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# To add a new cell, type '# #' # To add a new markdown cell, type '# # [markdown]' # # [markdown] # # 6.4 循环神经网络的从零开始实现 # # import time import math import numpy as np import torch from torch import nn, optim import torch.nn.functional as F import sys sys.path.append('././code') import d2lzh_pytorch as d2l device = ...
""" This module contains the basic transformer to traverse and change an AST as well as constants used during translation. Classes: Transformer -- Base class to modify ASTs. ProgramTransformer -- Class to rewrite parity constraints. Functions: str_location -- Turn a location into a string. Constants: g_aux_na...
import random import numpy as np import torch import torch.nn as nn import torch.nn.functional as F from ou_noise import OUNoise from replay_buffer import ReplayBuffer from utils import hard_update, soft_update import random from model import Actor, Critic def rand_from_seed(seed): random.seed(seed) retur...
import os import shutil import pytest import psutil import smartsim from smartsim import Experiment from smartsim.database import ( CobaltOrchestrator, SlurmOrchestrator, PBSOrchestrator, Orchestrator, LSFOrchestrator ) from smartsim.error.errors import SSUnsupportedError from smartsim.settings import ( ...
# Copyright 2020-2021 Huawei Technologies Co., Ltd # # 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...
from pycocotools.coco import COCO import sys, os from dataset.image_base import * class MuPoTS(Image_base): def __init__(self,train_flag=True, split='val', **kwargs): super(MuPoTS,self).__init__(train_flag) self.data_folder = os.path.join(self.data_folder,'MultiPersonTestSet/') self.split ...
#! /usr/bin/python3 # # @(!--#) @(#) rpass.py, version 003, 01-july-2020 # # verify and (optionally) change password on one or more Raritan PDUs # ############################################################################ DEBUG = False ############################################################################ i...
from ..visualize import plot from ..utils import use_gpu, seed, U from ..data_structures import DotDict import framework import os import shutil import sys from datetime import datetime import socket from typing import List, Callable, Optional, Any from .saver import Saver from .argument_parser import ArgumentParser im...
# @th3_protoCOL import os, re, csv, time, json, jsbeautifier, requests, zipfile, urllib from tqdm import tqdm from bs4 import BeautifulSoup from elasticsearch import Elasticsearch class EXT_Analyze(): def __init__(self, id): self.id = id ext_name = str(requests.get("https://chrome.google.com/webst...
#!/usr/bin/python import logging, pdb import cPickle, gzip import numpy import bisect from functools import wraps from collections import namedtuple LOG_LEVEL_CONSOLE = logging.INFO LOG_LEVEL_FILE = logging.DEBUG RESULTS_PATH="/v/rg/shental2/groupData/zahi/results/synthetic/" LOG_FILE = RESULTS_PATH + "ctwc__logger.l...
import pytest from model_mommy import mommy from rest_framework.test import APIClient from reqs.models import Agency, AgencyGroup, Policy, Requirement, Topic @pytest.mark.django_db @pytest.mark.parametrize('path,num_results', ( ('/topics/', 10), ('/topics/?name=0000000000', 1), ('/topics/?name=000000', 0...
import tkinter as tk from tkinter import * from tkinter import Message ,Text import cv2 import os import shutil import csv import numpy as np from PIL import Image, ImageTk import pandas as pd import datetime import time import tkinter.ttk as ttk import tkinter.font as font #from RegistrationPage import R...
import os import sys import webapp2 import json import jinja2 import datetime import logging from google.appengine.ext import db from google.appengine.api import memcache from google.appengine.api import users from webapp2_extras import sessions from google.appengine.api import mail template_dir = os.path.join(os.p...
import functools import os import sys import pandas as pd import torch from robustcode.models.modules.dgl.gcn import GCNNet from robustcode.models.modules.dgl.ggnn import GGNNNet from robustcode.models.modules.dgl.utransformer import GraphModel from robustcode.models.modules.dgl.utransformer import UGraphTransformer ...
# -*- coding: utf-8 -*- # # Copyright (c) 2020, <NAME> # All rights reserved. # # Licensed under the BSD 3-Clause License: # http://opensource.org/licenses/BSD-3-Clause # ''' Base classes for representing material objects. ''' import collections import importlib import re from typing import Dict, List, Optional, Se...
