text string | size int64 | token_count int64 |
|---|---|---|
from guniflask.config import settings
from guniflask.web import blueprint, get_route
@blueprint
class ConfigController:
def __init__(self):
pass
@get_route('/settings/<name>')
def get_setting(self, name):
return {name: settings[name]}
| 266 | 83 |
from ._base_trainer import _BaseTrainer, MeasureMemory
import pathlib
import torch.multiprocessing as mp
import torch
from torch import nn
import horovod.torch as hvd
import numpy as np
import xarray as xr
import itertools
from .flow_dataset import FlowDataset
from .unet import UNet
import sys
from .visualization impor... | 14,062 | 4,707 |
from spinup import vpg
import tensorflow as tf
import numpy as np
from gym.spaces import Box, Discrete
from envs.focal_point_task_us_env import FocalPointTaskUsEnv
from envs.phantom import (
ScatterersPhantom,
Ball,
Teddy
)
from envs.imaging import ImagingSystem, Probe
from envs.generator import ConstPhanto... | 5,557 | 2,075 |
import sys,os
sys.path.append('/home/zongdaoming/cv/multi-organ/multi-organ-ijcai')
from lib.losses.BaseClass import _AbstractDiceLoss
from lib.losses.basic import *
class DiceLoss(_AbstractDiceLoss):
"""Computes Dice Loss according to https://arxiv.org/abs/1606.04797.
For multi-class segmentation `weight` pa... | 791 | 254 |
# encoding: utf-8
#
# Copyright (c) 2019 Dean Jackson <deanishe@deanishe.net>
#
# MIT Licence. See http://opensource.org/licenses/MIT
#
# Created on 2019-09-06
#
"""Overlay check mark on icons."""
from __future__ import print_function, absolute_import
from Cocoa import (
NSBitmapImageRep,
NSPNGFileType,
... | 1,190 | 408 |
import datetime
from threading import Thread
from time import sleep
import DBC.dbcreate as dbc
class Tracker(Thread):
max_idle_time = 720 # minutes
default_sleep = 3600 # secs
def track(self):
dbcl = dbc.DBClient()
# print(dbcl.getlasttime())
print("Tracker activated")
... | 2,491 | 759 |
# 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 required by applicable law or ag... | 39,197 | 12,045 |
A = ['a','b']
B = ['c','b','a']
def generatehash(A):
hashA = {}
for item in A:
if item not in hashA:
hashA[item] = 1
else:
hashA[item] += 1
return hashA
def compareHash(A, B):
lenA = len(A)
lenB = len(B)
hashA = generatehash(A)
if lenB < lenA:
... | 592 | 214 |
# Importing required packages:
import pandas as pd
from tkinter import *
from tkinter.ttk import *
root = Tk()
# To visualize input DataFrame:
def generate_plot(gui_root, df, x_axis, y_axis=None,
plot={'type':None, 'hue':None},
aesthetics={'style':'whitegrid', 'palette':'... | 2,904 | 1,220 |
import os
import torch
from torch.utils.data import DataLoader, TensorDataset
import requests
import io
import zipfile
from .data_reader import read_vocabulary, read_lm_data, lm_data_producer
from .pre_process_wikitext import pre_process
def get_dataset(dataset, batch_size, device):
"""
Returns data iterator... | 4,737 | 1,691 |
from tkinter import *
#Cria a nossa tela
instancia = Tk()
#Dá um título a tela
instancia.title('Calculadora para Estatística')
#Dá um tamanho a tela
instancia.geometry("800x600")
#Dá um ícone ao aplicativo
#instancia.wm_iconbitmap('icone.ico')
#Inicia o programa
instancia.mainloop()
| 289 | 116 |
# -*- coding: utf-8 -*-
"""
Created on Sat Mar 19 09:42:09 2022
@author: iaala
"""
import requests
import sql_configs
import datetime
import os
from bs4 import BeautifulSoup
import time
from find_tables import (
table_information_one,
table_information_two,
table_information_three,
table_information_... | 6,235 | 1,779 |
def fibonacci_iterative(n):
previous = 0
current = 1
for i in range(n - 1):
current_old = current
current = previous + current
previous = current_old
return current
def fibonacci_recursive(n):
if n == 0 or n == 1:
return n
else:
return fibonacci_recursive... | 357 | 122 |
from django.urls import resolve, reverse
from django.test import TestCase
from matches.views import matches_index
from matches.models import Match
class AllMatchesTests(TestCase):
def setUp(self):
self.match = Match.objects.create(
match_id=1,
home_team='Netherlands',
g... | 1,002 | 311 |
from typing import Callable, Tuple
import numpy as np
def posterior_factory(y: np.ndarray, sigma_y: float, sigma_theta: float) -> Tuple[Callable]:
"""The banana distribution is a distribution that exhibits a characteristic
