text string | size int64 | token_count int64 |
|---|---|---|
# from pypy-benchmarks/own/chaos.py, with some minor modifications
# (more output, took out the benchmark harness)
#
import random, math, sys, time
SIZE = 9
GAMES = 200
KOMI = 7.5
EMPTY, WHITE, BLACK = 0, 1, 2
SHOW = {EMPTY: '.', WHITE: 'o', BLACK: 'x'}
PASS = -1
MAXMOVES = SIZE*SIZE*3
TIMESTAMP = 0
MOVES = 0
def to... | 13,902 | 4,187 |
# SPDX-FileCopyrightText: 2014 MicroPython & CircuitPython contributors (https://github.com/adafruit/circuitpython/graphs/contributors)
#
# SPDX-License-Identifier: MIT
import argparse
import os
import sys
sys.path.append("../../tools/usb_descriptor")
from adafruit_usb_descriptor import audio, audio10, cdc, hid, mi... | 24,265 | 8,084 |
from tqdm import tqdm
import pandas as pd
import numpy as np, argparse, time, pickle, random, os, datetime
import torch
import torch.optim as optim
from model import MaskedNLLLoss, BC_LSTM
from dataloader import MELDDataLoader
from sklearn.metrics import f1_score, confusion_matrix, accuracy_score, classification_re... | 7,500 | 2,628 |
#!/usr/bin/env python
import os
import sys
import argparse
import pat3dem.star as p3s
import math
def main():
progname = os.path.basename(sys.argv[0])
usage = progname + """ [options] <coord star files>
Output the coord star files after deleting duplicate particles
"""
args_def = {'mindis':150}
parser = argp... | 1,828 | 769 |
from bs4 import BeautifulSoup
import pandas as pd
import requests
import time
import sys
def reviews_scraper(asin_list, filename):
'''
Takes a list of asins, retrieves html for reviews page, and parses out key data points
Parameters
----------
List of ASINs (list of strings)
Returns:
-----... | 4,251 | 1,193 |
# noinspection PyUnresolvedReferences
import os
import re
# TODO I'm going to need to make a dictionary for my big list of stuff i care about and what's needed for
# every file type....
RAF = ['EXIF:LensModel', 'MakerNotes:RawImageHeight', 'MakerNotes:RawImageWidth', 'EXIF:CreateDate', 'EXIF:ModifyDate',
'EXI... | 3,788 | 1,211 |
import logging
from typing import List, Callable
import numpy as np
from pyquaternion import Quaternion
from pyrep import PyRep
from pyrep.errors import IKError
from pyrep.objects import Dummy, Object
from rlbench import utils
from rlbench.action_modes import ArmActionMode, ActionMode
from rlbench.backend.exceptions ... | 27,214 | 9,383 |
from django import forms
from django.contrib.contenttypes.forms import generic_inlineformset_factory
from django.contrib.contenttypes.models import ContentType
from django.db import models
from django.test import TestCase
from django.test.utils import isolate_apps
from .models import (
Animal, ForProxyMode... | 11,795 | 3,971 |
from .PyPolyBoRi import (BooleSet, Polynomial, BoolePolynomialVector,
FGLMStrategy)
def _fglm(I, from_ring, to_ring):
r"""
Unchecked variant of fglm
"""
vec = BoolePolynomialVector(I)
return FGLMStrategy(from_ring, to_ring, vec).main()
def fglm(I, from_ring, to_ring):
... | 3,192 | 1,226 |
"""
Uses UMAP (https://umap-learn.readthedocs.io/en/latest/index.html) to reduce course
embeddings to two dimensions for visualization.