#!/usr/bin/env python """ A script to lint and test ProxyFS project code. """ from __future__ import print_function, unicode_literals from threading import Timer import os import argparse import functools import logging import platform import contextlib import subprocess import shutil import sys import tempfile impo...
import json import logging import os from argparse import Namespace from collections import defaultdict import click import seqeval.metrics import torch from torch.utils.data import DataLoader, RandomSampler from torch.utils.data.distributed import DistributedSampler from tqdm import tqdm from transformers import WEIG...
"""Some code is borrowed and adapted from: https://github.com/DM-Berger/unet-learn/blob/6dc108a9a6f49c6d6a50cd29d30eac4f7275582e/src/lightning/log.py https://github.com/fepegar/miccai-educational-challenge-2019/blob/master/visualization.py """ from pathlib import Path from typing import Any, List, Tuple, Union, Option...
import argparse import json import os import sqlite3 import tqdm class SQLiteHelper: create_pkg_table = ('''CREATE TABLE IF NOT EXISTS pkgs ( pid integer primary key autoincrement, pkg text, version text);''') cre...
import torch from torch import multiprocessing, cuda from torch.utils.data import DataLoader import torch.nn.functional as F from torch.backends import cudnn import numpy as np import importlib import os import voc12.dataloader from misc import torchutils, imutils import cv2 cudnn.enabled = True from step.gradCAM imp...
# Licensed under Apache License Version 2.0 - see LICENSE import pytest import iteration_utilities from iteration_utilities import Seen import helper_funcs as _hf from helper_cls import T def test_seen_new_None1(): # seenset=None is identical to no seenset assert Seen(None) == Seen() def test_seen_new_No...
# coding=utf-8 # Copyright 2021 The Trax 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 or a...
import numpy as np import matplotlib.pyplot as plt from joblib import Parallel, delayed from sklearn.model_selection import train_test_split as tt_split from sklearn.metrics import r2_score import warnings warnings.filterwarnings('ignore') # 计算方差 class squaredError: def __init__(self) -> None: pass ...
#!/usr/bin/env python # Author: <NAME> import sys import struct def calculatePressTemp(C, D1, D2): # Given C1-C6 and D1, D2, calculated TEMP and P # Do conversion first and then second order temp compensation dT = int(0) SENS = int(0) OFF = int(0) SENSi = int(0) OFFi = int(0) Ti = int(0) OFF2 = int(0) SENS...
# -*- coding: utf-8 -*- ################################################################################ # Copyright (c) 2017 McAfee LLC - All Rights Reserved. ################################################################################ from __future__ import absolute_import import json import logging import time ...
#!/usr/bin/env python3 import os import re import bs4 import logging import requests import urllib.parse try: import lxml PARSER = 'lxml' except: PARSER = 'html.parser' class LoginError(Exception): pass def ensure_login(func): def wrapper(self, *args): if not self._is_login: ...
from __future__ import absolute_import from __future__ import division from __future__ import print_function from keras.datasets import cifar10 from keras.preprocessing.image import ImageDataGenerator; '''for generating batches of tensor image with real-time data augmentation ''' from keras.models import Sequential fr...
import doctest import optparse import pytest try: import pathlib except ImportError: import pathlib2 as pathlib from flake8_rst.rst import RST_RE, apply_default_groupnames, apply_directive_specific_options, merge_by_group from flake8_rst.sourceblock import SourceBlock, _extract_roles from hypothesis import as...
import tensorflow as tf import numpy as np def cumprod(xs): """ Cumulative product of a tensor along first dimension. https://github.com/tensorflow/tensorflow/issues/813 """ values = tf.unpack(xs) out = [] prev = tf.ones_like(values[0]) for val in values: s = prev * val ...
### MDP Value Iteration and Policy Iteration ### Reference: https://web.stanford.edu/class/cs234/assignment1/index.html import numpy as np import sys np.set_printoptions(precision=3) """ For policy_evaluation, policy_improvement, policy_iteration and value_iteration, the parameters P, nS, nA, gamma are defined as fo...
# Copyright 2017-present, Facebook, Inc. # All rights reserved. # # This source code is licensed under the license found in the # LICENSE file in the root directory of this source tree. import argparse import json import random import shutil import sys import os import torch from torch.autograd import Variable import...
import os import re import torch import random import time import logging import argparse import subprocess import numpy as np from tqdm import tqdm, trange from collections import defaultdict from torch.utils.tensorboard import SummaryWriter from torch.utils.data import DataLoader, SequentialSampler from transformers....
