text
stringlengths
3.07k
22.1k
#!/usr/bin/env python # Copyright 2017 Google Inc. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unle...
# Copyright 2008-2018 Univa 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...
import os, sys, time, shutil, argparse from functools import partial import pickle sys.path.append('../') import torch import torch.nn as nn from torch.autograd import Variable from torchvision import datasets, transforms #import torchvision.models as models import torch.optim as optim import torch.nn.parallel import t...
# -*- coding: utf-8 -*- # 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...
import requests as reqlib import os import re import random import time import pickle import abc import hashlib import threading from urllib.parse import urlparse from purifier import TEAgent from purifier.logb import getLogger from enum import IntEnum from typing import Tuple, List, Dict, Optional cl...
""" ## ## ## ## ## ## ## ## ## ## ## ## ## ## ## ## ## ## ## ## ## ## AUTHOR = <NAME> <<EMAIL>> """ import sys import boto3 import click import threading from botocore.exceptions import ClientError from secureaws import checkaws from secureaws ...
# ============================================================================ # FILE: kind.py # AUTHOR: <NAME> <Shougo.Matsu at g<EMAIL>> # License: MIT license # ============================================================================ import json import typing from pathlib import Path from defx.action import Ac...
#!/usr/bin/python # Copyright (c) 2018, 2019, Oracle and/or its affiliates. # This software is made available to you under the terms of the GPL 3.0 license or the Apache 2.0 license. # GNU General Public License v3.0+ (see COPYING or https://www.gnu.org/licenses/gpl-3.0.txt) # Apache License v2.0 # See LICENSE.TXT for ...
from copy import deepcopy from numba import jit,njit import numpy as np import pymctdh.opfactory as opfactory from pymctdh.cy.sparsemat import CSRmat#,matvec @njit(fastmath=True) def matvec(nrows,IA,JA,data,vec,outvec): """ """ d_ind = 0 for i in range(nrows): ncol = IA[i+1]-IA[i] for...
# Copyright (c) 2020 DeNA Co., Ltd. # Licensed under The MIT License [see LICENSE for details] # kaggle_environments licensed under Copyright 2020 Kaggle Inc. and the Apache License, Version 2.0 # (see https://github.com/Kaggle/kaggle-environments/blob/master/LICENSE for details) # wrapper of Hungry Geese environment...
import csv import sys from pathlib import Path from abc import abstractmethod import numpy as np import tensorflow as tf from tqdm import tqdm import common.tf_utils as tf_utils import metrics.manager as metric_manager from common.model_loader import Ckpt from common.utils import format_text from common.utils import ...
""" All the data sources are scattered around the D drive, this script organizes it and consolidates it into the "Data" subfolder in the "Chapter 2 Dune Aspect Ratio" folder. <NAME>, 5/6/2020 """ import shutil as sh import pandas as pd import numpy as np import os # Set the data directory to save files ...
import tensorflow as tf import numpy as np import unittest from dnc.controller import BaseController class DummyController(BaseController): def network_vars(self): self.W = tf.Variable(tf.truncated_normal([self.nn_input_size, 64])) self.b = tf.Variable(tf.zeros([64])) def network_op(self, X):...
import json import os import shutil import urllib.request import traceback import logging import psutil from collections import defaultdict from typing import List, Dict, Tuple from multiprocessing import Semaphore, Pool from subprocess import Popen, PIPE from datetime import datetime, timedelta from lxml import etree...
import inspect import pytest import numpy as np from datar.core.backends.pandas import Categorical, DataFrame, Series from datar.core.backends.pandas.testing import assert_frame_equal from datar.core.backends.pandas.core.groupby import SeriesGroupBy from datar.core.factory import func_factory from datar.core.tibble im...
import os import rasterio import argparse from PIL import Image import subprocess import pathlib import shutil from glob import glob from numba import njit, prange from OpenVisus import * ### Configuration ext_name = ".tif" dtype = "uint8[3]" limit = 1000 ###-------------- @njit(parallel=True) def...