banana-shaped ridge that resembles the posterior that can emerge from
models that ... | 5,871 | 1,799 |
from binaryninja import (
Architecture,
BranchType,
FlagRole,
InstructionInfo,
LowLevelILFlagCondition,
RegisterInfo,
)
from .instructions import TYPE3_INSTRUCTIONS, Instruction, Registers
from .lifter import Lifter
class MSP430(Architecture):
name = "msp430"
address_size = 2
defa... | 3,141 | 1,061 |
__all__ = [
'session',
'event',
'profile',
'consent',
'segment',
'source',
'rule',
'entity'
]
| 126 | 50 |
from salience_metrics import auc_judd, auc_shuff, cc, nss, similarity, normalize_map
"""
DHF1K paper: "we employ five classic met-rics, namely Normalized Scanpath Saliency (NSS), Sim-ilarity Metric (SIM), Linear Correlation Coefficient (CC),AUC-Judd (AUC-J), and shuffled AUC (s-AUC).""
"""
import cv2
import o... | 3,868 | 1,430 |
import pytest
from thefuck.rules.pacman_invalid_option import get_new_command
from thefuck.rules.pacman_invalid_option import match
from thefuck.types import Command
good_output = """community/shared_meataxe 1.0-3
A set of programs for working with matrix representations over finite fields
"""
bad_output = "erro... | 1,061 | 364 |
# Copyright 2019 D-Wave Systems 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... | 11,329 | 2,982 |
import os
def test_development_config(test_app):
test_app.config.from_object('flask_ecom_api.config.DevelopmentConfig')
assert not test_app.config['TESTING']
assert test_app.config['SQLALCHEMY_DATABASE_URI'] == os.environ.get('DATABASE_URL')
def test_testing_config(test_app):
test_app.config.from_ob... | 739 | 260 |
from django import forms
from django.core import validators
from django.core.exceptions import ValidationError
from leasing.enums import (
InfillDevelopmentCompensationState,
LeaseState,
TenantContactType,
)
from leasing.models import Contact, DecisionMaker, District, LeaseType, Municipality
from leasing.v... | 6,122 | 1,778 |
# polls/management/commands/create_admin_user.py
import sys
import logging
from django.core.management.base import BaseCommand, CommandError
from django.contrib.auth.models import User
from django.conf import settings
class Command(BaseCommand):
help = 'Creates the initial admin user'
def handle(self, *args... | 675 | 182 |
import unirest
import json
import requests
import os
import subprocess
import time
import argparse
rootUrl = "https://api.unsplash.com/"
unirest.default_header("Accept", "application/json")
unirest.default_header("Accept-Version", "v1")
unirest.default_header("Authorization","<CLIENT-ID>")
def downloadPic(randomPic_... | 1,597 | 524 |
# Copyright (c) 2017, Somia Reality Oy
# All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
# 1. Redistributions of source code must retain the above copyright
# notice, this list of conditions an... | 2,358 | 835 |
from datetime import datetime
class Base(object):
date_format = '%Y-%m-%d'
time_format = '%H:%M:%S'
datetime_format = date_format + 'T%s' % time_format
full_datetime_format = date_format + 'T' + time_format + '.%f'
iso_format = date_format + 'T%sZ' % time_format
standard_datetime_format = date... | 878 | 268 |
from caching.base import CachingManager, CachingMixin
from django.db import models
from tsdata.models import CensusProfile
PURPOSE_CHOICES = (
(1, "Speed Limit Violation"),
(2, "Stop Light/Sign Violation"),
(3, "Driving While Impaired"),
(4, "Safe Movement Violation"),
(5, "Vehicle Equipment Violat... | 5,641 | 1,947 |
from .login import LoginForm
from .registration import RegistrationForm
| 74 | 19 |
from django.urls import path
from django.contrib import admin
from rest_framework_swagger.views import get_swagger_view
from .views import notification
schema_view = get_swagger_view(title='MAIL API')
urlpatterns = [
path('front/betsy/irish/embargo/admin/', admin.site.urls),
# Swagger API
path(
... | 552 | 165 |
from unittest import mock
SOCK_STREAM = 0
set_interface = mock.Mock()
interface = mock.MagicMock()
getaddrinfo = mock.Mock()
socket = mock.Mock()
class Mocket:
def __init__(self, response):
self.settimeout = mock.Mock()
self.close = mock.Mock()
self.connect = mock.Mock()
self.sen... | 1,097 | 344 |
# -*- coding: utf-8 -*-
import api,points
from api.bottle import *
II_PATH=os.path.dirname(__file__) or '.'