"""
import pandas as pd
import umap
from sklearn.preprocessing import StandardScaler
from ferry import config
courses = pd.read_csv(
config.DATA_DIR / "course_embeddings/courses_... | 797 | 299 |
import inheritance
class Flora:
def __init__(self, name, lifespan, habitat, plant_type):
self.name = name
self.lifespan = lifespan
self.habitat = habitat
self.plant_type = plant_type
self.plant_size = 0
class Fauna:
def __init__(self, name):
self.name = name... | 1,359 | 494 |
#!/usr/bin/python
# -*- coding: utf-8 -*-
# Copyright (C) 2017, Luis Pedro Coelho <luis@luispedro.org>
# vim: set ts=4 sts=4 sw=4 expandtab smartindent:
#
# 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... | 3,057 | 1,030 |
"""Tests for simple search controller, :mod:`search.controllers.simple`."""
from http import HTTPStatus
from unittest import TestCase, mock
from werkzeug.datastructures import MultiDict
from werkzeug.exceptions import InternalServerError, NotFound, BadRequest
from search.domain import SimpleQuery
from search.control... | 16,307 | 4,513 |
#!/usr/bin/env python
# ROS Libraries
import actionlib
from actionlib_msgs.msg import GoalStatus
from control_msgs.msg import JointTrajectoryControllerState, FollowJointTrajectoryAction, FollowJointTrajectoryGoal
from kuri_wandering_robot.msg import Power
from wandering_behavior.msg import WanderAction, WanderGoal
impo... | 19,270 | 5,587 |
# - Generated by tools/entrypoint_compiler.py: do not edit by hand
"""
Trainers.LightGbmBinaryClassifier
"""
import numbers
from ..utils.entrypoints import EntryPoint
from ..utils.utils import try_set, unlist
def trainers_lightgbmbinaryclassifier(
training_data,
predictor_model=None,
number_... | 11,636 | 3,474 |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright (C) 2010 Radim Rehurek <radimrehurek@seznam.cz>
# Licensed under the GNU LGPL v2.1 - http://www.gnu.org/licenses/lgpl.html
"""
Automated tests for checking transformation algorithms (the models package).
"""
import logging
import unittest
import numpy as n... | 2,353 | 804 |
import tensorflow as tf
from tensorflow import keras
class CondGeneratorModel(keras.Model):
def __init__(self):
super(CondGeneratorModel, self).__init__()
# Expand 7*7*128 features into a (7,7,128) tensor
self.dense_1 = keras.layers.Dense(7*7*256)
self.reshape_1 = keras.layers.Resh... | 3,306 | 1,356 |
import base64
import datetime
import logging
import os
import time
from typing import List, Tuple
import structlog
import tenacity
from averbis import Pipeline
from fhir.resources.bundle import Bundle
from fhir.resources.codeableconcept import CodeableConcept
from fhir.resources.composition import Composition, Composi... | 13,115 | 3,509 |
# -*- coding: utf-8 -*-
from selectable.decorators import login_required
from maestros.models import TiposMedidasActuacion, TiposLimitesCriticos, TiposMedidasVigilancia, TiposTemperaturas, TiposFrecuencias, Zonas, Terceros, CatalogoEquipos, Personal, Consumibles, ParametrosAnalisis, Actividades, Etapas, Peligros, Tipos... | 12,521 | 4,107 |
"""Define commands for Python 2.7"""
import argparse
import traceback
from . import util
from .cmd import run
from .cmd import extractpipenv
def main():
"""Main function"""
print("This version is not supported! It has limitted analysis features")
parser = argparse.ArgumentParser(description='Analyze Jupyt... | 828 | 256 |
#!/usr/bin/env python
import os
import imp
gpcrondump_path = os.path.abspath('gpcrondump')
gpcrondump = imp.load_source('gpcrondump', gpcrondump_path)
import unittest2 as unittest
from datetime import datetime
from gppylib import gplog
from gpcrondump import GpCronDump
from gppylib.operations.utils import DEFAULT_NUM_... | 62,352 | 21,926 |
#!/usr/bin/env python
'''
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")... | 5,118 | 1,513 |
#!/usr/bin/env python
# Copyright (c) 2017 Google Inc. All rights reserved.
# Use of this source code is governed by a BSD-style license that can be
# found in the LICENSE file.
"""
Verifies the use of linker flags in environment variables.
In this test, gyp and build both run in same local environment.