# 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...
import numpy as np import pandas as pd import matplotlib.pyplot as plt import seaborn as sns # [0,0] = TN # [1,1] = TP # [0,1] = FP # [1,0] = FN # cm is a confusion matrix # Accuracy: (TP + TN) / Total def accuracy(cm: pd.DataFrame) -> float: return (cm[0,0] + cm[1,1]) / cm.sum() # Precision: TP / (TP + FP) de...
""" color_scheme_matcher. Licensed under MIT. Copyright (C) 2012 <NAME> <<EMAIL>> 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...
import math import random import numpy as np import matplotlib as mpl import matplotlib.pyplot as plt from fmt.pythonfmt.doubleintegrator import filter_reachable, gen_trajectory, show_trajectory from fmt.pythonfmt.world import World def dist2(p, q): return math.sqrt((p[1] - q[1]) ** 2 + (p[2] - q[2]) ** 2) # FM...
import os import cv2 import numpy as np import matplotlib.pyplot as plt import scipy ROWS = 64 COLS = 64 CHANNELS = 3 TRAIN_DIR = 'Train_data/' TEST_DIR = 'Test_data/' train_images = [TRAIN_DIR+i for i in os.listdir(TRAIN_DIR)] test_images = [TEST_DIR+i for i in os.listdir(TEST_DIR)] def read_image(file_path): ...
# coding=utf-8 # *** WARNING: this file was generated by the Pulumi SDK Generator. *** # *** Do not edit by hand unless you're certain you know what you are doing! *** import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from ... import _utilities fro...
########################################################################## # # Copyright (c) 2019, Image Engine Design Inc. All rights reserved. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are # met: # # * Redistrib...
""" GLSL shader generation """ from utils import Stages, getHeader, getShader, getMacro, genFnCall, fsl_assert, get_whitespace from utils import isArray, getArrayLen, getArrayBaseName, getMacroName, DescriptorSets, is_groupshared_decl import os, sys, importlib, re from shutil import copyfile def pssl(fsl, dst, rootSi...
import argparse import json import base64 import hashlib import sys import binascii from optigatrust.util.types import * from optigatrust.pk import * from optigatrust.x509 import * private_key_slot_map = { 'second': KeyId.ECC_KEY_E0F1, '0xE0E1': KeyId.ECC_KEY_E0F1, '0xE0F1': KeyId.ECC_KEY_E0F1...
from getnear.config import Tagged, Untagged, Ignore from getnear.logging import info from lxml import etree import re import requests import telnetlib def connect(hostname, *args, **kwargs): url = f'http://{hostname}/' html = requests.get(url).text doc = etree.HTML(html) for title in doc.xpath('//titl...
# encoding: utf-8 import os import ssl import sys import csv import json import time import base64 from datetime import datetime from datetime import timedelta try: import pyodbc except ImportError: pass # PYTHON 2 FALLBACK # try: from urllib.request import urlopen, Request from urllib.parse import...
import spacy from spacy.lang.ro import Romanian from typing import Dict, List, Iterable from nltk import sent_tokenize import re # JSON Example localhost:8081/spacy application/json # { # "lang" : "en", # "blocks" : ["După terminarea oficială a celui de-al doilea război mondial, în conformitate cu discursul lu...
import sys,os from torch.autograd import Variable import torch.optim as optim from tensorboardX import SummaryWriter import torch import time import shutil from torch.utils.data import DataLoader import csv from samp_net import EMDLoss, AttributeLoss, SAMPNet from config import Config from cadb_dataset import CADBData...
# --- Day 17: Trick Shot --- import math import time def get_puzzle_input(filepath): with open(filepath) as f: for line in f: # target area: x=269..292, y =-68..-44 parts = line.rstrip().replace(',', '').split() [x1, x2] = parts[2][2:].split("..") [y1, y2] =...