TEMPLATE_PATH.insert(0,II_PATH)
@route('/list.txt')
def list_txt():
response.set_header ('content-type','text/plain; charset=utf-8')
lst = api.load_echo(False)[1:]
if request.query.n:
retur... | 2,228 | 889 |
#!/usr/bin/env python
from ncclient import manager
import sys
from lxml import etree
# Set the device variables
DEVICES = ['172.16.30.101', '172.16.30.102']
USER = 'admin'
PASS = 'admin'
PORT = 830
LOOPBACK_IP = {
'172.16.30.101': '10.99.99.1/24',
'172.16.30.102': '10.99.99.2/24'
}
DEVICE_NAMES = {'172.16.3... | 2,080 | 704 |
# To run this file, Win Start > cmd > file dir > run: python spacex_dash_app.py
# Import required libraries
import pandas as pd
import dash
from dash import html
from dash import dcc
from dash.dependencies import Input, Output
import plotly.express as px
# Read the airline data into pandas dataframe
spacex_df = pd.rea... | 5,704 | 1,615 |
"""
The best randomly-searched ResNet reported in the paper.
In the original paper there is a bug. This network sums together layers after
the ReLU nonlinearity, which are not Gaussian, and also do not have mean 0. As
a result, the overall network does not converge to a Gaussian process. The
defined kernel is still va... | 1,430 | 527 |
import matplotlib.pyplot as plt
import numpy as np
# daily search trend for keyword 'flowers' for a year
d = [
1.04, 1.04, 1.16, 1.22, 1.46, 2.34, 1.16, 1.12, 1.24, 1.30, 1.44, 1.22, 1.26,
1.34, 1.26, 1.40, 1.52, 2.56, 1.36, 1.30, 1.20, 1.12, 1.12, 1.12, 1.06, 1.06,
1.00, 1.02, 1.04, 1.02, 1.06, 1.02, 1.04, 0.98, 0... | 2,956 | 2,545 |
from dataclasses import dataclass
import logging
from attributes import get_ability_modifier
from sourcetree.utils import (
get_feats_list,
get_feat_perks,
get_feat_proficiencies,
get_feat_requirements,
)
from stdio import prompt
log = logging.getLogger("thespian.tweaks")
class AbilityScoreImproveme... | 22,427 | 5,689 |
class ImpuritySpecies(object):
# For storing OpenADAS data related to a particular impurity species
# Loosely based on cfe316/atomic/atomic_data.py/AtomicData class (although with much less code since
# all of the F77 importing is done in the seperate <<make json_update>> code since BOUT++ protocol
# requires fort... | 4,135 | 1,414 |
import os
import platform
import numpy
class Matrix:
def __init__(self):
if platform.system() == "Windows":
self.delimiterForPath = "\\"
else:
self.delimiterForPath = "/"
self.labelsDType = numpy.int32
self.imagesDType = numpy.float32
def deleteRows(se... | 9,213 | 2,686 |
# -*- coding: utf-8 -*-
# Copyright (c) 2018 Tigera, 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 re... | 7,906 | 2,408 |
def global_alignment(seq1, seq2, score_matrix, penalty):
len1, len2 = len(seq1), len(seq2)
s = [[0] * (len2 + 1) for i in range(len1 + 1)]
backtrack = [[0] * (len2 + 1) for i in range(len1 + 1)]
for i in range(1, len1 + 1):
s[i][0] = - i * penalty
for j in range(1, len2 + 1):
s[0][j]... | 4,359 | 1,718 |
import os, sys
project_path = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
sys.path.append(project_path)
import pickle
def construct_tree_for_visual(tree, node_info_key, depth=0):
tree_for_visual = {'smiles': 'http://askcos.mit.edu/draw/smiles/' + str(tree['smiles']).replace('#', '%23'),
... | 10,039 | 3,657 |
'''
Homework assignment for the 'Python is easy' course by Pirple.
