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#!/usr/local/bin/python3 # -*- coding: utf-8 -*- import os import argparse import logging import numpy as np from PIL import Image import matplotlib import matplotlib.pyplot as plt import torch import torch.nn as nn from torchvision import transforms import cv2 import tqdm from net.pspnet import PSPNet models = { ...
from __future__ import print_function """ Low-level serial communication for Trinamic TMCM-140-42-SE controller (used internally for the Thorlabs MFC1) """ import serial, struct, time, collections try: # this is nicer because it provides deadlock debugging information from acq4.util.Mutex import RecursiveMut...
# dkhomeleague.py import json import logging import os from string import ascii_uppercase import pandas as pd from requests_html import HTMLSession import browser_cookie3 import pdsheet class Scraper: """scrapes league results""" def __init__(self, league_key=None, username=None): """Creates instan...
#!/usr/bin/env python # -*- coding: utf8 -*- # ***************************************************************** # ** PTS -- Python Toolkit for working with SKIRT ** # ** © Astronomical Observatory, Ghent University ** # ***************************************************************** ##...
import random from typing import Optional, Tuple, Union import numpy as np import torch from torch import Tensor from torch_geometric.utils import coalesce, degree, remove_self_loops from .num_nodes import maybe_num_nodes def negative_sampling(edge_index: Tensor, num_nodes: Optional[Union[int...
import torch from kornia.geometry.linalg import transform_points from kornia.geometry.transform import remap from kornia.utils import create_meshgrid from .distort import distort_points, tilt_projection # Based on https://github.com/opencv/opencv/blob/master/modules/calib3d/src/undistort.dispatch.cpp#L384 def undis...
import numpy as np from math import pi,exp def static_stability(height,area,theta,s_et=None,n_et=None): """ The function "static_stability" computes the vertical gradient (z-derivative) of hemispheric-averaged potential temperature, i.e. d\tilde{theta}/dz in the def- inition of QGPV in eq.(3) of Huang ...
import numpy as np import scipy.interpolate import scipy.ndimage from sklearn.feature_extraction.image import extract_patches_2d, reconstruct_from_patches_2d def _calc_patch_grid_dims(shape, patch_size, patch_stride): x_w, x_h, x_c = shape num_rows = 1 + (x_h - patch_size) // patch_stride num_cols = 1 + (...
import bz2 import csv import collections import math from enum import Enum class Select(Enum): FIRST = 'first' RANGE_KEY = 'range_key' RANGE_VALUE = 'range_value' class SelectPolicy: def __init__(self, policy, field=None): self.policy = policy self.field = field class StateSet: ...
""" Functions for reading Magritek Spinsolve binary (dx/1d) files and parameter (acqu.par/proc.par) files. """ import os from warnings import warn import numpy as np from . import fileiobase from . import jcampdx __developer_info__ = """ Spinsolve is the software used on the Magritek benchtop NMR devices. A spect...
# # nuna_sql_tools: Copyright 2022 Nuna Inc # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed...
''' Advent of code 2019 Day 11 - Space police ''' from typing import NamedTuple from enum import Enum INPUT_FILE=__file__.replace('.py', '.dat') def to_number(digits: list) -> int: return int(''.join(map(str, digits))) def to_list(number: int) -> list: return [int(i) for i in str(number)] ...
# -*- coding: utf-8 -*- import json import pdb import os from os.path import join as pj import networkx as nx import pandas as pd from networkx.readwrite.json_graph import node_link_data def chain(): g = nx.Graph() # Horizontal for i in range(11, 15): g.add_edge(i, i + 1) for i in range(...
# -*- coding: utf-8 -*- from sklearn import preprocessing from torch.autograd import Variable from models_gat import GAT import os import torch import numpy as np import argparse import pickle import sklearn.metrics as metrics import cross_val import time import random torch.manual_seed(0) np.random.seed(0) random.s...
import copy import numbers import struct from ._common import * from ._exif import * TIFF_HEADER_LENGTH = 8 def dump(exif_dict_original): """ py:function:: piexif.load(data) Return exif as bytes. :param dict exif: Exif data({"0th":dict, "Exif":dict, "GPS":dict, "Interop":dict, "1st":dict, "thumbn...
import pygame import random from pygame import * pygame.init() width, height = 740, 500 screen = pygame.display.set_mode((width, height)) player = [pygame.transform.scale(pygame.image.load("Resources/Balljump-1(2).png"), (100,100)), pygame.t...