''' Contains the extended FastAPI router, for simplified CRUD from a model ''' from typing import Any, List, Optional, Sequence, Set, Type, Union import fastapi from fastapi import Depends, params from pydantic import BaseModel, create_model from odim import Odim, OkResponse, SearchResponse from odim.dependencies imp...
#!/usr/bin/python3 # I don't believe in license. # You can do whatever you want with this program. import os import sys import re import time import requests import random import argparse from urllib.parse import urlparse from functools import partial from colored import fg, bg, attr from multiprocessing.dummy import...
import pandas as pd import numpy as np import matplotlib.pyplot as plt #%matplotlib inline import codecs import lightgbm as lgb from sklearn.model_selection import StratifiedShuffleSplit from sklearn.metrics import mean_squared_error from sklearn.metrics import r2_score # Read data image_file_path = './simulated_dpc_d...
#!/usr/bin/env python3 """awspfx Usage: awspfx.py <profile> awspfx.py [(-c | --current) | (-l | --list) | (-s | --swap)] awspfx.py token [(-p | --profile) <profile>] awspfx.py sso [(login | token)] [(-p | --profile) <profile>] awspfx.py -h | --help awspfx.py --version Examples: awspfx.py ...
# -*- test-case-name: vumi.blinkenlights.tests.test_metrics_workers -*- import time import random import hashlib from datetime import datetime from twisted.python import log from twisted.internet.defer import inlineCallbacks, Deferred from twisted.internet import reactor from twisted.internet.task import LoopingCall ...
import dgl import torch as th import numpy as np import itertools import time from collections import * Graph = namedtuple('Graph', ['g', 'src', 'tgt', 'tgt_y', 'nids', 'eids', 'nid_arr', 'n_nodes', 'n_edges', 'n_tokens', 'layer_eids']) # We need to create new graph pools for relative position atte...
# 获取学生所有的挑战题目信息 # 包括时间、结果、代码等 # 写入数据库stuoj的stuquestionbh表中 from selenium import webdriver # from selenium.webdriver.common.by import By import pymysql import re from bs4 import BeautifulSoup import connsql # import loginzznuoj from selenium.webdriver.support.ui import WebDriverWait from selenium.webdriver.support impo...
"""Temporal VAE with gaussian margial and laplacian transition prior""" import torch import numpy as np import ipdb as pdb import torch.nn as nn import pytorch_lightning as pl import torch.distributions as D from torch.nn import functional as F from .components.beta import BetaVAE_MLP from .metrics.correla...
############################################################################### # # 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 fi...
import os import sys import signal import asyncio import json import time import traceback import typing import socket import re import select import websockets if sys.platform != "win32": import termios import tty else: import msvcrt import win32api from .. import api from ..shared import constants, ...
""" Functions for ionospheric modelling: see SDP memo 97 """ import astropy.units as u import numpy from astropy.coordinates import SkyCoord from data_models.memory_data_models import BlockVisibility from processing_components.calibration.operations import create_gaintable_from_blockvisibility, \ create_gaintabl...
#!/usr/bin/env python3.9 """Tasks file used by the *invoke* command. This simplifies some common development tasks. Run these tasks with the `invoke` tool. """ from __future__ import annotations import sys import os import shutil import getpass from glob import glob from pathlib import Path import keyring import s...
# -*- coding: utf-8 -*- # 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...
import numpy as np from scipy.special import factorial from itertools import permutations, product from pysat.solvers import Minisat22, Minicard from pysat.pb import PBEnc from clauses import build_clauses, build_max_min_clauses from clauses import build_permutation_clauses from clauses import build_cardinality_lits,...
from collections import defaultdict from pathlib import Path from typing import Dict, Iterable, List, Optional, Tuple, Union import networkx as nx import onnx from . import graph_ir as g from .onnx_attr import get_node_shape, node_attr_to_dict, node_to_shape PathLike = Union[str, Path] GraphT = onnx.GraphProto NodeT...
import pygame import random import os import time import neat import visualize import pickle import bcolors as b pygame.font.init() SCORE_MAX = [0, 0, 0] WIN_WIDTH = 600 WIN_HEIGHT = 800 FLOOR = 730 STAT_FONT = pygame.font.SysFont("comicsans", 50) END_FONT = pygame.font.SysFont("comicsans", 70) DRAW_LINES = False WI...