"""
import ... | 1,273 | 455 |
# -*- coding: utf-8 -*-
from .context import sample
def test_thoughts():
assert(sample.hmm() is None)
| 109 | 43 |
######################################################################
# LeetCode Problem Number : 145
# Difficulty Level : Medium
# URL : https://leetcode.com/problems/binary-tree-postorder-traversal/
######################################################################
from binary_search_tree.tree_node import TreeNo... | 2,572 | 671 |
# -*- coding: utf-8 -*-
"""This python module aims to manage
`DokuWiki <https://www.dokuwiki.org/dokuwiki>`_ wikis by using the
provided `XML-RPC API <https://www.dokuwiki.org/devel:xmlrpc>`_. It is
compatible with python2.7 and python3+.
Installation
------------
It is on `PyPi <https://pypi.python.org/pypi/dokuwik... | 18,290 | 5,263 |
import setuptools
import re
with open("README.md", "r") as fh:
long_description = fh.read()
# get version from _version.py file, from below
# https://stackoverflow.com/questions/458550/standard-way-to-embed-version-into-python-package
VERSION_FILE = "test_aide/_version.py"
version_file_str = open(VERSION_FILE, "r... | 1,449 | 476 |
"""Simple matshow() example."""
from matplotlib.pylab import *
def samplemat(dims):
"""Make a matrix with all zeros and increasing elements on the diagonal"""
aa = zeros(dims)
for i in range(min(dims)):
aa[i, i] = i
return aa
# Display 2 matrices of different sizes
dimlist = [(12, 12), (15, ... | 510 | 181 |
#! /usr/bin/env python3
import importlib
import logging
import os
import subprocess
from setuptools import setup
from setuptools.command.install import install as install
from setuptools.command.develop import develop as develop
logger = logging.getLogger(__name__)
stan_model_files = [
os.path.join("nonperiod... | 4,445 | 1,448 |
import os
import h5py
import nibabel as nb
import numpy as np
import torch
import torch.utils.data as data
from torchvision import transforms
import utils.preprocessor as preprocessor
# transform_train = transforms.Compose([
# transforms.RandomCrop(200, padding=56),
# transforms.ToTensor(),
# ])
class Imdb... | 9,909 | 3,099 |
import argparse
import yaml
import sys
from .conf import MysqlConf
from lib.db import mysql
parser = argparse.ArgumentParser()
parser.add_argument("--config", help="config file name", type=str, required=False, default='office')
input_args = parser.parse_args()
class PartConfig:
def __init__(self):
self._... | 2,764 | 917 |
# -*- coding: utf-8 -*-
# Form implementation generated from reading ui file 'design.ui'
#
# Created by: PyQt5 UI code generator 5.15.4
#
# WARNING: Any manual changes made to this file will be lost when pyuic5 is
# run again. Do not edit this file unless you know what you are doing.
from PyQt5 import QtC... | 4,164 | 1,550 |
from simulation.car import spawn_drivers
from simulation.passenger import spawn_passengers
from simulation.core import World, Clock
conf = {
"x": 100,
"y": 100,
"drivers": 200,
"users": 1000,
"start": "2019-07-08T00:00:00",
"end": "2019-07-08T00:01:00"