# # This file is part of LiteX. # # Copyright (c) 2014-2019 <NAME> <<EMAIL>> # Copyright (c) 2019 msloniewski <<EMAIL>> # Copyright (c) 2019 vytautasb <<EMAIL>> # SPDX-License-Identifier: BSD-2-Clause import os import subprocess import sys import math from shutil import which from migen.fhdl.structure import _Fragmen...
import http import logging from typing import List, Tuple, MutableMapping from datetime import datetime import re from requests.packages.urllib3 import Retry import autoscaler.utils as utils from autoscaler.autoscaling_groups import AutoScalingGroup from autoscaler.azure_api import AzureApi, AzureScaleSet, AzureScale...
import datetime as dt from os.path import dirname, join import numpy as np import pandas as pd import pyarrow as pa import pyarrow.parquet as pq from bokeh.io import curdoc from bokeh.layouts import column, gridplot, row from bokeh.models import ColumnDataSource, DataRange1d, Select, HoverTool, Panel, Tabs, LinearC...
#!/usr/bin/env python3 # vim:fileencoding=UTF-8 # -*- coding: UTF-8 -*- """ Created on 15 juny 2019 y. @author: <NAME> <EMAIL> """ import sys import struct import numpy as np from progress.bar import Bar import logging logging.basicConfig(format = u'%(filename)s:%(lineno)d: %(levelname)-8s [%(asctime)s] %(message)s...
import os import pickle import time import timeit import torch.nn as nn import torch.nn.functional as F import torch.optim as optim import numpy as np import torch import tempfile import horovod.torch as hvd from horovod.ray import RayExecutor from ray_shuffling_data_loader.torch_dataset import (TorchShufflingDatase...
''' Models for QtWidgets ''' from collections import deque from math import ceil import datetime as dt import calendar class EventInCalendar__Model: class Text: @staticmethod def getDefault(): return EventInCalendar__Model.Text() def __init__(self, event=None, overflow=Fal...
# Copyright 2018 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applica...
import multiprocessing as mp import subprocess import shutil import os from ..helper import make_path_safe, thirdparty_binary, filter_scp from ..exceptions import CorpusError def mfcc_func(directory, job_name, mfcc_config_path): # pragma: no cover log_directory = os.path.join(directory, 'log') raw_mfcc_path...
#!/usr/bin/env python3 """get tag from http://demo.illustration2vec.net/.""" # note: # - error 'ERROR: Request Entity Too Large' for file 1.1 mb # <span style="color:red;">ERROR: Request Entity Too Large</span> from collections import OrderedDict from pathlib import Path from pprint import pformat import imghdr import ...
# Copyright 2021 <NAME> <<EMAIL>> # SPDX-license-identifier: 0BSD import string from loguru import logger try: import cell_pos from exceptions import InvconvMissingHeaders import ftype import msg_handler except ModuleNotFoundError: import invconv.cell_pos as cell_pos from invconv.exceptions i...
from functools import partial from uuid import UUID from dateutil.parser import parse as dateutil_parse from django.apps import apps from django.conf import settings from django.core.exceptions import ObjectDoesNotExist from rest_framework import serializers from rest_framework.exceptions import ValidationError from r...
import argparse from time import sleep, time from collections import defaultdict from sqlalchemy import orm, text, insert, delete from sqlalchemy.orm import selectinload import models from app import db from app import logger from scripts.queue import JsonWorks, JsonAuthors, JsonConcepts, JsonInstitutions, JsonVenues...
import unittest import datetime import rdflib # needed for eval(repr(...)) below from rdflib.term import Literal, URIRef, _XSD_DOUBLE, bind, _XSD_BOOLEAN from rdflib.namespace import XSD def uformat(s): return s.replace("u'", "'") class TestLiteral(unittest.TestCase): def setUp(self): pass de...
import datetime import getpass import logging import os import pathlib import platform import re import smtplib import sys from contextlib import contextmanager from email.message import EmailMessage from functools import wraps import azure.functions as func import click import gspread import pandas as pd from apsched...
import torch.nn as nn import torch.nn.functional as F from haptic.Pointnet_Pointnet2_pytorch.models.pointnet2_utils import PointNetSetAbstractionMsg,PointNetFeaturePropagation class get_shared_model(nn.Module): def __init__(self, use_batch_norm, num_classes, num_input_channel=7): super(get_shared_model, s...
import datetime import os from io import BytesIO import logging from functools import wraps from copy import deepcopy from collections import Counter import slugify import yaml import mistune import requests from flask import \ Blueprint, Flask, render_template, abort, send_file, make_response from flask_cors imp...