#!/usr/bin/python # Copyright 2018 GRAIL, 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 agr...
#!/usr/bin/env python3 # -*- coding: utf-8 -*- import argparse import glob import os import pygame import random import subprocess import time import maze_map MIN_MARGIN = 32 PROGRESS_BAR_HEIGHT = 8 SELF_DIR = os.path.dirname(os.path.realpath(__file__)) class Game: def __init__(self, map_size: int, maze: bool...
from typing import Union, List, Optional, Tuple, Set from hwt.hdl.operator import Operator from hwt.hdl.operatorDefs import AllOps from hwt.hdl.portItem import HdlPortItem from hwt.hdl.statements.assignmentContainer import HdlAssignmentContainer from hwt.hdl.statements.codeBlockContainer import HdlStmCodeBlockContaine...
"""A wrapper env that handles multiple tasks from different envs. Useful while training multi-task reinforcement learning algorithms. It provides observations augmented with one-hot representation of tasks. """ import random import akro import gym import numpy as np def round_robin_strategy(num_tasks, last_task=No...
import numpy as np np.random.seed(10) import matplotlib.pyplot as plt from mpi4py import MPI # For shared memory deployment: `export OPENBLAS_NUM_THREADS=1` # Method of snapshots def generate_right_vectors(A): ''' A - Snapshot matrix - shape: NxS returns V - truncated right singular vectors ''' ne...
import html import json import re from datetime import date from autoslug import AutoSlugField from django.conf import settings from django.contrib.contenttypes.models import ContentType from django.core.validators import MinLengthValidator from django.db.models.aggregates import Count from django.db import models fr...
"""Classes for use with Yambo Representation of a spectrum. Main functionality is to read from Yambo output, o.qp files and also netcdf databases. """ import re import copy as cp import numpy as np import asetk.atomistic.fundamental as fu import asetk.atomistic.constants as atc from . import cube class Dispersion: ...
class Node: """ A node class used in A* Pathfinding. parent: it is parent of current node position: it is current position of node in the maze. g: cost from start to current Node h: heuristic based estimated cost for current Node to end Node f: total cost of present n...
import threading import traceback import socketserver import struct import time import sys import http.client import json import uuid import config import dns.rdatatype import dns.rdataclass args = config.args QTYPES = {1:'A', 15: 'MX', 6: 'SOA'} custom_mx = uuid.uuid4().hex # https://github.com/shuque/pydig GNUv2...
# Copyright 2014 Google Inc. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); you may not # use this file except in compliance with the License. You may obtain a copy of # the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agre...
import os import re import glob import argparse import pandas as pd list_test = ['alexnet', 'inception3', 'inception4', 'resnet152', 'resnet50', 'vgg16'] # Naming convention # Key: log name # Value: ([num_gpus], [names]) # num_gpus: Since each log...
import re import subprocess import shutil import sys import json import argparse from typing import List, NamedTuple, Optional, Sequence PATTERN_IMPORT_TIME = re.compile(r"^import time:\s+(\d+) \|\s+(\d+) \|(\s+.*)") class InvalidInput(Exception): pass class Import(dict): def __init__(self, name: str, t_s...
import csv import collections import pandas as pd from random import shuffle from tqdm import tqdm def get_all_tokens_conll(conll_file): """ Reads a CoNLL-2011 file and returns all tokens with their annotations in a dataframe including the original sentence identifiers from OntoNotes """ all_toke...
import enum from typing import Any, Dict from jashin.dictattr import * def test_dictattr() -> None: class Test: field1 = ItemAttr[str]() field2 = ItemAttr[str](name="field_2") field3 = ItemAttr[str](default="default_field3") def __dictattr_get__(self) -> Dict[str, Any]: ...
