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import numpy as np import shutil, sys, os, pickle sys.path.append("..") from SwitchVAE import * from utils import save_volume, data_IO, arg_parser, model from utils import model from tensorflow.keras.models import Model from tensorflow.keras.layers import Input from sklearn.utils import shuffle import time os.envir...
from manim_imports_ext import * import scipy.integrate OUTPUT_DIRECTORY = "bayes/part1" HYPOTHESIS_COLOR = YELLOW NOT_HYPOTHESIS_COLOR = GREY EVIDENCE_COLOR1 = BLUE_C EVIDENCE_COLOR2 = BLUE_E NOT_EVIDENCE_COLOR1 = GREY NOT_EVIDENCE_COLOR2 = GREY_D # def get_bayes_formula(expand_denominator=False): t2c = { ...
"""Calculate student grades by combining data from many sources. Using Pandas, this script combines data from the: * Roster * Homework & Exam grades * Quiz grades to calculate final grades for a class. """ from pathlib import Path import pandas as pd import numpy as np HERE = Path(__file__).parent DATA_FOLDER = HER...
from django.forms import ModelForm from django.contrib.auth.models import User from django import forms #from django.contrib.admin.widgets import AdminDateWidget class usernameForm(forms.Form): username=forms.CharField(max_length=30) class DateForm(forms.Form): date=forms.DateField(widget = forms.SelectDateWidget...
# ----------------------------------------------------------------------------------------------------------------- # format_strings # this code will help you to print variables in text so easy # اهلاً هذا السطر كذا و السطر التالى كذا و السطر السابق كذا # -------------------------------------------------Version 1------...
# -*- coding: utf-8 -*- """ @description: ;列表推导式 @author:XuMing """ from __future__ import print_function from __future__ import unicode_literals import time # 循环可以用来生成列表: values = [2, 2, 3] squares = [] for x in values: squares.append(x ** 2) print(squares) # [4, 4, 9] # 列表推导式可以使用更简单的方法来创建这个列表: values = [3, 8,...
# !/usr/bin/python3 # -*- coding:utf-8 -*- # Author:WeiFeng Liu # @Time: 2021/11/9 下午4:57 import torchvision import torch.nn as nn class my_densenet(nn.Module): def __init__(self): super(my_densenet, self).__init__() self.backbone = torchvision.models.densenet121(pretrained=False) self.f...
import numpy, pylab, matplotlib import random, os, bisect, re class Variables(object): """variables specifying the particulars of the trace and the preferences of the user.""" def __init__(self, F, dt, x=None, #stimulus (zeros vector of length T that has 1s in the frames that have high spi...
import math from multiprocessing import Process, Queue import os import os.path import re import sys import time try: # Python 3 from queue import Empty as EmptyQueueException from queue import Full as FullQueueException except ImportError: # Python 2 from Queue import Empty as EmptyQueueException ...
#!/usr/bin/env python3 from cereal import car from common.conversions import Conversions as CV from selfdrive.car.toyota.tunes import LatTunes, LongTunes, set_long_tune, set_lat_tune from selfdrive.car.toyota.values import Ecu, CAR, ToyotaFlags, TSS2_CAR, NO_DSU_CAR, MIN_ACC_SPEED, EPS_SCALE, EV_HYBRID_CAR, CarControll...
# -*- coding: utf-8 -*- """ Created on Sun Nov 5 00:30:18 2017 """ @author: DELL1 #intial model training code import multiprocessing #from gensim.corpora.wikicorpus import WikiCorpus from gensim.models.word2vec import Word2Vec #from gensim.models import TfidfModel #from gensim.models.word2vec import LineSentence imp...
# -*- coding: utf-8 -*- # Generated by Django 1.11.2 on 2017-07-17 13:31 from __future__ import unicode_literals from django.db import migrations class Migration(migrations.Migration): dependencies = [ ('alerts', '0006_remove_muzzle_hash_null'), ] operations = [ migrations.RenameField( ...