Written be Ed Yablonsky.
Snowman(Hangman) game.
'''
from os import (
name as os_name,
system as system_call,
)
from os.path import (
abspath,
dirname,
join as join_path,
)
'''
Screen displays game output
'''
class Screen:
de... | 3,955 | 1,225 |
"""
Created on Jul 5, 2012
@author: lichtens
"""
import csv
import os
class GenericTsvReader(object):
"""
Read a TSV file.
This class wraps a DictReader, but handles comments, which are not handled gracefully in the python csv library.
The next() method assumes user is interested in the ... | 2,569 | 706 |
"""
==========================================================
Fitting model on imbalanced datasets and how to fight bias
==========================================================
This example illustrates the problem induced by learning on datasets having
imbalanced classes. Subsequently, we compare different approac... | 12,376 | 3,818 |
#!/usr/bin/python
import argparse
import re
parser = argparse.ArgumentParser(description='Fix page breaks in War of The Rebellion text')
parser.add_argument('files', nargs='*',
help='Files to process')
args = parser.parse_args()
for file in args.files:
outfile = open(file + ".joined-pagebreak", ... | 3,949 | 1,653 |
def main(file: str) -> None:
depth = 0
distance = 0
aim = 0
with open(f"{file}.in") as f:
for line in f.readlines():
line = line.rstrip().split(" ")
command = line[0]
unit = int(line[1])
if command == "forward":
distance += unit
... | 570 | 169 |
import numpy as np
import tensorflow as tf
import tf_seal.python.ops.seal_ops as ops
from tensorflow.python.keras.utils import tf_utils
from tensorflow.python.client import session as tf_session
from tensorflow.python.framework import ops as tf_ops
class Tensor(object):
def __init__(self, value, secret_key, publ... | 6,068 | 2,083 |
from django.core.exceptions import ObjectDoesNotExist
from django.contrib import admin
from django.utils.translation import ugettext_lazy as _
from django.shortcuts import render
from django.conf import settings
from .models import Language, Type, MusicFocus, Category, Topic, RTRCategory, Host, Note, RRule, Schedule, ... | 25,087 | 7,106 |
import hashlib
import json
from time import time
import pytest
from app.chaine.blockchain import Blockchain
@pytest.fixture
def first_block():
return {
'index': 1,
'timestamp': time(),
'transactions': [],
'proof': 1989,
'previous_hash': 1,
}
def test_initialization_... | 2,177 | 760 |
# from django.conf.urls import patterns, url, include
# from django.views.generic import TemplateView
# from . import views, APP_NAME
#
# urlpatterns = patterns('',
# url(r'^$', views.index, name='%s.index' % APP_NAME),
# )
from django.urls import path, re_path, include
from . import views, APP_NAME
from .api impo... | 886 | 328 |
import os
import glob
import json
from pathlib import Path
from flask_restful import Api, Resource, reqparse
from flask_jwt_extended import jwt_required
from flask import Flask, request, escape, make_response, send_from_directory
import utils
# incase you can't install ansi2html it's won't break the api
try:
from ... | 1,721 | 513 |
"""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... | 13,534 | 4,488 |
# Generated by Django 3.2.3 on 2021-06-03 00:35
from django.db import migrations, models
class Migration(migrations.Migration):
initial = True
dependencies = [
]
operations = [
migrations.CreateModel(
name='Livro',
fields=[
('id', models.BigAutoField... | 865 | 262 |
# Copyright (c) 2018, 2019, Oracle and/or its affiliates. All rights reserved.
# DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS FILE HEADER.
#
# The Universal Permissive License (UPL), Version 1.0
#
# Subject to the condition set forth below, permission is hereby granted to any
# person obtaining a copy of this softw... | 4,284 | 1,394 |
from brownie import accounts, Wei, chain, ApeToken, ApeVaultFactory, ApeDistributor, ApeRegistry, ApeRouter, FeeRegistry, MockRegistry, MockVaultFactory, MockToken, MockVault
def deploy_token():
funds = accounts.load('moist', '\0')
user = accounts.load('ape_deployer', '\0')
multi_sig = '0x15B513F658f7390D8720dCE32... | 6,284 | 2,585 |
from django.contrib.auth.mixins import PermissionRequiredMixin
from django.urls import reverse_lazy
from django.views.generic import DetailView, ListView, UpdateView
from .models import Committee
class CommitteeList(ListView):
model = Committee
template_name = 'groups/committee_list.html'
context_object_... | 971 | 277 |
"""
Copyright (c) 2016-2019 Keith Sterling http://www.keithsterling.com
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, m... | 2,200 | 653 |
# -*- coding: utf-8 -*-
#
# This file is part of REANA.
# Copyright (C) 2018 CERN.
#
# REANA is free software; you can redistribute it and/or modify it
# under the terms of the MIT License; see LICENSE file for more details.
"""REANA-Commons module to manage AMQP connections on REANA."""