# Copyright 2022 Quantapix 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 applicable l...
#! /usr/bin/env python3.5 # vim:ts=4:sw=4:ai:et:si:sts=4 import argparse import json import re import os import uuid import shutil import sys import requests filterRe = re.compile(r'(?P<block>^%=(?P<mode>.)?\s+(?P<label>.*?)\s+(?P<value>[^\s\n$]+)(?:\s*.*?)?^(?P<section>.*?)^=%.*?$)', re.M | re.S) subItemRe = re.com...
import numpy as np import torch from torch import optim from torch.nn import functional import torch.nn as nn import torch.utils.data from torch.nn import BatchNorm1d, Dropout, LeakyReLU, Linear, Module, ReLU, Sequential,Sigmoid from torch.nn import functional as F from opendp.smartnoise.synthesizers.base import SDGYMB...
from __future__ import annotations import disnake from disnake.ext import commands from typing import TYPE_CHECKING from src.utils.utils import EmbedFactory, ExitButton, SaveButton, add_lines, get_info if TYPE_CHECKING: from src.utils import File def clear_codeblock(content: str): content.strip("\n") ...
import discord, sqlite3, asyncio, utils, re from discord.ext import commands from datetime import datetime TIME_REGEX = re.compile("(?:(\d{1,5})\s?(h|hours|hrs|hour|hr|s|seconds|secs|sec|second|m|mins|minutes|minute|min|d|days|day))+?") TIME_DICT = {"h": 3600, "s": 1, "m": 60, "d": 86400} class TimeConverter...
# Python script uses flask and SQL alchemy to create API requests for weather data from Hawaii. # Import dependencies. import numpy as np import datetime as dt import sqlalchemy from sqlalchemy.ext.automap import automap_base from sqlalchemy.orm import Session from sqlalchemy import create_engine, func from flask impo...
#!/usr/bin/env python # -*- coding: utf-8 -*- # Copyright 2022 HalfMarble LLC # Copyright 2019 <NAME> <<EMAIL>> from hm_gerber_tool.cam import FileSettings import hm_gerber_tool.rs274x from hm_gerber_tool.gerber_statements import * from hm_gerber_ex.gerber_statements import AMParamStmt, AMParamStmtEx, ADParamStmtEx f...
import numpy as np import sqlalchemy as sa from sqlalchemy.dialects import postgresql as psql from sqlalchemy.orm import relationship from sqlalchemy.ext.hybrid import hybrid_property from sqlalchemy.schema import UniqueConstraint from astropy import units as u from .core import Base from .constants import APER_KEY, A...
""" VKontakte OpenAPI and OAuth 2.0 support. This contribution adds support for VKontakte OpenAPI and OAuth 2.0 service in the form www.vkontakte.ru. Username is retrieved from the identity returned by server. """ from django.conf import settings from django.contrib.auth import authenticate from django.utils import s...
from importlib import import_module from django.conf import settings from django.db import models from django.utils.translation import ugettext_lazy as _ from django.utils.translation import ugettext from django.template import loader from django.utils.text import slugify from django.utils import timezone from revers...
# !/usr/bin/python # -*- coding: utf-8 -*- # @time : 2020/5/27 21:18 # @author : Mo # @function: 统计 from text_analysis.utils.text_common import txt_read, txt_write, load_json, save_json, get_all_dirs_files from text_analysis.conf.path_log import logger from collections import Counter from typing import List, Dict...
import ctypes import threading from functools import partial from contextlib import nullcontext from copy import deepcopy import multiprocessing as mp from itertools import zip_longest from typing import Iterable import torch import torch.nn as nn import torch.utils.data import torch_xla.core.xla_model as xm import to...
import os from contextlib import ExitStack from pathlib import Path import pytest from synctogit.git_factory import GitError, git_factory def remotes_dump(remote_name, remote): # fmt: off return ( "%(remote_name)s\t%(remote)s (fetch)\n" "%(remote_name)s\t%(remote)s (push)" ) % locals() ...