# -*- coding: utf-8 -*- #Copyright (c) 2010,12 <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, ...
''' Copyright (C) 2021 CG Cookie http://cgcookie.com <EMAIL> Created by <NAME>, <NAME> This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your op...
import numpy as np import pytest from pandas import ( DataFrame, Series, concat, ) import pandas._testing as tm @pytest.mark.parametrize("func", ["cov", "corr"]) def test_ewm_pairwise_cov_corr(func, frame): result = getattr(frame.ewm(span=10, min_periods=5), func)() result = result.loc[(slice(Non...
# Copyright (c) Microsoft Corporation. # Licensed under the MIT license. from typing import Callable, Dict import torch import torch.nn as nn from nni.retiarii import model_wrapper from nni.retiarii.nn.pytorch import NasBench201Cell __all__ = ['NasBench201'] OPS_WITH_STRIDE = { 'none': lambda C_in, C_out, st...
import datetime from enum import Enum from typing import Any, Callable, Dict, List, Optional, Type, TypeVar, Union, cast import attr import ciso8601 import structlog from attr import converters from . import enums from .utils import as_json_dict, to_snake_case logger = structlog.get_logger() class Omitted(Enum): ...
""" preprocess of (single lead) ecg signal: band pass --> remove baseline --> find rpeaks --> denoise (mainly deal with motion artefact) TODO: 1. motion artefact detection, and slice the signal into continuous (no motion artefact within) segments 2. to add References: ----------- [1] https://github...
from django.shortcuts import render, HttpResponse, HttpResponseRedirect from django.template import loader from django.conf import settings from django.contrib.auth.models import User from rameniaapp.models import ReviewReport, ProfileReport, NoodleReport, Report, Review, Profile, Noodle from django.views.generic impor...
import os from functools import partial from io import BytesIO import numpy as np import PIL.Image import scipy.misc import tensorflow as tf graph = tf.Graph() sess = tf.InteractiveSession(graph=graph) model_fn = "./models/tensorflow_inception_graph.pb" with tf.gfile.FastGFile(model_fn, 'rb') as f: graph_def = tf...
import argparse import collections import shutil import sys import time from datetime import timedelta from pathlib import Path import torch from torch.nn.parallel import DataParallel, DistributedDataParallel try: # PyTorch >= 1.6 supports mixed precision training from torch.cuda.amp import autocast amp_su...
import inspect import sys from abc import ABC, abstractmethod from enum import Enum from typing import List, Union, Type, Optional, Dict, Any from pydantic import BaseModel from onemsdk.exceptions import NodeTagMismatchException, ONEmSDKException from .node import Node __all__ = ['Tag', 'HeaderTag', 'FooterTag', 'Br...
class Sign: """ 符号 """ def __init__(self, sign_type, sign_str='', sign_line=-1): """ 构造 :param sign_type: 符号的类型 :param sign_str: 符号的内容(可以为空) :param sign_line: 符号所在行数(可以为空) """ self.type = sign_type self.str = sign_str self.line = si...
import csv import json import pickle import logging import re import pandas import gzip import os import numpy as np from random import randint, random from tqdm import tqdm from retriever.dense_retriever import DenseRetriever from models.tokenization import tokenize from typing import Union, List class InputExampl...
# -*- coding: utf-8 -*- import matplotlib as mpl import numpy as np import pandas as pd import seaborn as sns from matplotlib import pyplot as plt from cell2cell.clustering import compute_linkage from cell2cell.preprocessing.manipulate_dataframes import check_symmetry from cell2cell.plotting.aesthetics import map_col...
# -*- coding: utf-8 -*- # # Copyright 2016 Google LLC. 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 requir...
""" sources.chicago =============== Reads a CSV file in the format (as of April 2017) of data available from: - https://catalog.data.gov/dataset/crimes-one-year-prior-to-present-e171f - https://catalog.data.gov/dataset/crimes-2001-to-present-398a4 The default data is loaded from a file "chicago.csv" which should be ...