import json
import logging
fr... | 6,095 | 1,659 |
from sqlalchemy import (
BigInteger,
Column,
DateTime,
Text,
String,
Integer,
)
from sqlalchemy.sql.functions import current_timestamp
from model.base import BaseObject
class Commit(BaseObject):
__tablename__ = 'commits'
id = Column(BigInteger, primary_key=True, autoincrement=True)
... | 1,219 | 377 |
from drae import search
| 24 | 7 |
"""The tests for the Template select platform."""
import pytest
from homeassistant import setup
from homeassistant.components.input_select import (
ATTR_OPTION as INPUT_SELECT_ATTR_OPTION,
ATTR_OPTIONS as INPUT_SELECT_ATTR_OPTIONS,
DOMAIN as INPUT_SELECT_DOMAIN,
SERVICE_SELECT_OPTION as INPUT_SELECT_SE... | 13,825 | 4,075 |
import os
import random
import string
import base64
from django.utils import timezone
from django.contrib.auth.hashers import make_password, check_password
from django.test import TestCase
from parameterized import parameterized
from core.models import Module, EntryPoint, ExternalAuthorizationSession, User
AUTHORIZA... | 7,211 | 2,005 |
from rhombus.lib.utils import get_dbhandler
from rhombus.lib.tags import *
from cmsfix.models.node import Node
import re
# the pattern below is either
# ///123
# <<MacroName>>
# [[MacroName]]
pattern = re.compile('///(\d+)|///\{([\w-]+)\}|\<\;\<\;(.+)\>\;\>\;|\[\[(.+)\]\]')
# syntax for Macro is:
# [[MacroN... | 6,729 | 2,182 |
'''
#;+
#; NAME:
#; sdss.qso
#; Version 1.1
#;
#; PURPOSE:
#; Class for SDSS QSO
#; 2015 Written by JXP
#;-
#;------------------------------------------------------------------------------
'''
# Import libraries
import numpy as np
import os
from astropy.table import QTable, Column
from astropy.coordinates i... | 2,629 | 881 |
name = "module"
from .module import func
| 41 | 13 |
import unittest
import numpy as np
from openmdao.utils.assert_utils import assert_near_equal
from wisdem.optimization_drivers.dakota_driver import DakotaOptimizer
try:
import dakota
except ImportError:
dakota = None
@unittest.skipIf(dakota is None, "only run if Dakota is installed.")
class Te... | 3,110 | 1,156 |
#-*- coding: utf-8 -*-
#! /usr/bin/env python
'''
#------------------------------------------------------------
filename: lab4_runTFCurveFitting.py
This is an example for linear regression in tensorflow
Which is a curve fitting example
written by Jaewook Kang @ Aug 2017
#---------------------------------------... | 6,848 | 2,292 |
# coding=utf-8
from app.route.stats.processor import *
from app.api.base.base_router import BaseRouter
from app.api.base import base_name as names
class Stats(BaseRouter):
def __init__(self):
super().__init__()
self.args = [names.face, names.post, names.socnet, names.likes, names.views, names.com... | 577 | 183 |
from Bio import TogoWS
import argparse
import sys
import os
def summary(options):
num_reads = 0
num_correct = 0
with open(options.input) as file_input:
for line in file_input:
line = line.rstrip()
ele = line.split("\t")
if "FAILED" in line:
contin... | 1,168 | 348 |
# coding=utf8
class MetaSingleton(type):
def __init__(cls, *args):
type.__init__(cls, *args)
cls.instance = None
def __call__(cls, *args, **kwargs):
if not cls.instance:
cls.instance = type.__call__(cls, *args, **kwargs)
return cls.instance
| 296 | 97 |
# -*- coding: utf-8 -*-
###########################################################################
# Copyright (c), The AiiDA team. All rights reserved. #
# This file is part of the AiiDA code. #
# ... | 5,108 | 1,504 |
__all__ = ["transformers", "vision"]
from .transformers import *
from .vision import *
| 88 | 27 |
# This sample tests the checker's ability to enforce
# type invariance for type arguments.
# pyright: strict
from typing import Dict, Union
foo: Dict[Union[int, str], str] = {}
bar: Dict[str, str] = {}
# This should generate an error because
# both type parameters for Dict are invariant,
# and str isn't assignable ... | 350 | 110 |
how_many_snakes = 1
snake_string = """
Welcome to Python3!