"""LogDict class with JSON log storage format and simple versioning.""" import json, os from collections.abc import MutableMapping from typing import Any, Tuple class LogDict(MutableMapping): """Map-like object with append-only-file logging for persistence. All set and delete operations are written to append...
from ...utilities import db, moocdb_utils from common import * def GetContentSections(vars): resource_type_id = moocdb_utils.GetResourceTypeMap(vars)['content_section'] src_sections = [x for x in vars["resource_list"] if x["_id"]["category"] == 'chapter'] section_index = 1 output_items = [] ...
class Node(): def __init__(self, val): self.val = val self.left = None self.right = None def insert(root, val): new_node = Node(val) parent = None curr = root while curr: parent = curr if curr.val <= val: curr = curr.right else: ...
def f(): try: call() try: nested() except Exception: return 1 except: return 2 try: call2() except Exception: return 2 try: call3a() finally: call3b()
import os import structlog if os.getenv("LOG_RENDER_JSON"): renderer = structlog.processors.JSONRenderer() else: try: import colorama # noqa renderer = structlog.dev.ConsoleRenderer() except ImportError: renderer = structlog.dev.ConsoleRenderer(colors=False) structlog.configure(...
""" Weak optimal ransport solvers """ # Author: Remi Flamary <remi.flamary@polytehnique.edu> # # License: MIT License from .backend import get_backend from .optim import cg import numpy as np __all__ = ['weak_optimal_transport'] def weak_optimal_transport(Xa, Xb, a=None, b=None, verbose=False, log=False, G0=None, ...
# Generated by Django 3.0 on 2020-01-05 15:01 from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): initial = True dependencies = [ ] operations = [ migrations.CreateModel( name='Author', fields=[ ...
import logging from thespian.actors import * from thespian.system.utilis import (thesplog, checkActorCapabilities, foldl, join, fmap, AssocList, actualActorClass) from thespian.system.timing import ExpirationTimer, currentTime from thespian.system....
###Titulo: Leitor de string ###Função: Este programa lê duas string e gera uma terceira com caracteres da primeira ###Autor: Valmor Mantelli Jr. ###Data: 08/01/2019 ###Versão: 0.0.1 # Declaração de variáveis f = "" s = "" t = "" x = 0 #Entrada de dados f = input("Digite a primeira sequência de letras: ") s = ...
#!/bin/bash # This script has moved. management/cli.py "$@"
import typing as T from enum import Enum from pydantic import BaseModel from ..entities import Friend, Member, Anonymous, File, OfflineFile, Device from ..misc import CQParser parser = CQParser() class MessageItemType(Enum): FriendMessage = "FriendMessage" GroupMessage = "GroupMessage" BotMessage = "Bot...
#!/usr/bin/env python # # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ # # Michael A.G. Aivazis # California Institute of Technology # (C) 1998-2003 All Rights Reserved # # <LicenseText> # # ~~~~~~~~~~~~~~...
""" Implementation of Inverse Reinforcement Learning algorithm for Time series""" import torch class MultiModelIRL(torch.nn.Module): def __init__(self, *model_hyperparameters, **kwargs): super(MultiModelIRL, self).__init__() for dictionary in model_hyperparameters: for key in dictiona...
# -*-coding: utf-8 -*- def array_slip(start, end, clip_length): """ 将步长为1的数轴按照 clip_length 的长度切分为 n 个段,返回 N个左闭右开区间[x, y), 最后一个片段的右边界为 end + 1。所以,最好当做 左闭右开区间处理使用,[x, y)。 ----------------------------------[ DEMO ]---------------------------------- def demo(): # ls = [1, 2, 3, 4, 5, 6, 7, 8, 9, ...
from abc import abstractmethod, ABC from domain.failure_monitor import ControllerFailureMonitor from utils.constants import UserAction class IGeneiApp(ABC): @abstractmethod def run(self, **config): pass class GeneiAppSelenium(IGeneiApp): def __init__(self, controller): self.controller ...
from flask import Flask, render_template, send_file, url_for app = Flask(__name__) @app.route('/', methods=['GET', 'POST']) def main(): return render_template("items.html") @app.route('/download') def download(): return send_file('dummy.pdf')
# Copyright 2011 OpenStack Foundation # 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 requ...
from app.clients import (Client, ClientException) class SmsClientResponseException(ClientException): ''' Base Exception for SmsClientsResponses ''' def __init__(self, message): self.message = message def __str__(self): return "Message {}".format(self.message) class SmsClient(Cl...