# -*- encoding: utf-8 -*- """Utility functions for computing combinations of dimensions and hierarchy levels""" from __future__ import absolute_import import re import os.path import json from collections import OrderedDict from .errors import ModelInconsistencyError, ArgumentError, ConfigurationError from . impor...
from datetime import date import dash import dash_bootstrap_components as dbc import dash_core_components as dcc import dash_html_components as html import pandas as pd import plotly.express as px from dash.dependencies import Input, Output test_data = pd.read_csv("data/world_data.csv") today = date.today() external...
"""Module with hahomematic services.""" from __future__ import annotations from datetime import datetime import logging from hahomematic.const import ( ATTR_ADDRESS, ATTR_INTERFACE_ID, ATTR_NAME, ATTR_PARAMETER, ATTR_VALUE, HmPlatform, ) from hahomematic.device import HmDevice from hahomematic...
# Copyright 2017 <NAME>, <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, ...
import pandas as pd import numpy as np from copy import * from bisect import * from scipy.optimize import curve_fit from sklearn.metrics import * from collections import defaultdict as defd import datetime,pickle from DemandHelper import * import warnings warnings.filterwarnings("ignore") ####################...
import numpy as np import spikemetrics.metrics as metrics from .utils.thresholdcurator import ThresholdCurator from .quality_metric import QualityMetric import spiketoolkit as st from spikemetrics.utils import Epoch, printProgressBar from collections import OrderedDict from .parameter_dictionaries import get_recording_...
# Copyright (c) 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. An additional grant of patent rights # can be found in the PATENTS file in the same directory. import editdistance import os impo...
import math import numpy as np import torch import torch.nn.functional as F from torch import nn class SimpleMLP(nn.Module): """Simple MLP function approximator for Q-Learning.""" def __init__(self, in_dim, out_dim, hidden_units=256, num_hidden_layers=1): super().__init__() self.input_layer...
import pygame import random pygame.init() pygame.font.init() class Card(object): """ The Card Class """ def __init__(self, left, top, width, height, back_color, front_color, solved_color, display, font_color, text_font, value=None): self._rect = pyg...
from shop.forms import UserForm from django.views import generic from django.urls import reverse_lazy from django.shortcuts import render, redirect, get_object_or_404 from django.contrib.auth import authenticate, login, logout from django.contrib.auth.models import auth from .models import Product, Contact, Categ...
# -*- 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) 2017-2018 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...
import os, sys sys.path.append(os.path.dirname(os.path.abspath(__file__))) import json import logging import yaml import requests import time from actions.migrate_job_action import MigrateJobAction from actions.send_alert_action import SendAlertAction from actions.reboot_node_action import RebootNodeAction from action...
""" Sparse Poisson Recovery (SPoRe) module for solving Multiple Measurement Vector problem with Poisson signals (MMVP) by batch stochastic gradient ascent and Monte Carlo integration Authors: <NAME>, <NAME> Reference: [1] <NAME>, <NAME>, <NAME>, and <NAME>, "Extreme Compressed Sensing of Poisson Rates from Multip...
# -*- coding: utf-8 -*- # # Copyright © Spyder Project Contributors # Licensed under the terms of the MIT License # (see spyder/__init__.py for details) """Outline explorer API. You need to declare a OutlineExplorerProxy, and a function for handle the edit_goto Signal. class OutlineExplorerProxyCustom(OutlineExplore...
import os import re import sys from oguilem.configuration.fitness import OGUILEMFitnessFunctionConfiguration from oguilem.configuration.ga import OGUILEMGlobOptConfig from oguilem.configuration.geometry import OGUILEMGeometryConfig from oguilem.configuration.utils import ConnectedValue, ConfigFileManager from oguilem....
"""\ PROMORT example. """ import argparse import random import sys import pyecvl.ecvl as ecvl import pyeddl.eddl as eddl from pyeddl.tensor import Tensor import models def VGG16(in_layer, num_classes): x = in_layer x = eddl.ReLu(eddl.Conv(x, 64, [3, 3])) x = eddl.MaxPool(eddl.ReLu(eddl.Conv(x, 64, [3, ...
#!/usr/bin/python # -*- coding: utf-8 -*- # # Copyright: (c) 2018, F5 Networks Inc. # 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', ...
from .fmodobject import * from .fmodobject import _dll from .structures import TAG, VECTOR from .globalvars import get_class class ConeSettings(object): def __init__(self, sptr): self._sptr = sptr self._in = c_float() self._out = c_float() self._outvol = c_float() ckresult(...
from collections import OrderedDict from datetime import datetime, timezone import unittest from os.path import join from tinydb import TinyDB, storages from goldfinchsong import utils IMAGE_NAMES = ['goldfinch1.jpg', 'goldfinch2.jpg', 'goldfinch3.jpg', 'goldfinch4.jpg', 'goldfinch5.jpg'] TEST_TEXT1 = ...