# Pathfinding algorithm. import pygame import random class HotTile( object ): def __init__( self ): self.heat = 9999 self.cost = 0 self.block = False class HotMap( object ): DELTA8 = [ (-1,-1), (0,-1), (1,-1), (-1,0), (1,0), (-1,1), (0,1), (1,1) ] EXPENSIVE = 9999 def __init__...
#!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Created on Mon Sep 3 17:20:06 2018 @author: chrispedder A routine to crop sections from the images of different manuscripts in the two datasets to the same size, and with the same magnification, so that the average script size doesn't create a feature that the neura...
#!/usr/bin/env python3 # -*- coding: utf-8 -*- # python3 -m pip install --force -U --user PlexAPI """ Metadata to be handled: * Audiobooks * Playlists -- https://github.com/pkkid/python-plexapi/issues/551 """ import copy import json import time import logging import collections from urllib.parse import urlparse ...
import attr import types from typing import Union from enum import Enum import numpy as np from scipy.optimize import differential_evolution import pygmo as pg class OptimizationMethod(Enum): """ Available optimization solvers. """ SCIPY_DE = 1 PYGMO_DE1220 = 2 @attr.s(auto_attribs=True) class S...
from sly import Lexer from sly import Parser import sys #-------------------------- # While Loop # Del Var # Print stmt # EQEQ, LEQ #-------------------------- #=> This version has parenthesis precedence! class BasicLexer(Lexer): tokens = { NAME, NUMBER, STRING, IF, FOR, PRINT, CREATEFILE, WRITE, EQEQ,...
#!/usr/bin/env python3 """ dycall.exports ~~~~~~~~~~~~~~ Contains `ExportsFrame` and `ExportsTreeView`. """ from __future__ import annotations import logging import pathlib from typing import TYPE_CHECKING import ttkbootstrap as tk from ttkbootstrap import ttk from ttkbootstrap.dialogs import Messagebox from ttkbo...
""" Author: <NAME> - <EMAIL> Description: Transplant from "https://github.com/xunhuang1995/AdaIN-style/blob/master/train.lua" """ import functools import os from collections import OrderedDict import torch import torch.nn as nn from torchvision.models import vgg19 from datasets.utils import denorm from mo...
from __future__ import absolute_import from __future__ import division from __future__ import print_function import os import numpy as np from skimage import draw from skimage import measure from astropy.io import fits from astropy import units as u from astropy import wcs, coordinates from scipy.ndimage.filters impor...
"""Calculate pixel errors for a single run or all runs in an experiment dir.""" import torch import itertools import numpy as np import imageio import argparse import os import glob from model.main import main as restore_model from model.utils.utils import bw_transform os.environ["CUDA_VISIBLE_DEVICES"] = '-1' def...
""" Module that defines Corpus and DocumentSource/DocumentDestination classes which access documents as lines or parts in a file. """ import json from gatenlp.urlfileutils import yield_lines_from from gatenlp.document import Document from gatenlp.corpora.base import DocumentSource, DocumentDestination from gatenlp.cor...
import copy from configuration.configuration import QuestionnaireConfiguration from django.conf import settings from django.core.exceptions import ObjectDoesNotExist from django.db.models import F from django.template.loader import render_to_string from configuration.models import Configuration, Key, Value, Translati...
#coding=utf-8 import matplotlib matplotlib.use("Agg") import tensorflow as tf import argparse import numpy as np from tensorflow.keras.models import Sequential from tensorflow.keras.layers import Conv2D,MaxPooling2D,UpSampling2D,BatchNormalization,Reshape,Permute,Activation from tensorflow.keras.utils imp...