# Copyright (c) The PyAMF Project. # See LICENSE.txt for details. """ Tests pyamf.util.imports @since: 0.3.1 """ import unittest import sys import os.path from pyamf.util import imports class InstalledTestCase(unittest.TestCase): """ Tests to ensure that L{imports.finder} is installed in L{sys.meta_path} ...
import argparse import cv2 import numpy as np import sys import mxnet as mx import datetime from skimage import transform as trans import sklearn from sklearn import preprocessing class Embedding: def __init__(self, prefix, epoch, ctx_ids=None): if ctx_ids is None: ctx_ids = [0] print('loading',prefix,...
# -*- coding: UTF-8 -*- from math import e import os from typing import final from numpy.lib.type_check import _imag_dispatcher import pandas as pd import shutil import numpy as np import cv2 import random from tqdm import tqdm import pyfastcopy import json,sklearn from sklearn.model_selection import train_test_split ...
def createMatrix() : print('***TO CREATE MATRIX***') rows = int(input('Enter number of rows: ')) cols = int(input('Enter number of columns: ')) matrix = [] for i in range(rows) : a = [] for j in range(cols) : a.append(int(input())) matrix.append(a) return matrix matrix1 = createMatrix() print('mat...
'''Michael Lange <klappnase (at) freakmail (dot) de> The ToolTip class provides a flexible tooltip widget for Tkinter; it is based on IDLE's ToolTip module which unfortunately seems to be broken (at least the version I saw). INITIALIZATION OPTIONS: anchor : where the text should be positioned inside the widget, ...
class Solution: def subtractProductAndSum(self, n: int) -> int: p = 1 s = 0 while n : d = n%10 p *= d s += d n = n //10 return p - s
import argparse import tensorflow as tf import numpy as np import os from dispnet import DispNet from util import get_var_to_restore_list from matplotlib import pyplot as plt import cv2 # INPUT_SIZE = (384, 768, 3) # INPUT_SIZE = (540, 960, 3) DOWNGRADE_FACTOR = 64 def pad_image(immy,down_factor = DOWNGRADE_FACTOR): ...
#!/usr/bin/env python import os import vtk def main(): colors = vtk.vtkNamedColors() fileNames, useRibbons = get_program_parameters() useTubes = not useRibbons # Set up the stocks renderers = list() topRenderer = vtk.vtkRenderer() bottomRenderer = vtk.vtkRenderer() renderers.appen...
import io import pathlib import uuid import numpy as np import skimage.io import skimage.color import skimage.filters import skimage.metrics import skimage.morphology import skimage.segmentation import skimage.transform from PIL import Image as PILImage from sklearn.cluster import KMeans class Image: small_ra...
#!/usr/bin/env python import base_filters COPY_GOOGLE_DOC_KEY = '1PoDrRRPufsx5vayiNE8J6Ya0GuzKZma5YHfCBRRGED4' USE_ASSETS = False # Use these variables to override the default cache timeouts for this graphic # DEFAULT_MAX_AGE = 20 # ASSETS_MAX_AGE = 300 JINJA_FILTER_FUNCTIONS = base_filters.FILTERS
# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. # SPDX-License-Identifier: Apache-2.0 class SeedGenerator: def __init__(self, seed): self.seed = seed self.counters = dict() def next(self, key='default'): if self.seed == None: return None if...