# -*- coding: utf-8 -*- """Implicitly reference attributes of an object.""" from ast import Name, Assign, Load, Call, Lambda, With, Str, arg, \ Attribute, Subscript, Store, Del from macropy.core.quotes import macros, q, u, name, ast_literal from macropy.core.hquotes import macros, hq from macropy.core...
from __future__ import absolute_import, division, print_function import json import logging import os import time import importlib import multiprocessing import cv2 import fire import logzero from logzero import logger import numpy as np from rmexp import config, cvutils, dbutils, gabriel_pb2, client from rmexp.sche...
""" pylabnet measurement and service classes for Swabian Instruments TimeTagger which implements qudi's SlowCounter interface. This file contains pylabnet wrapper and service classes to allow qudi to access Swabian Instruments TT through pylabnet network as SlowCounter. Steps: - instantiate TimeTagger - instantiate p...
from abc import ABCMeta, abstractmethod from collections import OrderedDict from math import inf from typing import Iterator, Any, List, Dict, Type, Optional EPSILON = 1e-4 class Error(Exception): pass class ConstraintError(Error): pass class Constraint(metaclass=ABCMeta): @abstractmethod def isv...
from spydrnet.ir import Port, Instance, InnerPin from spydrnet_tmr.transformation.util import add_suffix_to_name IN = Port.Direction.IN OUT = Port.Direction.OUT INOUT = Port.Direction.INOUT def apply_nmr(ports_and_instances_to_replicate, degree, name_suffix='NMR', rename_original=True): """ Replicate the sele...
import pandas as pd from shapely.geometry import Point import geopandas as gpd import math import osmnx import requests from io import BytesIO from zipfile import ZipFile def read_poi_csv(input_file, col_id='id', col_name='name', col_lon='lon', col_lat='lat', col_kwds='kwds', col_sep=';', kwds_sep=',...
import re import random from collections import defaultdict import src.settings as var from src.utilities import * from src import debuglog, errlog, plog from src.decorators import cmd, event_listener from src.messages import messages from src.events import Event KILLS = {} # type: Dict[str, List[str]] @cmd("kill", ...
"""Loading MNIST dataset. """ import struct import numpy as np class MNIST: """ Loading MNIST dataset. In the directory of MNIST dataset, there should be the following files: - Training set: - train-images-idx3-ubyte - train-labels-idx1-ubyte - Test set: ...
# # Copyright 2018, 2020 <NAME> # 2019-2020 <NAME> # 2015-2016 <NAME> # # ### MIT license # # 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 ...
from pprint import pprint import SCons.Builder from SCons.Script import * import json import os import copy import collections import xml.etree.ElementTree as ET from mplabx import MPLABXProperties MAKEFILE_TEXT = ''' MKDIR=mkdir CP=cp CCADMIN=CCadmin RANLIB=ranlib build: .build-post .build-pre: .build-post: .build-i...
# 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...
""" Environment for basic obstacle avoidance controlling a robotic arm from UR. In this environment the obstacle is only moving up and down in a vertical line in front of the robot. The goal is for the robot to stay within a predefined minimum distance to the moving obstacle. When feasible the robot should continue to...
# Advent of Code - 2015 - Day 7 # --- Day 7: Some Assembly Required --- # This year, Santa brought little Bobby Tables a set of wires and bitwise logic gates! Unfortunately, little Bobby is a little under the recommended age range, and he needs help assembling the circuit. # Each wire has an identifier (some lowerca...
#!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Created on Wed Jun 17 16:12:56 2020 @author: dylanroyston """ # import/configure packages import numpy as np import pandas as pd #import pyarrow as pa import librosa import librosa.display from pathlib import Path #import Ipython.display as ipd #import matplotlib.pyp...
#!/usr/bin/env python3 import sys import os import re import json import traceback import pkg_resources import tarfile from collections import OrderedDict import anchore_engine.analyzers.utils, anchore_engine.utils def get_python_evidence(tfl, member, memberhash, evidence): global binary_package_el full...
from quiet_coms import find_quiet_ports from quiet import Quiet import time if 'EXIT_ON_FAIL' not in locals(): VERBOSE = True EXIT_ON_FAIL = True class QuietI2C(Quiet): def __init__(self, coms, **kargs) -> None: Quiet.__init__(self, coms, **kargs) def raw_write(self, addr: int, data: bytearra...