____
/ . .\\
\\ ---<
\\ /
__________/ /
-=:___________/
<3, Juno
"""
print(snake_string * how_many_snakes) | 224 | 87 |
from flask import Flask
from flask import render_template, redirect, session, request
app = Flask(__name__)
app.secret_key = 'ThisIsSecret'
@app.route('/')
def nothing():
return render_template('index.html')
@app.route('/ninja')
def ninja():
x = 'tmnt'
return render_template('ninjas.html', x=x)
@app.route... | 658 | 254 |
# -*- coding:utf-8 -*-
"""
Description:
Inventory Class
Usage:
from neo.Network.Inventory import Inventory
"""
from neo.IO.MemoryStream import MemoryStream
from neocore.IO.BinaryWriter import BinaryWriter
class Inventory(object):
"""docstring for Inventory"""
def __init__(self):
"""
... | 941 | 282 |
"""
Copyright (C) 2021 Clariteia SL
This file is part of minos framework.
Minos framework can not be copied and/or distributed without the express permission of Clariteia SL.
"""
import unittest
from minos.api_gateway.common import (
EmptyMinosModelSequenceException,
MinosAttributeValidationException,
Mi... | 4,748 | 1,298 |
# coding: utf-8
# quote from kmaiya/HQAutomator
# 谷歌搜索部分原版搬运，未做修改
import time
import json
import requests
import webbrowser
questions = []
def get_answer():
resp = requests.get('http://htpmsg.jiecaojingxuan.com/msg/current',timeout=4).text
resp_dict = json.loads(resp)
if resp_dict['msg']... | 977 | 360 |
# Generated by the protocol buffer compiler. DO NOT EDIT!
# source: TensorflowModel.proto
import sys
_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
from google.protobuf.internal import enum_type_wrapper
from google.protobuf import descriptor as _descriptor
from google.protobuf import messa... | 21,936 | 8,456 |
"""Classes representing color entries and mappings."""
# =============================================================================
# IMPORTS
# =============================================================================
from __future__ import annotations
# Standard Library
import re
from typing import TYPE_CHEC... | 8,460 | 2,160 |
import math
import numpy as np
# return an array K of size (d_max, d_max, N, N), K[i][j] is kernel value of depth i + 1 with first j layers fixed
def kernel_value_batch(X, d_max):
K = np.zeros((d_max, d_max, X.shape[0], X.shape[0]))
for fix_dep in range(d_max):
S = np.matmul(X, X.T)
H = np.ze... | 1,407 | 613 |
import nltk
from nltk.corpus import stopwords
from nltk.stem import WordNetLemmatizer, PorterStemmer
from nltk.tokenize import sent_tokenize , word_tokenize
import glob
import re
import os
import numpy as np
import sys
nltk.download('stopwords')
nltk.download('punkt')
Stopwords = set(stopwords.words('english'))
all_w... | 1,509 | 530 |
# Copyright 2017 Ricardo Garcia Silva
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agree... | 4,911 | 1,372 |
# -*- coding: utf-8 -*-
# 基于python Threading模块封装的异步函数装饰器
import time
from functools import wraps
from threading import Thread
def async_call(fn):
"""一次简单的异步处理操作，装饰在要异步执行的函数前，再调用该函数即可执行单次异步操作(开辟一条新的线程)
Args:
:fn(function):需要异步处理的方法
Return:
:wrapper(function):
"""
@wraps(fn) # 解决... | 2,210 | 1,007 |
class Person:
olhos = 2
def __init__(self, *children, name=None, year=0):
self.year = year
self.name = name
self.children = list(children)
def cumprimentar(self):
return 'Hello'
@staticmethod
def metodo_estatico():
return 123
@classmethod
def metod... | 872 | 332 |
"""Test combined function."""
from cmatools.combine.combine import combined
def test_combined():
"""Test of combined function"""
assert combined() == "this hello cma"
| 179 | 53 |
"""Enhancement to reformat `top_events_X`
from match in order to reformat and put it
back to be able to use in alert message.