# -*- coding: utf-8 -*- from __future__ import absolute_import, unicode_literals import logging import pymongo import string import random from django.core.cache import cache from contextlib import contextmanager from dbaas_credentials.models import CredentialType from . import BaseDriver from . import DatabaseInfraSta...
import telegram from . import start from . import add_feed from . import remove_feed def register_commands(dispatcher: telegram.ext.Dispatcher): def add_all(handlers): for handler in handlers: dispatcher.add_handler(handler) add_all(start.get_handlers()) add_all(add_feed.get_handlers()) add_all(remove_fee...
from django.shortcuts import render def faq(request): return render(request, 'faq/faq.html')
from django import forms from mayan.apps.views.forms import DetailForm from .models import Theme, UserThemeSetting class ThemeForm(forms.ModelForm): class Meta: fields = ('label', 'logo','stylesheet','navbarcolor','menucolor') model = Theme class UserThemeSettingForm(forms.ModelForm): clas...
#MenuTitle: Add Extremes to Selection # -*- coding: utf-8 -*- from __future__ import division, print_function, unicode_literals __doc__=""" Adds extreme points to selected paths. """ thisFont = Glyphs.font thisLayer = thisFont.selectedLayers[0] for path in thisLayer.paths: if path.selected: path.addNodesAtExtremes...
from .. utils import TranspileTestCase, BuiltinFunctionTestCase class BytearrayTests(TranspileTestCase): pass class BuiltinBytearrayFunctionTests(BuiltinFunctionTestCase, TranspileTestCase): function = "bytearray" is_flakey = [ 'test_set', 'test_frozenset', ]
""" Django settings for diehard project. Generated by 'django-admin startproject' using Django 3.0.3. For more information on this file, see https://docs.djangoproject.com/en/3.0/topics/settings/ For the full list of settings and their values, see https://docs.djangoproject.com/en/3.0/ref/settings/ """ import os im...
# -*- coding: utf-8 -*- # @Time : 2018/1/9 15:09 # @Author : HLin # @Email : linhua2017@ia.ac.cn # @File : __init__.py.py # @Software: PyCharm
load( "@io_bazel_rules_scala//scala/private:rule_impls.bzl", _scala_library_impl = "scala_library_impl", _scala_library_for_plugin_bootstrapping_impl = "scala_library_for_plugin_bootstrapping_impl", _scala_macro_library_impl = "scala_macro_library_impl", _scala_binary_impl = "scala_binary_impl",...
#!/usr/bin/env python # # this script generate supervisord configs for running a test network on loopback # from argparse import ArgumentParser as AP from configparser import ConfigParser as CP import os def svcNodeName(id): return 'svc-node-%03d' % id def clientNodeName(id): return 'client-node-%03d' % id def...
""" Split BatchNorm A PyTorch BatchNorm layer that splits input batch into N equal parts and passes each through a separate BN layer. The first split is passed through the parent BN layers with weight/bias keys the same as the original BN. All other splits pass through BN sub-layers under the '.aux_bn' namespace. Thi...
from setuptools import setup setup( name = 'search_kwic', packages = ['search_kwic'], version = '0.2', description = 'Tool for KWIC representation of paralleltext. Find a word in the parallel text corresponding to query in the original text.', author = 'Maria Terekhina', author_email = 'maria.myslina@gmail...
from signal import pause from bluedot import BlueDot bd = BlueDot() def double_pressed(): print("double pressed") bd.when_double_pressed = double_pressed pause()
# Generated by Django 2.0.8 on 2018-08-22 14:03 from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): initial = True dependencies = [ ('partners', '0001_initial'), ('chatty_users', '0001_initial'), ] operations = [ ...
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (c) 2016 Red Hat, Inc. # # This file is part of Ansible # # Ansible 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, ...
import pdf_to_json as p2j import json url = "file:data/multilingual/Latn.KTU/Sans_12/udhr_Latn.KTU_Sans_12.pdf" lConverter = p2j.pdf_to_json.pdf_to_json_converter() lConverter.mImageHashOnly = True lDict = lConverter.convert(url) print(json.dumps(lDict, indent=4, ensure_ascii=False, sort_keys=True))
# -*- coding: utf-8 -*- """ Created on Mon Dec 7 17:38:20 2020 @author: Admin This is to generate the illustration of stimulations """ import matplotlib.pyplot as plt import numpy as np import MotionClouds as mc import matplotlib matplotlib.rcParams['pdf.fonttype'] = 42 matplotlib.rcParams['ps.fonttype'] = 42 B_t...
from click.testing import CliRunner import pytest from pgbedrock import cli from conftest import Q_GET_ROLE_ATTRIBUTE, NEW_USER @pytest.mark.usefixtures('drop_users_and_objects') def test_configure_defaults_to_check_mode(cursor, tiny_spec, db_config): # Assert that we start without the role we are trying to add ...