}
clock = Clock(conf["start"], conf["end"... | 597 | 244 |
#!/bin/python3
import math
import os
import random
import re
import sys
#
# Complete the 'reverse_words_order_and_swap_cases' function below.
#
# The function is expected to return a STRING.
# The function accepts STRING sentence as parameter.
#
def reverse_words_order_and_swap_cases(sentence):
# Write your cod... | 795 | 260 |
import json
d1 = {}
with open("/home/qinyuan/zs/out/bart-large-with-description-grouped-1e-5-outerbsz4-innerbsz32-adapterdim4-unfreeze-dec29/test_predictions.jsonl") as fin:
for line in fin:
d = json.loads(line)
d1[d["id"]] = d["output"][0]["answer"]
d2 = {}
dq = {}
with open("/home/qinyuan/zs/out... | 1,245 | 522 |
import json, requests
from pprint import pprint
CREEDS_URL = 'http://amp.pharm.mssm.edu/CREEDS/'
response = requests.get(CREEDS_URL + 'search', params={'q':'STAT3'})
if response.status_code == 200:
pprint(response.json())
json.dump(response.json(), open('api1_result.json', 'wb'), indent=4)
| 294 | 114 |
# Generated by Django 2.2.3 on 2019-07-31 13:54
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [("admin", "0040_auto_20190718_0938")]
operations = [
migrations.AddField(
model_name="course", name="color", field=models.CharField(default="#0... | 355 | 136 |
# Forma sem bugs
expressao = (str(input('Digite a expressão: ')))
pilhaParenteses = []
for v in expressao:
if v == '(':
pilhaParenteses.append('(')
elif v == ')':
if len(pilhaParenteses) > 0:
pilhaParenteses.pop()
else:
pilhaParenteses.append(')')
bre... | 673 | 245 |
# Copyright 2018 TNG Technology Consulting GmbH, Unterföhring, Germany
# Licensed under the Apache License, Version 2.0 - see LICENSE.md in project root directory
import logging
from xml.sax.saxutils import escape
log = logging.getLogger()
class Todo:
def __init__(self, file_path, line_number, content):
... | 1,607 | 531 |
import dash_core_components as dcc
import dash_html_components as html
import plotly.graph_objs as go
import plotly.express as px
from plotly.subplots import make_subplots
import pandas as pd
import math
from datetime import datetime, time
from utils import MONTH_NAMES, month_range
def section(title, content, gray=Fa... | 9,595 | 3,165 |
# -*- coding: utf-8 -*-
from gengine.app.tests.base import BaseDBTest
from gengine.app.tests.helpers import create_user, update_user, delete_user, get_or_create_language
from gengine.metadata import DBSession
from gengine.app.model import AuthUser
class TestUserCreation(BaseDBTest):
def test_user_creation(self):... | 3,651 | 1,187 |
from __future__ import annotations
import collections
import copy
import itertools
import math
import os
import posixpath
from io import BytesIO, StringIO
from textwrap import indent
from typing import Any, Dict, List, MutableMapping, Optional, Tuple, Union
from fontTools.misc import etree as ET
from fontTools.misc i... | 119,159 | 31,271 |
#!/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.
from typing import Any, Optional, Tuple
import torch
from botorch.acquisition.acquisition import AcquisitionFunction
... | 3,230 | 944 |
# Copyright 2018 the Autoware Foundation
#
# 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 ... | 2,240 | 699 |
# USAGE
# python example.py --source images/ocean_sunset.jpg --target images/ocean_day.jpg
# import the necessary packages
from color_transfer import color_transfer
import numpy as np
import argparse
import cv2
def show_image(title, image, width = 300):
# resize the image to have a constant width, just to
# make di... | 1,425 | 451 |
import copy
import numpy as np
import open3d as o3d
from tqdm import tqdm
from scipy import stats
import utils_o3d as utils
def remove_ground_plane(pcd, z_thresh=-2.7):
cropped = copy.deepcopy(pcd)
cropped_points = np.array(cropped.points)
cropped_points = cropped_points[cropped_points[:, -1] > z_thresh... | 9,060 | 3,508 |
#!/usr/bin/env python
# -*- encoding: utf-8 -*-
# Copyright (c) 2002-2019 "Neo4j,"
# Neo4j Sweden AB [http://neo4j.com]
#
# This file is part of Neo4j.
#
# 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 L... | 36,825 | 9,808 |
import os
import imp
from setuptools import setup, find_packages
__version__ = imp.load_source(
"hsfs.version", os.path.join("hsfs", "version.py")
).__version__
def read(fname):
return open(os.path.join(os.path.dirname(__file__), fname)).read()
setup(
name="hsfs",
version=__version__,
install_... | 1,831 | 614 |
#!/usr/bin/env python3
from . import signup, signin, signout, update, info, detail
| 87 | 32 |
# Optional list of dependencies required by the package
dependencies = ['torch']