#!/usr/bin/env python # # Copyright (C) 2018 The Android Open Source Project # # 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 req...
import itertools import re import sys import operator from collections import defaultdict, namedtuple from copy import copy from dataclasses import dataclass from enum import Enum from itertools import product from math import prod from queue import PriorityQueue from typing import List, Dict, Any, Tuple import aocd fr...
# -*- coding: utf-8 -*- '''qeez_stat.utils test module ''' import sys import string from random import SystemRandom import pytest from redis import StrictRedis from qeez_stats import utils from .config import CFG from .commons import get_redis, get_token def setup_module(module): from qeez_stats import utils...
from machine import UART from machine import RTC from machine import SPI from machine import Pin import time import sys import machine import pycom import _thread import utime import struct import binascii import read import os import utime import gc pycom.heartbeat(False) pycom.nvs_set('p0', 0) pycom.nvs_set('p1', 0)...
# -*- coding: utf-8 -*- import datetime, json, logging, os, pprint import django, sqlalchemy from disa_app import settings_app from disa_app import models_sqlalchemy as models_alch from disa_app.lib import person_common from django.conf import settings from django.core.urlresolvers import reverse from sqlalchemy impo...
import numpy as np from sklearn.base import RegressorMixin from sklearn.linear_model.base import LinearModel from sklearn.utils import check_X_y, check_array, as_float_array from sklearn.utils.validation import check_is_fitted from scipy.linalg import svd import warnings class BayesianLinearRegression(RegressorMixin...
from .models import App import random import os import shutil from ftplib import FTP import paramiko import sys import threading import zipfile import importlib def check_dir(account): #path = os.path.join(account.path, 'downloadfiles') #files = os.listdir(path) #files_copy = files.copy() #for f in files: # filt ...
import binascii import copy import logging import os import sys from collections import defaultdict import bsdiff4 from basefs import exceptions from basefs.utils import Candidate, issubdir logger = logging.getLogger('basefs.view') class ViewNode: def __str__(self, indent=''): ret = repr(self) + '\n' ...
import aiohttp import argparse import asyncio import configparser import os import re import sys import traceback folder = os.path.join(os.path.abspath(os.path.expanduser('~/')), '.termex') repo_name_pat = re.compile('/([^/]+).git$') def _normpath(x): return os.path.normpath(os.path.abspath(x)) def fetch_git(s...
#!/usr/bin/env python import os import numpy as np # from timeit import default_timer as timer import eigensystem from tools import cd, format_float from custom_parser import parse def optional_color(element, color): """Add optional color to the element""" return '{\\color{' + color + '}' + element + '}' if...
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved import torch import torch.nn as nn from torch import distributed as dist from torch.nn import functional as F from cvpods.layers import ShapeSpec from cvpods.structures import ImageList from cvpods.layers.batch_norm import NaiveSyncBatchNorm1d fro...
"""In this file, we analyze the contrast in the source space. - We apply the inverse operator to the covariances for different conditions. - We subtract the source estimates between the two conditions. - We average across subjects this contrast. For now, the inverse operator uses the empty room covariance. Inspired ...
import csv from card_kingdom import Card_kingdom import os from bcolors import info_print import requests import json import time ck_fields = { 'NAME': 'card name', 'SET': 'edition', 'FOIL': 'foil', 'COUNT': 'quantity', } fields = { 'ALTERED_ART': 'Altered Art', 'ARTIST_PROOF': 'Artist Proof', 'CARD_NUM...
""" Copyright (c) 2018 Intel 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 in writin...
# Copyright 2020 The Vertizee 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 or agreed to in ...
import re import matplotlib.pyplot as plt import numpy as np import pandas as pd from matplotlib.lines import Line2D from scipy.interpolate import interp1d from chempy import Substance import pathlib import time DF = pd.read_csv( '../data/aqueous_solubility_inorganic_temperatures.csv', index_col=0) DF_PHASE_CHAN...
"""PySunways interacts as a library to communicate with Sunways inverters""" import asyncio import httpx import concurrent from datetime import date import logging #import requests_async as requests from httpx import DigestAuth from requests.auth import HTTPDigestAuth # from pip._vendor import requests _LOGGER = log...
from prettytable import PrettyTable import datetime ##change the format from "day month(in str type) year" to "year-month-day" def change_date_format(month_list, str_input): date_list = str_input.split(" ") date_list[1] = str(month_list.index(date_list[1])+1) temp = date_list[0] date_list[0] = date_lis...