# --------------------------------------------------------- # IOU Tracker # Copyright (c) 2017 TU Berlin, Communication Systems Group # Licensed under The MIT License [see LICENSE for details] # Written by Erik Bochinski # --------------------------------------------------------- import numpy as np import csv def lo...
############################################################################### # # Tests for XlsxWriter. # # Copyright (c), 2013-2015, John McNamara, jmcnamara@cpan.org # import unittest from ...compatibility import StringIO from ...styles import Styles class TestWriteStyleXf(unittest.TestCase): """ Test th...
try: a=3 if a<4: b=a/(a-3) print(b) except(ZeroDivisionError): print("dividing num by 0: " )
#!/opt/anaconda3/bin/python3 """ Class definitions and a main routine to simulate traffic """ import os import subprocess import glob import numpy as np import matplotlib.pyplot as plt class Car: """ A class for modeling cars in traffic """ def __init__(self, aggression=1.0, ahead=None): """ Construc...
""" Copyright (c) 2017 Red Hat, Inc All rights reserved. This software may be modified and distributed under the terms of the BSD license. See the LICENSE file for details. """ from __future__ import unicode_literals, absolute_import import fnmatch import hashlib import koji import os from atomic_reactor import util...
# 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, ...
#!/usr/bin/env python # -*- coding: utf-8 -*- from setuptools import setup, find_packages version = '0.1.0' setup( author="seekplum", author_email='1131909224m@sina.cn', classifiers=[ 'Programming Language :: Python :: 2.7', ], description="leetcode", install_requires=[ ], scr...
import json from lib import node from lib.generator import predicate_function from lib.generator import predicate_function_declaration with open("json/adlam.json", "r") as stream: data = json.load(stream) nd = node.RootNode() for dat in data: nd.extend(dat, True) with open("dist/is_adlam_unicos.h", "w") as st...
from typing import List, Optional, Union import numpy as np from scvi import REGISTRY_KEYS from scvi.data import AnnDataManager from scvi.data._utils import get_anndata_attribute from ._concat_dataloader import ConcatDataLoader class SemiSupervisedDataLoader(ConcatDataLoader): """ DataLoader that supports ...
# Escreve todos os números pares de 1 a 50. #print('Números pares de 1 a 50.') #for i in range(1,51,1): # if i % 2 ==0: # Se for par, o resto da dívisão com 2 é igual a 0. # print(i, end=' ') print('Números pares de 1 a 50.') for i in range(2, 51, 2): print(i, end=' ') # end-for
# coding: utf-8 """ Url2Src APIs Url to Image src urls.<BR />[Endpoint] https://api.apitore.com/api/15 # noqa: E501 OpenAPI spec version: 0.0.1 Generated by: https://github.com/swagger-api/swagger-codegen.git """ from __future__ import absolute_import import unittest import swagger_client f...
import math import os import sys import tempfile from datetime import date, datetime, time, timedelta from decimal import Decimal from enum import Enum, IntEnum from ipaddress import IPv4Address, IPv4Interface, IPv4Network, IPv6Address, IPv6Interface, IPv6Network from pathlib import Path from typing import ( Any, ...