""" Support matrices generation. radmtx module contains two class objects: sender and receiver, representing the ray sender and receiver in the rfluxmtx operation. sender object is can be instantiated as a surface, a list of points, or a view, and these are typical forms of a sender. Similarly, a receiver object can b...
import os import json from collections import OrderedDict import pandas as pd def write_json_to_file(json_data, json_file_path): parsed = json.loads(json_data) parsed = json.dumps(parsed, indent=4, sort_keys=True) obj = open(json_file_path, 'w') obj.write(parsed) obj.close() # replace " with ' ...
#!/usr/bin/env python3 import sys import os import argparse from string import Template import re # Patch site-packages to find numpy import jinja2 if sys.platform.startswith("win"): site_packages_path = os.path.abspath(os.path.join(os.path.dirname(jinja2.__file__), "../../../ext-site-packages")) else: site_packa...
#!/usr/bin/env python # -*- coding: utf-8 -*- import copy import argparse import cv2 as cv import numpy as np import mediapipe as mp from utils import CvFpsCalc def get_args(): parser = argparse.ArgumentParser() parser.add_argument("--device", type=int, default=0) parser.add_argument("--width", help='c...
""" Clip rendering helpers. """ import vapoursynth as vs from enum import Enum from threading import Condition from typing import BinaryIO, Callable, Dict, List, Optional, TextIO, Union from concurrent.futures import Future from functools import partial from .progress import Progress, BarColumn, FPSColumn, TextColumn...
""" A set of functions for extracting header information from PSG objects Typically only used internally in from unet.io.header.header_extractors Each function takes some PSG or header-like object and returns a dictionary with at least the following keys: { 'n_channels': int, 'channel_names': list of strings,...
# -*- coding: utf-8 -*- # Copyright (c) 2011,2014 <NAME> <<EMAIL>> # # Permission to use, copy, modify, and/or distribute this software for any # purpose with or without fee is hereby granted, provided that the above # copyright notice and this permission notice appear in all copies. # # THE SOFTWARE IS PROVIDED "AS I...
#!/usr/bin/env python3 # 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. import copy import io import onnx import torch import torch.onnx.symbolic_helper as sym_help import torch.onnx.symbo...
#!/usr/bin/env python import rospy as rp import numpy as np import math as math from geometry_msgs.msg import PoseStamped, TwistStamped from styx_msgs.msg import Lane, Waypoint from scipy.spatial import KDTree from std_msgs.msg import Int32 ''' This node will publish waypoints from the car's current position to some...
"""Test the module SMOTE ENN.""" # Authors: <NAME> <<EMAIL>> # <NAME> # License: MIT import pytest import numpy as np from sklearn.utils.testing import assert_allclose, assert_array_equal from imblearn.combine import SMOTEENN from imblearn.under_sampling import EditedNearestNeighbours from imblearn.over_sam...
# =========================================================================== # # DATA EXPLORER # # =========================================================================== # # =========================================================================== # ...
#!/usr/bin/env python # -*- coding:utf-8 -*- """================================================================= @Project : Algorithm_YuweiYin/LeetCode-All-Solution/Python3 @File : LC-1728-Cat-and-Mouse-II.py @Author : [YuweiYin](https://github.com/YuweiYin) @Date : 2022-05-10 ==================================...
# vim:ts=4 sw=4 expandtab softtabstop=4 from jsonmerge.exceptions import HeadInstanceError, \ BaseInstanceError, \ SchemaError import jsonschema import re class Strategy(object): """Base class for merge strategies. """ def merge(self, walk,...
from __future__ import division from __future__ import print_function from __future__ import absolute_import from __future__ import unicode_literals import json import numpy as np import scipy.sparse as sparse import defenses import upper_bounds class NumpyEncoder(json.JSONEncoder): def default(self, obj): ...
import numpy as np import pandas as pd import matplotlib.pyplot as plt from scipy import integrate, optimize from scipy.signal import savgol_filter from dane import population as popu dias_restar = 4 # Los últimos días de información que no se tienen en cuenta dias_pred = 31 # Días sobre los cuáles se hará la predic...