New format:
top_events_keys_XXX -- contains array of corresponding key values defined in `top_count_keys`,
where `XXX` key from `top_count_keys` array.
top_events_values_XXX -- contains arra... | 1,323 | 449 |
import numpy
import chainer
import chainer.functions as F
import chainer.links as L
from chainer import reporter
embed_init = chainer.initializers.Uniform(.25)
def block_embed(embed, x, dropout=0.):
"""Embedding function followed by convolution
Args:
embed (callable): A :func:`~chainer.functions.em... | 4,054 | 1,380 |
from flask_login import UserMixin
class Users(UserMixin):
# Luodaan näennäinen tietokanta käyttäjistä
user_database = {"kayttaja": ("kayttaja", "salasana"),
"tunnus": ("tunnus", "passu")}
def __init__(self, id, username, password):
self.id = id
self.username = username
self.pas... | 904 | 289 |
"""
matmul autotvm
[batch,in_dim] x [in_dim,out_dim]
search_matmul_config(batch,in_dim,out_dim,num_trials):
input: batch,in_dim,out_dim,num_trials
[batch,in_dim] x [in_dim,out_dim]
num_trials: num of trials, default: 1000
output: log (json format)
use autotvm to search configs for the matm... | 13,726 | 5,665 |
from django.contrib import admin
from .models import ActivityLog, ReviewActionReasonLog
from olympia.reviewers.models import ReviewActionReason
class ActivityLogAdmin(admin.ModelAdmin):
list_display = (
'created',
'user',
'__str__',
)
raw_id_fields = ('user',)
readonly_fields ... | 2,240 | 672 |
import subprocess
import sys
import time
import os
#############################
# COLORING YOUR SHELL #
#############################
R = "\033[1;31m" #
B = "\033[1;34m" #
Y = "\033[1;33m" #
G = "\033[1;32m" #
RS = "\033[0m" #
W = "\033[1;37m" ... | 1,261 | 453 |
# Copyright The PyTorch Lightning team.
#
# 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 i... | 2,041 | 695 |
import oneflow.experimental as flow
from oneflow.experimental import optim
import oneflow.experimental.nn as nn
from utils.dataset import *
from utils.tensor_utils import *
from models.rnn_model import RNN
import argparse
import time
import math
import numpy as np
flow.env.init()
flow.enable_eager_execution()
def ... | 4,258 | 1,474 |
import json
import os
from ..metaflow_config import DATASTORE_LOCAL_DIR, DATASTORE_SYSROOT_LOCAL
from .datastore_storage import CloseAfterUse, DataStoreStorage
from .exceptions import DataException
class LocalStorage(DataStoreStorage):
TYPE = "local"
METADATA_DIR = "_meta"
@classmethod
def get_datas... | 4,763 | 1,324 |
from __future__ import division, print_function
from scipy.spatial.distance import euclidean
from numpy import mean
from pdb import set_trace
class measure:
def __init__(self,model):
self.mdl = model
def convergence(self, obtained):
"""
Calculate the convergence metric with respect to ideal
soluti... | 669 | 222 |
'''
pip3 install BeautifulSoup4
pip3 install pypinyin
'''
import requests
import re
import os
import shutil
from bs4 import BeautifulSoup
from util import Profile, write_poem
def parse_poem_profile_td(td):
container = td.find('div')
if container is None:
container = td
title_a = contain... | 2,499 | 885 |
class Animal:
def __init__(self):
self.name = ""
self.weight = 0
self.sound = ""
def setName(self, name):
self.name = name
def getName(self):
return self.name
def setWeight(self, weight):
self.weight = weight
def getWeight(self):
return sel... | 439 | 134 |
# Copyright 2020 D-Wave Systems 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 to in wri... | 5,086 | 1,467 |
'''
Neural networks. Forward propagation in an already trained network in TensorFlow 2.0-2.1 (to use the network for classification).
TF 2.0:
Option 0 takes 0.08 sec.
Option 1 takes 0.08 sec.
Option 6 takes 0.08 sec.
Option 2 takes 4.7 sec.
Option 3 takes 1.6 sec.
Option 4 takes 5.2 sec.
Option 5 takes 0.08 sec.
Optio... | 12,084 | 4,335 |