from focal_loss import FocalLoss, focal_loss
| 127 | 35 |
#!/usr/bin/env python
###############################################################################
# $Id$
#
# Project: GDAL/OGR Test Suite
# Purpose: Test GPX driver functionality.
# Author: Even Rouault <even dot rouault at mines dash paris dot org>
#
###########################################################... | 15,609 | 5,872 |
# Code Taken from https://github.com/LYH-YF/MWPToolkit
# -*- encoding: utf-8 -*-
# @Author: Yihuai Lan
# @Time: 2021/08/21 04:59:55
# @File: sausolver.py
import random
import torch
from torch import nn
import copy
from module.Encoder.rnn_encoder import BasicRNNEncoder
from module.Embedder.basic_embedder import BasicE... | 22,377 | 7,051 |
import unittest
from functools import partial
import pandas as pd
from pandas.util.testing import assert_frame_equal, assert_series_equal
import numpy as np
import threading
from StringIO import StringIO
from rosetta.parallel import parallel_easy, pandas_easy
from rosetta.parallel.threading_easy import threading_easy... | 8,128 | 2,887 |
import time
import srt
import re
import datetime
from mqtthandler import MQTTHandler
INIT_STATUS={
"video": {
"title": None,
"series_title": None,
"season": None,
"episode": None
},
"time": None,
"events": None
}
class SubtitleHandler:
subtitles = []
phrases = ... | 3,349 | 1,013 |
#!/usr/bin/env python
import os
import numpy as np
import pandas as pd
os.getcwd()
# Request for the filename
# Current version of this script works only with TSV type files
mainFilename = input('Input your file name (diabetes.tab.txt or housing.data.txt): ')
print()
# To create proper dataframe, transforming it wi... | 1,165 | 347 |
from donkeycar.parts.web_controller.web import WebSocketCalibrateAPI
from functools import partial
from tornado import testing
import tornado.websocket
import tornado.web
import tornado.ioloop
import json
from unittest.mock import Mock
from donkeycar.parts.actuator import PWMSteering, PWMThrottle
class WebSocketCal... | 3,057 | 1,048 |
# TracIncludeMacro macros
import re
import urllib2
from StringIO import StringIO
from trac.core import *
from trac.wiki.macros import WikiMacroBase
from trac.wiki.formatter import system_message
from trac.wiki.model import WikiPage
from trac.mimeview.api import Mimeview, get_mimetype, Context
from trac.perm import IPe... | 5,709 | 1,556 |
# Copyright 2016 Google 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 writing, ... | 12,497 | 3,371 |
from __future__ import absolute_import
from unittest import TestCase
import os
import importlib
import inspect
from plotly.basedatatypes import BasePlotlyType, BaseFigure
datatypes_root = "new_plotly/graph_objs"
datatype_modules = [
dirpath.replace("/", ".")
for dirpath, _, _ in os.walk(datatypes_root)
if... | 1,468 | 399 |
import logging
from collections import namedtuple
from . import export
log = logging.getLogger(__name__)
NO_QUERY = 0
PARSED_QUERY = 1
RAW_QUERY = 2
SpecialCommand = namedtuple('SpecialCommand',
['handler', 'command', 'shortcut', 'description', 'arg_type', 'hidden',
'case_sensitive'])
COMMANDS ... | 4,184 | 1,279 |
from abc import ABC, abstractmethod
class BaseDataGenerator(ABC):
def __init__(self):
pass
@staticmethod
@abstractmethod
def generate(cls):
pass
| 180 | 51 |
# convert2.py
# A program to convert Celsius temps to Fahrenheit.
# This version issues heat and cold warnings.
def main():
celsius = float(input("What is the Celsius temperature? "))
fahrenheit = 9 / 5 * celsius + 32
print("The temperature is", fahrenheit, "degrees fahrenheit.")
if fahrenhei... | 466 | 154 |
"""The Wolf SmartSet Service integration."""