""" Wolfram|Alpha Adapter is an adapter which is used to fetch results from the Wolfram ALpha server MARKS LICENSE AND ATTRIBUTION"Wolfram|Alpha Marks" means the trade names, trademarks, service marks, logos, domain names and other distinctive marks of Wolfram|Alpha. Wolfram|Alpha grants You a non-exclusive license to...
def findDecision(obj): #obj[0]: Passanger, obj[1]: Weather, obj[2]: Time, obj[3]: Coupon, obj[4]: Coupon_validity, obj[5]: Gender, obj[6]: Age, obj[7]: Maritalstatus, obj[8]: Children, obj[9]: Education, obj[10]: Occupation, obj[11]: Income, obj[12]: Bar, obj[13]: Coffeehouse, obj[14]: Restaurant20to50, obj[15]: Direct...
import os from pyspedas.utilities.dailynames import dailynames from pyspedas.utilities.download import download from pyspedas.analysis.time_clip import time_clip as tclip from pytplot import cdf_to_tplot from .config import CONFIG def load(trange=['2013-11-5', '2013-11-6'], instrument='mgf', dataty...
""" Every email consists of a local name and a domain name, separated by the @ sign. For example, in alice@leetcode.com, alice is the local name, and leetcode.com is the domain name. Besides lowercase letters, these emails may contain '.'s or '+'s. If you add periods ('.') between some characters in the local name ...
from card import Card class Deck: def __init__(self): """ Encapsulates a list of Card objects :return: None """ self.cards = [] # initialize deck suits = ['Clubs', 'Diamonds', 'Hearts','Spades'] ranks = ['Ace','2','3','4','5','6','7','8','9',...
"""XKCD Search Syntax: .xkcd <search>""" from telethon import events import asyncio import json import requests from urllib.parse import quote from userbot.utils import admin_cmd @borg.on(admin_cmd(pattern="xkcd ?(.*)")) async def _(event): if event.fwd_from: return input_str = event.pattern_match.gro...
"""AyudaEnPython: https://www.facebook.com/groups/ayudapython # ------------------------ Enunciado Original ------------------------- Pedir al usuario la cantidad de números de la secuencia de Fibonacci que desea ver. Por ejemplo si el usuario digita 10, deberá mostrarse en pantalla la secuencia: 1, 1, 2, 3, 5, 8, 13...
import ev3dev.ev3 as ev3 class Sounds: def __init__(self): self.sounds = ev3.Sound def say_red(self): self.sounds.speak("red").wait() def say_blue(self): self.sounds.speak("blue").wait() def say_white(self): self.sounds.speak("white").wait() def say_black(self)...
# coding: utf-8 """ Kubernetes No description provided (generated by Swagger Codegen https://github.com/swagger-api/swagger-codegen) OpenAPI spec version: v1.12.1 Generated by: https://github.com/swagger-api/swagger-codegen.git """ from __future__ import absolute_import import os import sys i...
from PyQt4 import QtCore, QtGui class MessageCompose(QtGui.QTextEdit): def __init__(self, parent = 0): super(MessageCompose, self).__init__(parent) self.setAcceptRichText(False) # we'll deal with this later when we have a new message format self.defaultFontPointSize = self.currentFont(...
# flake8: noqa from .utils import json_encoder_default from collections import defaultdict from future.builtins import zip import json import logging log = logging.getLogger(__name__) def decode(value): if isinstance(value, DatastoreList): return value elif isinstance(value, DatastoreDict): ...
import requests dbc_username = "username here" # deathbycaptcha username dbc_password = "password here" # deathbycaptcha password target_site_link = "https://link to the login/form that contains captcha" def submitCaptcha(site_key): link = "http://api.dbcapi.me/api/captcha" headers = { 'Expect': '',...
#from org.openrdf.model import * #from org.openrdf.query import * #from org.openrdf.repository import * #from org.openrdf.rio import * #from org.openrdf.repository.sail import * #from org.openrdf.repository.manager import RemoteRepositoryManager #from org.openrdf.query.resultio import * ##from org.openrdf.repository.sa...