# -*- encoding: utf-8 -*- """ Copyright (c) 2019 - present AppSeed.us """ from django.db import models from django.contrib.auth.models import User from datetime import datetime from django.utils.html import strip_tags from django import forms import uuid, random, string def ran_gen(size, chars=string.ascii_uppercase...
############################################################################### # Server process to keep track of unlinked resources, like folders and # semaphores and clean them. # # author: <NAME> # # adapted from multiprocessing/semaphore_tracker.py (17/02/2017) # * include custom spawnv_passfds to start the proce...
import itertools import time import sys import requests from collections import defaultdict COMPLEMENTS = {'A': 'T', 'T': 'A', 'G': 'C', 'C': 'G', 'N': 'N', 'M': 'M', 'R': 'R', 'S': 'S', 'K': 'K', 'Y': 'Y'} def kmers_range(seq, k): # last kmer is seq[len(seq) - k : len(seq)] # last value of i is len(seq) - ...
# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not u...
# Copyright 2013 Hewlett-Packard Development Company, L.P. # 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...
#!/usr/env/python # -*- coding: utf-8 -*- ''' Script that grabs all "instance of" attributes for all articles associated with a certain category containing talk pages. Copyright (c) 2017 <NAME> Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation f...
import asyncio import io import os import time import lyricsgenius import requests import wget from pyrogram import filters from pyrogram.types import Message from tswift import Song from youtube_dl import YoutubeDL from youtubesearchpython import SearchVideos from innexiaBot.conf import get_str_key from innexiaBot.p...
import discord from discord.ext import commands import pymongo from pymongo import MongoClient import aiohttp from datetime import datetime as d import json with open('config.json', 'r') as config_file: config = json.loads(config_file.read()) connection = MongoClient(config['mongodb']) db = connection['Pylon'] keys =...
# Copyright (c) 2008, <NAME>. All rights reserved. # # 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...
#!/usr/bin/env python3 __author__ = '<EMAIL>' """ After running collapse, combine with the cluster FL/nFL assignment to get abundance information. cluster_report.csv format in IsoSeq3: cluster_id,read_id,read_type transcript/0,m54056_171130_193019/8388911/ccs,FL where .group.txt is: PB.1.1 transcript/0,transcr...
""" bioBakery Workflows: config module Configuration settings for workflows and tasks Copyright (c) 2016 Harvard School of Public Health 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 re...
# Copyright 2020 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, ...
import abc import json import logging import os from typing import Dict, Any, Callable, Tuple, List, Generator, Union from google import auth from google.auth import iam from google.auth.credentials import Credentials from google.auth.impersonated_credentials import Credentials as ImpersonatedCredentials from google.a...
# -*- coding: utf-8 -*- from . import cosmic_params import numpy as np #%% obtain best-fit parameters from chains #!!! to be updated, build a class for this part, move this function to plc and refer plc def _quantile(x, q, weights=None): """ Compute sample quantiles with support for weighted samples (a funct...
#!/usr/bin/env python3 # vim: nospell expandtab ts=4 # SPDX-FileCopyrightText: 2020 <NAME> <<EMAIL>> # # SPDX-License-Identifier: BSD-2-Clause from __future__ import annotations from typing import Any, Callable, Dict, Iterable, List, Sequence, Tuple, Union import dataclasses import hashlib import hmac import json i...
# -*- coding: utf-8 -*- """ (c) 2018 - Copyright Red Hat Inc Authors: <NAME> <<EMAIL>> """ from __future__ import unicode_literals, absolute_import import base64 import datetime import logging import os import stat import struct import six import werkzeug.utils from celery import Celery from cryptography im...
__author__ = 'karthi' import time import RPi.GPIO as GPIO import fonts fontWidth = 6 currentScreen = 0 class LCD_GPIO(object): # Timing constants E_PULSE = 0.000000070 # Addess setup time 140ns E_DELAY = 0.000000100 # Data setup time 200ns def __init__(self, RST,RS,RW,E1,E2,CS1,CS2, D0, D1, D2, D3,...