# Copyright 2020 Google LLC. 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 controller import Robot from controller import Motor from controller import PositionSensor from controller import Robot, DistanceSensor, GPS, Camera, Receiver, Emitter import cv2 import numpy as np import math import time robot = Robot() timeStep = 32 tile_size = 0.12 speed = 6.28 media_baldoza = 0.06 estado = 1 ...
# -*- coding: utf-8 -*- """User functions to streamline working with selected pymer4 LMER fit attributes from lme4::lmer and lmerTest for ``fitgrid.lmer`` grids. """ import functools import re import warnings import numpy as np import pandas as pd import matplotlib as mpl from matplotlib import pyplot as plt import f...
# Copyright (c) 2019 Graphcore Ltd. 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 l...
import os import cv2 import time import json import random import inspect import argparse import numpy as np from tqdm import tqdm from dataloaders import make_data_loader from models.sync_batchnorm.replicate import patch_replication_callback from models.vs_net import * from utils.loss import loss_dict from utils.lr_s...
import os import numpy as np import time import multiprocessing as mp import csv import socket import datetime import math import glob from pypushexp import PushSim # # input - [recorded item] # [weight] : 48 # [height] : 160 # [crouch_angle] (deg) # [step_length_ratio] # [halfcycle_duration_rati...
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. from __future__ import division import os import numpy from io import BytesIO from matplotlib import pyplot import requests import torch from PIL import Image from maskrcnn_benchmark.config import cfg from predictor import COCODemo from maskrcnn...
# coding: utf-8 from __future__ import division, print_function # Standard library import time # Third-party import matplotlib.pyplot as plt import numpy as np from scipy.misc import derivative from astropy.extern.six.moves import cPickle as pickle import pytest # Project from ..io import load from ..core import C...
# -*- coding: utf-8 -*- from argparse import ArgumentParser import json import time import pandas as pd import tensorflow as tf import numpy as np import math from decimal import Decimal import matplotlib.pyplot as plt from agents.ornstein_uhlenbeck import OrnsteinUhlenbeckActionNoise eps=10e-8 epochs=0...
#!/usr/bin/env python """Virtual filesystem module based on pyfsntfs.""" import stat from typing import Any, Callable, Dict, Iterable, Optional, Text, Type import pyfsntfs from grr_response_client import client_utils from grr_response_client.vfs_handlers import base as vfs_base from grr_response_core.lib import rdfv...
# -*- coding: utf-8 -*- # # Copyright 2014 Red Hat, 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...
# Copyright (c) 2016-2019. Mount Sinai School of Medicine # # 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 ...
#!/usr/bin/env python # coding: utf-8 # conda install pytorch>=1.6 cudatoolkit=10.2 -c pytorch # wandb login XXX import json import logging import os import re import sklearn import time from itertools import product import numpy as np import pandas as pd import wandb #from IPython import get_ipython from keras.prepro...
# Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by appli...
import os import sys import argparse import time import random import numpy as np import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torch.autograd import Variable # from sru import * import dataloader import modules class Model(nn.Module): def __init__(self, embe...
import matplotlib import matplotlib.pyplot as plt import matplotlib.animation as animation matplotlib.use('Agg') import math import numpy as np import sys from os.path import join, isfile import warnings warnings.filterwarnings("ignore") def gda(x, y): x = x.T y = y.T # phi = P(y = 1) # mu[i] = mea...
""" Several methods for generating graphs from the stochastic block model. """ import itertools import math import random import scipy.sparse import numpy as np def _get_num_pos_edges(c1_size, c2_size, same_cluster, self_loops, directed): """ Compute the number of possible edges between two clusters. :pa...
#!/usr/bin/env python3 def test(): cedTest = ["U²sgal²sdi ạ²dv¹ne²³li⁴sgi.", "Ụ²wo²³dị³ge⁴ɂi gi²hli a¹ke²³he³²ga na ạ²chu⁴ja.", "Ạ²ni²³tạɂ³li ạ²ni²sgạ²ya a¹ni²no²hạ²li²³do³²he, ạ²hwi du¹ni²hyọ²he.", "Sa¹gwu⁴hno ạ²sgạ²ya gạ²lo¹gwe³ ga²ne²he sọ³ɂị³hnv³ hla².", "Na³hnv³ gạ...