from datetime import timedelta
import logging
from httpx import ConnectError, ConnectTimeout
from wolf_smartset.token_auth import InvalidAuth
from wolf_smartset.wolf_client import FetchFailed, ParameterReadError, WolfClient
from homeassistant.config_entries import ConfigEn... | 5,082 | 1,396 |
class LevenshteinDistance:
def solve(self, str_a, str_b):
a, b = str_a, str_b
dist = {(x,y):0 for x in range(len(a)) for y in range(len(b))}
for x in range(len(a)): dist[(x,-1)] = x+1
for y in range(len(b)): dist[(-1,y)] = y+1
dist[(-1,-1)] = 0
for i in range(len(a)):... | 932 | 339 |
import numpy as np
import unittest
from pyapprox.benchmarks.spectral_diffusion import (
kronecker_product_2d, chebyshev_derivative_matrix,
SteadyStateDiffusionEquation2D, SteadyStateDiffusionEquation1D
)
from pyapprox.univariate_polynomials.quadrature import gauss_jacobi_pts_wts_1D
import pyapprox as pya
cla... | 24,156 | 9,437 |
import torch
from torch import nn
from torch.nn import functional as F
from torchdrug import layers
class ConditionalFlow(nn.Module):
"""
Conditional flow transformation from `Masked Autoregressive Flow for Density Estimation`_.
.. _Masked Autoregressive Flow for Density Estimation:
https://arxi... | 2,145 | 601 |
#!/usr/bin/env python3
import logging
import json
import os
__author__ = 'adamkoziol'
class MetadataPrinter(object):
def printmetadata(self):
# Iterate through each sample in the analysis
for sample in self.metadata:
# Set the name of the json file
jsonfile = os.path.join(... | 1,531 | 361 |
import numpy as np
from sklearn.utils.multiclass import type_of_target
from mindware.base_estimator import BaseEstimator
from mindware.components.utils.constants import type_dict, MULTILABEL_CLS, IMG_CLS, TEXT_CLS, OBJECT_DET
from mindware.components.feature_engineering.transformation_graph import DataNode
class Clas... | 6,424 | 1,997 |
# -*- coding: utf-8 -*-
import scrapy
import json
import os
import codecs
from AnimeSpider.items import AnimespiderItem
class AinmelinklistSpider(scrapy.Spider):
name = 'AinmeLinkList'
allowed_domains = ['bilibili.com']
start_urls = ['http://bilibili.com/']
def start_requests(self):
jsonpath ... | 871 | 288 |
import cv2
print cv2.__version__
| 34 | 13 |
"""Setup for pytest-testplan plugin."""
from setuptools import setup
setup(
name='pytest-testplan',
version='0.1.0',
description='A pytest plugin to generate a CSV test report.',
author='Darlene Wong',
author_email='darlene.py@gmail.com',
license='MIT',
py_modules=['pytest_testplan'],
... | 416 | 145 |
# 环境变量配置，用于控制是否使用GPU
# 说明文档：https://paddlex.readthedocs.io/zh_CN/develop/appendix/parameters.html#gpu
import os
os.environ['CUDA_VISIBLE_DEVICES'] = '0'
from paddlex.det import transforms
import paddlex as pdx
# 下载和解压铝材缺陷检测数据集
aluminum_dataset = 'https://bj.bcebos.com/paddlex/examples/industrial_quality_inspection/da... | 2,271 | 997 |
# Generated by Django 3.1.4 on 2021-01-07 19:32
from django.db import migrations, models
import django.db.models.deletion
class Migration(migrations.Migration):
dependencies = [
('api', '0003_auto_20210107_2010'),
]
operations = [
migrations.AlterField(
model_name='extrainfo... | 950 | 325 |
# -*- coding: utf-8 -*-
from __future__ import unicode_literals
from django.db import models, migrations
import wooey.models.mixins
class Migration(migrations.Migration):
dependencies = [
('wooey', '0008_short_param_admin'),
]
operations = [
migrations.CreateModel(
name='Scr... | 1,882 | 532 |
#!/usr/bin/python
"""
Firewall for munkireport.