""" This script runs a series of EMAN2 processing steps in the order specified in the steps_to_run variable. The steps_to_run and other parameters for various steps will be filled in dynamically by the eman2_processor.py module based on the configurations file provided to ets_process_data.py by the user. Note: Python3...
""" Sure Independence Screening https://orfe.princeton.edu/~jqfan/papers/06/SIS.pdf """ import logging from itertools import combinations from typing import Optional, Dict, List import numpy as np from sklearn.linear_model import LinearRegression from sklearn.metrics import get_scorer from maml.apps.symbolic._selec...
import struct from datetime import datetime import numpy as np from pySDC.helpers.pysdc_helper import FrozenClass from pySDC.implementations.sweeper_classes.generic_implicit import generic_implicit class _fault_stats(FrozenClass): def __init__(self): self.nfaults_called = 0 self.nfau...
import string import numpy import copy import molsys.mol from molsys.addon import base import os import tempfile #from molsys.molsys_mpi import mpiobject # molecules module # atm it is just those routines that are removed from the old molsys stored here as backup import logging logger = logging.getLogger("molsys.mol...
# Copyright 2021 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
from bioblend.galaxy import GalaxyInstance from bioblend.galaxy.histories import HistoryClient from bioblend.galaxy.libraries import LibraryClient from bioblend.galaxy.tools import ToolClient from bioblend.galaxy.datasets import DatasetClient from bioblend.galaxy.jobs import JobsClient from urllib.parse import urlpars...
# Copyright 2020 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
_tab20c_data = ( (0.19215686274509805, 0.5098039215686274, 0.7411764705882353 ), # 3182bd (0.4196078431372549, 0.6823529411764706, 0.8392156862745098 ), # 6baed6 (0.6196078431372549, 0.792156862745098, 0.8823529411764706 ), # 9ecae1 (0.7764705882352941, 0.8588235294117647, 0.93725490196078...
#!/usr/bin/env python # coding: utf-8 """This script adds command line interface (CLI) to the isfreader.py script. Now you may specify a directory with .isf binary files and the script wil convert all the files to csv format and save to a specified output directory. Simple usage: python isfconverter.py -f inputfile.i...
# -*- coding: utf-8 -*- """ Tests of the neo.core.epoch.Epoch class """ try: import unittest2 as unittest except ImportError: import unittest import numpy as np import quantities as pq try: from IPython.lib.pretty import pretty except ImportError as err: HAVE_IPYTHON = False else: HAVE_IPYTHON = ...
import logging log = logging.getLogger(__name__) SPLIT_CHAR = ";" def get_path_value(path, cur_dict, must_exist=True, ensure_dict=False, no_msg=False): """ topology_template.node_templates.vnf.properties.descriptor_id Pass in a path and a dict the path applies to and get the value of the key """ ...
#!/usr/bin/env python2 from __future__ import print_function import atexit import logging import os import os.path import re import shlex import string import subprocess import sys import ssg_test_suite.oscap as oscap import ssg_test_suite.virt from ssg_test_suite import xml_operations from ssg_test_suite.virt import...
import numpy as np from collections import namedtuple import json import copy # Defining the neural network model ModelParam = namedtuple('ModelParam', ['input_size', 'output_size', 'layers', 'activation', 'noise_bias', 'output_noise']) model_params = {} model_test1 = ModelParam( input_s...
import argparse import os import math import ruamel.yaml as yaml import numpy as np import random import time import datetime import json from pathlib import Path import torch import torch.backends.cudnn as cudnn import torch.distributed as dist from models.model_captioning import XVLM import utils from utils.checkp...
import functions # from flaskapp import functions import re NO_GAME_MESSAGE = "You are not currently playing a game of Sleeper Agent! " \ "Text \"Begin enlisting your_name_no_spaces\" without quotes to start" BEGIN_ENLIST_ST = "Began enlisting as " BEGIN_ENLIST_MID = " ! Tell others to join by textin...
# coding=utf-8 # Copyright 2021 The Uncertainty Baselines 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 ap...
import sublime import sublime_plugin import os from hashlib import md5 __version__ = "1.11.6" CONFIG_NAME = "Localization.sublime-settings" LANGS = { "ZH_CN": { 'zipfile': 'ZH_CN.zip', 'syntax_md5sum': '44cd99cdd8ef6c2c60c0a89d53a40b95' }, "ZH_TW": { "zipfile": "ZH_...
