME>
"""
from __future__ import division
from framed.solvers import solver_instance
from framed.cobra.simulation import FBA, pFBA
from numpy import percentile
def gene2rxn(gpr, gene_exp, and_func=min, or_func=sum):
def f_and(x):
x2... |
"""
A collection of tools and functions for creating instances
from tiddlywebplugins packages providing an initial config
and optionally hosting pre-determined tiddlers, bags, and
recipes.
"""
import os
import sys
from time import time
from random import random
from pprint import pformat
from tiddlyweb.manage import... |
# -*- coding: utf-8 -*-
"""
Author : <NAME>
Copyright (c) 2018 <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, mo... |
from __future__ import absolute_import
from collections import deque, namedtuple
import warnings
import random
from typing import overload
import numpy as np
# [reference] https://github.com/matthiasplappert/keras-rl/blob/master/rl/memory.py
# This is to be understood as a transition: Given `state0`, performing `act... |
#%%
from style import plot_style, get_markers
from fitread import read_data, fit_thresholds, get_fit_func
import matplotlib.pyplot as plt
from matplotlib.lines import Line2D
from collections import defaultdict
import numpy as np
alpha=1
lw=1
def plot_sequential(
file_name,
ax0,
ax1,
latts=[],
pro... |
# Copyright 2021 cstsunfu. 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 agr... |
import numpy as np
import torch
from scipy.special import logsumexp
from spn.algorithms import Inference
from spn.algorithms.Inference import log_likelihood
from spn.algorithms.LearningWrappers import learn_parametric, learn_classifier
from spn.algorithms.TransformStructure import Copy
from spn.experiments.layers.laye... |
import pandas as pd
from sklearn.base import TransformerMixin, BaseEstimator
from pyadlml.dataset import TIME
def _tres_2_pd_res(res):
if _is_hour(res) or _is_sec(res):
return res
if _is_min(res):
return res[:-1] + 'min'
def _tres_2_discrete(resolution):
""" create resolution for one da... |
from pygaggle.qa.fid_reader import FidReader
from typing import List, Optional
from pathlib import Path
import logging
import json
import numpy as np
import subprocess
from pydantic import BaseModel
from .args import ArgumentParserBuilder, opt
from pygaggle.qa.base import Reader, Question, Context
from pygaggle.qa.dp... |
# Copyright 2021 <NAME>. 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 ag... |
"""Models which relate to the EMPI (JTRACE) database"""
from typing import Any, List
from sqlalchemy import (
Boolean,
Column,
Date,
DateTime,
ForeignKey,
Index,
Integer,
MetaData,
String,
)
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy.orm import Mapped, r... |
# -*- coding: utf-8 -*-
"""Utility functions for supporting time-series based outlier detection.
"""
import numpy as np
from sklearn.utils import check_array
# def get_sub_sequences(X, window_size, step=1):
# """Chop a univariate time series into sub sequences.
# Parameters
# ----------
# X : numpy ... |
from collections import defaultdict
from django.conf import settings
from django.contrib.auth.models import User
from django.core.paginator import Paginator
from django.db.models import Count, Prefetch
from django.db.models.query import QuerySet
from django.db.models.query_utils import Q
from django.http.response impo... |
# A Simon game for Circuit Playground Express
# Press button A or button B to start. Button B will include number correct
# after each round of play.
#
# A round in the game consists of the device lighting up one or more buttons
# in a random order, after which the player must reproduce that order by press... |
import sys, ssl, pika, ssl, uuid
from netaddr import IPNetwork
# <NAME> 29100317
def networkRun(canal, metodo, propiedades, cuerpo):
"""Function that runs network operations"""
cuerpoList = str(cuerpo).split(" ")
commandRecived = cuerpoList[0][2:]
print (commandRecived)
if commandRecived == makeNetC... |
from __future__ import division, print_function
import os
import numpy as np
import yaml
from visual_dynamics import envs
from visual_dynamics import policies
from visual_dynamics.utils.config import ConfigObject
from visual_dynamics.utils.rl_util import do_rollouts, discount_returns
class Algorithm(ConfigObject):... |
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
"""
A flavor is a string identifier that controls build configurations.
Options contained in a flavor can include `build_appliance` as well
as... |
from itertools import product
from random import randint
from io import BytesIO
import pathlib
import ui
import numpy as np
from PIL import Image as ImageP
from cpu import CPU
from cartridge import Rom
from bus import Bus
PATH = '../'
ROM = 'snake'
NES_PATH = pathlib.Path(PATH + ROM + '.nes')
init_img = ImageP.new(... |
# Copyright 2020 SmsTid AB.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, s... |
import collections
import sys
def make_clique(graph, nodes):
for v1 in nodes:
for v2 in nodes:
if v1 != v2:
graph[v1].add(v2)
def count_fillin(graph, nodes):
"""How many edges would be needed to make v a clique."""
count = 0
for v1 in nodes:
for v2 in nodes:... |
"""
Functions for combining Transformations
"""
# Lots of relative imports within functions here to avoid circular
# imports
from collections import defaultdict
import copy
import numpy as np
def get_highest_type(first, second):
"""
When combining two arbitrary transforms, the output will be of the same ... |
"""Utility functions."""
def get_ack_status(code):
"""Get ack status from code."""
ack_status = {0: "No", 1: "Yes"}
if code in ack_status:
return ack_status[code] + " (" + str(code) + ")"
return "Unknown ({})".format(str(code))
def get_event_status(code):
"""Get event status from code.... |
import youtube_dl
import os
import requests
from datetime import datetime, timedelta
from pytz import timezone
from pytz.reference import Eastern
def get_live_url(url=None):
if not url:
url = os.environ.get('EVENT_URL')
else:
url = url
print(url)
# ydl_opts = {}
ydl_opts = {
... |
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