By Tuxudo
Will return all details about how the firewall is configured
"""
import subprocess
import os
import sys
import platform
import re
import plistlib
import json
sys.path.insert(0,'/usr/local/munki')
sys.path.insert(0, '/usr/local/munkireport')
from munkilib impo... | 3,976 | 1,186 |
# AUTOGENERATED! DO NOT EDIT! File to edit: nbs/metrics.ipynb (unless otherwise specified).
__all__ = ['recall_at_k', 'precision_at_k']
# Cell
from typing import List
# Cell
def recall_at_k(predictions: List[int], targets: List[int], k: int = 10) -> float:
"""Computes `Recall@k` from the given predictions and ta... | 842 | 281 |
#!/usr/bin/env/ python
import os
from math import pi
import numpy as np
from numpy import ma
from scipy.optimize import leastsq
import matplotlib.pyplot as plt
from uncertainties import ufloat
# local modules
from .io import load_pendulum_mat_file
def average_rectified_sections(data):
'''Returns a slice of an o... | 15,849 | 5,401 |
import time
import warnings
import matplotlib.pyplot as plt
import numpy as np
import sympy as sp
from .global_qbx import global_qbx_self
from .mesh import apply_interp_mat, gauss_rule, panelize_symbolic_surface, upsample
def find_dcutoff_refine(kernel, src, tol, plot=False):
# prep step 1: find d_cutoff and d_... | 11,597 | 3,847 |
# -*- coding: utf-8 -*-
BROKER_URL = 'amqp://guest@localhost//'
CELERY_ACCEPT_CONTENT = ['json'],
CELERY_RESULT_BACKEND = 'amqp://guest@localhost//'
CELERY_RESULT_SERIALIZER = 'json'
CELERY_TASK_SERIALIZER = 'json'
CELERY_TIMEZONE = 'Asia/Shanghai'
CELERY_ENABLE_UTC = False
| 277 | 134 |
import logging as log
class Log:
def __init__(self, level):
self.level = level
log.basicConfig(format='%(asctime)s - %(pathname)s[line:%(lineno)d] - %(levelname)s: %(message)s',
level=level)
self.log = log
def info(self, msg):
self.log.info(msg)
de... | 476 | 169 |
def structural_loss_dst68j3d(p_pred, v_pred):
v_pred = K.stop_gradient(v_pred)
def getlength(v):
return K.sqrt(K.sum(K.square(v), axis=-1))
"""Arms segments"""
joints_arms = p_pred[:, :, 16:37+1, :]
conf_arms = v_pred[:, :, 16:37+1]
diff_arms_r = joints_arms[:, :, 2:-1:2, :] - joint... | 7,308 | 3,802 |
import aspose.email
from aspose.email.clients.imap import ImapClient
from aspose.email.clients import SecurityOptions
from aspose.email.clients.imap import ImapQueryBuilder
import datetime as dt
def run():
dataDir = ""
#ExStart: FetchEmailMessageFromServer
client = ImapClient("imap.gmail.com", 993, "user... | 729 | 231 |
# Server UID
SERVER_UID = 45158729
# Setup Logging system #########################################
#
import os
from FileConsoleLogger import FileConsoleLogger
ServerLogger = FileConsoleLogger( os.path.join(os.path.dirname(os.path.abspath(__file__)), "_w3server.log") )
W3Logger = FileConsoleLogger( os.path.join(os.pa... | 2,363 | 987 |
from regression_tests import *
class Test1(Test):
settings = TestSettings(
tool='fileinfo',
input='8b280f2b7788520de214fa8d6ea32a30ebb2a51038381448939530fd0f7dfc16',
args='--json --verbose'
)
def test_certificates(self):
assert self.fileinfo.succeeded
assert self.... | 46,930 | 22,727 |
import subprocess
def run(cmd):
subprocess.run(cmd.split(' '))
def ls():
subprocess.call(["ls", "-l"]) | 111 | 41 |
# -*- coding: utf-8 -*-
# Copyright: (c) 2018, Ansible Project
# 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
DOCUMENTATION = """
become: runas
short_description: Run As user
... | 2,380 | 669 |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
'''
~Gros
'''
from hashlib import sha256
import random
def add_padding(data, block_size=16):
"""add PKCS#7 padding"""
size = block_size - (len(data)%block_size)
return data+chr(size)*size
def strip_padding(data, block_size=16):