# coding=utf-8 from __future__ import unicode_literals import json import os import random import unittest from faker import Generator from faker.utils import text, decorators TEST_DIR = os.path.dirname(__file__) class BarProvider(object): def foo_formatter(self): return 'barfoo' class FooProvider(...
""" Mixins for setting up particular course structures (such as split tests or cohorted content) """ from datetime import datetime from pytz import UTC from openedx.core.djangoapps.course_groups.models import CourseUserGroupPartitionGroup from openedx.core.djangoapps.course_groups.tests.helpers import CohortFactory...
# Pydifact - a python edifact library # # Copyright (c) 2019 <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, co...
""" Classes for working with PyTorch Dataloaders and PyTorch-Lightning DataModules """ from typing import Callable, Dict import janitor import numpy as np import pytorch_lightning as pl from pybbbc import BBBC021 from torch.utils.data import DataLoader, Dataset from .transforms import aug_transform, transform cla...
''' NOTE: "segments" as used in this file is mostly unrelated to tilegrid.json usage ie tilegrid.json has names like SEG_CLBLL_L_X2Y50 where as here they are tile based and named like seg_00400100_02 Instead of using tilegrid.json "segments, segments are formed by looking for tiles that use the same address + offset S...
'''Train CIFAR10 with PyTorch.''' import argparse import os import numpy as np import torch import torch.nn as nn import torch.optim as optim import torchvision import torchvision.transforms as transforms from mup.coord_check import get_coord_data, plot_coord_data from mup import MuAdam, MuSGD, get_shapes, make_base_s...
"""ProsperSlides.py Utility for making/pushing weekly Prosper Market Show Sldies Using: https://developers.google.com/slides API -- python lib: https://developers.google.com/slides """ from datetime import datetime from os import path, makedirs, access, W_OK#, R_OK import platform import ujson as json import reques...
#!/usr/bin/env python import os import sys import random from rgbw_colorspace_converter.colors.converters import RGB, HSV os.environ["TERM"] = "xterm-256color" # screen os.system("tput clear; tput init; tput civis;stty -echo; ") ## The following code is basically a mess as it grew from a small testing example to s...
import click import json import os import requests import testindata import shutil from testindata.cli import account from testindata.cli.cliUpload import CliUpload from testindata.TDA import TDA from testindata.utils import util def _download(url, savePath): res = requests.get(url) saveDir = os.path.split(s...
""" This is the main program that does the work. """ from apscheduler.schedulers.blocking import BlockingScheduler from transitions import Machine from datetime import datetime, timedelta import ephem import enum import logging import logging.handlers import secrets import os, sys import yaml import numpy as np from u...
""" Retrieve data from EIA Form 860 spreadsheets for analysis. This modules pulls data from EIA's published Excel spreadsheets. This code is for use analyzing EIA Form 860 data. """ import glob import logging import os.path import pandas as pd import pudl import pudl.constants as pc import pudl.workspace.datastore...
import pygame from pygame.locals import * import copy import logging import tools logging.basicConfig(format='%(levelname)s @ %(asctime)s: %(message)s') # setup logging as 'WARNING @ 1:32: Bing bong' pygame.init() _tile_registry = [] # registry of the names of all of the created tiles def _sticky_load_image(image):...
''' Guided creation of CycleGAN configuration files. Usage: create_config out_config_path <NAME>, Real-Time Computer Vision, Institut fuer Neuroinformatik, Ruhr University Bochum. ''' import sys import cyclegan.util.config as cfg CONFIG_INFO_BASE = { cfg.IMAGE_SIZE : "A list of two integers specifying size (he...
from unittest.mock import patch from cloudbridge.factory import CloudProviderFactory from cloudbridge.factory import ProviderList from django.contrib.auth.models import User from django.urls import reverse from djcloudbridge import models as cb_models from rest_framework import status from rest_framework.test impor...
############################################################################ # Proxylab testing framework # Creating and using test files ############################################################################ import datetime import random import os import os.path import sys import glob import socket import Str...
# Authors: # <NAME> <<EMAIL>> # <NAME> <<EMAIL>> # # License: BSD 3 clause """ Symbolic module """ import sys import inspect import numpy as np import sympy as sp # List of symbols used in pylbm nx, ny, nz, nv = sp.symbols("nx, ny, nz, nv", integer=True) #pylint: disable=invalid-name ix, iy, iz, iv = sp.symb...