# Copyright Amazon.com, Inc. or its affiliates. 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. A copy of # the License is located at # # http://aws.amazon.com/apache2.0/ # # or in the "license" file accompan...
import sys sys.path.append("../") from settings import (NES_PALETTE_HEX, animation_settings) from core import sprite ArthurArmoredRunRight01 = sprite( palette = { "b":NES_PALETTE_HEX[0, 13], "w":NES_PALETTE_HEX[3, 0], "r":NES_PALETTE_HEX[0, 6], "o":NES_PALETTE_HEX[1, 8], "s"...
import torch from d2l import torch as d2l if __name__ == "__main__": x = torch.arange(-8.0, 8.0, 0.1, requires_grad=True) sigmoid = 2 * torch.sigmoid(2 * x) tanh = torch.tanh(x) + 1 d2l.plot(x.detach(), tanh.detach(), "x", "tanh(x) + 1", figsize=(5, 2.5)) d2l.plot( x.detach(), sigmoid.detac...
# Copyright 2017 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 applicab...
# Linear Regression: L1 vs L2 #---------------------------------- # # This function shows how to use TensorFlow to # solve linear regression via the matrix inverse. import matplotlib.pyplot as plt import numpy as np import tensorflow as tf from sklearn import datasets from tensorflow.python.framework import ops ops.re...
from fusearch.index import Index from fusearch.tokenizer import Tokenizer, tokfreq from pony.orm import * from fusearch.model import Document from nose.tools import * from fusearch.util import compose class NaiveTokenizer(Tokenizer): def tokenize(self, x): return x.split() def test_query(): index = ...
import os no_images = 600 noise_epsilons = [0.5, 1.0] os.system(f'ipython AdversarialImageNet.py -- --command measure_accuracy --no_images 50000') #os.system(f'ipython AdversarialImageNet.py -- --command generate_conventional_from_validation --no_images {no_images}') #os.system(f'ipython AdversarialImageNet.py -- --c...
from django.forms import ModelForm from django.contrib.auth.forms import UserCreationForm from django import forms from django.contrib.auth.models import User from .models import * class naive_userForm(ModelForm): class Meta: model = naive_user fields = '__all__' class createuserform(UserCreationForm): class M...
# -*- coding: utf-8 -*- """ flask_caching.backends.simple ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ The simple cache backend. :copyright: (c) 2018 by Peter Justin. :copyright: (c) 2010 by Thadeus Burgess. :license: BSD, see LICENSE for more details. """ import logging from time import time from flask_cac...
import scdrs import os import subprocess import pandas as pd import numpy as np import tempfile from .test_method_score_cell_main import compare_score_file def test_score_cell_cli(): """ Test CLI `scdrs compute-score` """ # Load toy data ROOT_DIR = scdrs.__path__[0] H5AD_FILE = os.path.join(RO...
""" The MIT License (MIT) Copyright (c) 2020 James 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, publis...
# code was heavily based on https://github.com/clovaai/stargan-v2 # Users should be careful about adopting these functions in any commercial matters. # https://github.com/clovaai/stargan-v2#license from paddle.fluid.layers.nn import soft_relu from .base_model import BaseModel from paddle import nn import paddle impor...
#!/usr/bin/env python from setuptools import setup, find_packages import os __doc__ = """ App for Django featuring improved form base classes. """ version = '1.2.1.dev0' def read(fname): return open(os.path.join(os.path.dirname(__file__), fname)).read() setup( name='django-betterforms', version=versio...
from kivy.metrics import dp from kivy.uix.widget import Widget from kivymd.uix.button import MDRaisedButton from kivymd.uix.datatables import MDDataTable from kivymd.uix.screen import MDScreen class KitchenSinkDataTables(MDScreen): def open_table(self, use_checkbox_state, use_pagination_state): data_tabl...
""" Purpose: For use in the Reinforcement Learning course, Fall 2018, University of Alberta. Gambler's problem environment using RLGlue. """ from rl_glue import BaseEnvironment import numpy as np class Environment(BaseEnvironment): def __init__(self): """Declare environment variables.""" def e...
from azureml.pipeline.core import PipelineEndpoint from azureml.core import Workspace from azureml.core.authentication import ServicePrincipalAuthentication from azureml.core.authentication import AzureCliAuthentication import os from azureml.core import Run run = Run.get_context() ws = run.experiment.workspace ...