"""strip PKCS#7 padding"... | 698 | 260 |
#
# Copyright (c) 2019 Intel Corporation
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 3,848 | 1,274 |
# Copyright 2013-2021 Lawrence Livermore National Security, LLC and other
# Spack Project Developers. See the top-level COPYRIGHT file for details.
#
# SPDX-License-Identifier: (Apache-2.0 OR MIT)
from spack import *
class PyMdanalysis(PythonPackage):
"""MDAnalysis is a Python toolkit to analyze molecular dynami... | 4,070 | 2,037 |
from requests import get
import matplotlib.pyplot as plt
import matplotlib.animation as animation
import datetime as dt
from bme280 import BME280
try:
from smbus2 import SMBus
except ImportError:
from smbus import SMBus
fig = plt.figure()
ax = fig.add_subplot(1, 1, 1)
xs = []
ys =[]
bus = SMBus(1)
bme280 = ... | 786 | 324 |
from bootstrapvz.base import Task
from bootstrapvz.common import phases
from bootstrapvz.common.tasks import workspace
import os
import shutil
assets = os.path.normpath(os.path.join(os.path.dirname(__file__), 'assets'))
class CheckOVAPath(Task):
description = 'Checking if the OVA file already exists'
phase = phase... | 5,912 | 2,274 |
# Configuration file for the Sphinx documentation builder.
#
# This file only contains a selection of the most common options. For a full
# list see the documentation:
# https://www.sphinx-doc.org/en/master/usage/configuration.html
# -- Path setup --------------------------------------------------------------
# If ex... | 3,498 | 1,021 |
# -*- coding: utf-8 -*-
#
# Copyright (c) 2019~2999 - Cologler <skyoflw@gmail.com>
# ----------
# some object for parser
# ----------
from typing import List
import enum
import dis
from collections import defaultdict
class ID:
def __init__(self, name):
self._name = name # a name use to debug
def __r... | 7,742 | 2,377 |
from django import forms
from django.contrib.auth.models import User
from django.contrib.contenttypes.models import ContentType
from django.utils.safestring import mark_safe
from django.utils.translation import gettext as _
from dcim.models import DeviceRole, DeviceType, Platform, Region, Site, SiteGroup
from tenancy.... | 15,055 | 4,416 |
import torch
import torch.nn as nn
import torch.nn.functional as F
from models.misc import modules
constrain_path = {
('threeD', 'normal'): (True, True, ''),
('threeD', 'depth'): (True, True, ''),
('normal', 'depth'): (True, True, ''),
('depth', 'normal'): (True, True, ''),
}
class UnwarpNet(nn.Modu... | 3,122 | 1,156 |
import configparser
import os
import hashlib
import json
import shutil
import sys
import tempfile
import subprocess
import tarfile
import re
import stat
from functools import cmp_to_key
from contextlib import closing
from gzip import GzipFile
from pathlib import Path
from urllib.error import HTTPError
from urllib.reque... | 12,768 | 3,864 |
"""
Query BGP neighbor table on a Juniper network device.
"""
import sys
from jnpr.junos import Device
from jnpr.junos.factory import loadyaml
def juniper_bgp_state(dev, bgp_neighbor):
"""
This function queries the BGP neighbor table on a Juniper network device.
dev = Juniper device connection
bgp_ne... | 690 | 224 |
import cherrypy
from cherrypy.test import helper
class SessionAuthenticateTest(helper.CPWebCase):
def setup_server():
def check(username, password):
# Dummy check_username_and_password function
if username != 'test' or password != 'password':
return 'Wrong... | 2,170 | 597 |
#!/usr/bin/env python
from typing import List
import aoc
from collections import defaultdict
@aoc.timing
def solve(inp: str, part2=False):
def find_path(current: str, path: List[str] = []):
if current == 'end':
yield path
return
for nxt in caves[current]:
if n... | 1,145 | 393 |
import numpy as np
from ltr.data import transforms
import ltr.data.processing_utils as prutils
from pytracking.libs import TensorDict
class BaseProcessing:
""" Base class for Processing. Processing class is used to process the data returned by a dataset, before passing it
through the network. For e... | 11,387 | 3,286 |