seq_id
string
text
string
repo_name
string
sub_path
string
file_name
string
file_ext
string
file_size_in_byte
int64
program_lang
string
lang
string
doc_type
string
stars
int64
dataset
string
pt
string
api
list
18565015
from collections import OrderedDict import optimizers import models dataset = 'data/GKHMC_qla.pickle' word2id_param_file = 'data/qla_params/word2id.pickle' id2word_param_file = 'data/qla_params/id2word.pickle' keys_param_file = 'data/qla_params/keys.pickle' id2vec_param_file = 'data/qla_params/id2vec.pickle' kb_param...
null
config.py
config.py
py
2,097
python
en
code
null
code-starcoder2
66
[ { "api_name": "collections.OrderedDict", "line_number": 23, "usage_type": "call" }, { "api_name": "models.Memory_Network", "line_number": 25, "usage_type": "attribute" }, { "api_name": "optimizers.rmsprop", "line_number": 32, "usage_type": "attribute" } ]
559970126
#!/usr/bin/env python #============================================================================ # Copyright (c) Microsoft Corporation. All rights reserved. See license.txt for license information. #============================================================================ from __future__ import print_function fro...
null
Providers/Scripts/3.x/Scripts/nxIPAddress.py
nxIPAddress.py
py
30,731
python
en
code
null
code-starcoder2
66
[ { "api_name": "imp.load_source", "line_number": 15, "usage_type": "call" }, { "api_name": "socket.AF_INET", "line_number": 35, "usage_type": "attribute" }, { "api_name": "socket.AF_INET6", "line_number": 37, "usage_type": "attribute" }, { "api_name": "socket.inet_...
225947718
import networkx as nx import tempfile import matplotlib.pyplot as plt import subprocess import argparse class PCSF(object): """ """ def __init__(self, network, prizes, terminals=None, root=None): """ :param network: The network file :param prizes: The prize file :param t...
null
PaPr/pcsf.py
pcsf.py
py
6,529
python
en
code
null
code-starcoder2
66
[ { "api_name": "networkx.Graph", "line_number": 53, "usage_type": "call" }, { "api_name": "tempfile.TemporaryFile", "line_number": 94, "usage_type": "call" }, { "api_name": "networkx.write_graphml", "line_number": 105, "usage_type": "call" }, { "api_name": "tempfil...
285378830
import networkx as nx import matplotlib.pyplot as plt import graphviz from game_core import * def recursive_play(player_output, cutter_flag=False): ''' this one will check all legal moves in the recusive step base case: if the graph is a winner return the winner recursive step: ...
null
simulator.py
simulator.py
py
7,008
python
en
code
null
code-starcoder2
66
[ { "api_name": "networkx.has_bridges", "line_number": 91, "usage_type": "call" }, { "api_name": "networkx.Graph", "line_number": 91, "usage_type": "call" }, { "api_name": "networkx.bridges", "line_number": 93, "usage_type": "call" }, { "api_name": "networkx.Graph",...
243366741
""" MFE 230K - Factor Timing Project Authors: Ms. Allocation """ # Imports import numpy as np import pandas as pd import os import matplotlib.pyplot as plt import statsmodels.formula.api as sm from arch import arch_model from scipy.optimize import minimize, basinhopping def makedir(folder, sub_folder=None): """...
null
functions.py
functions.py
py
9,607
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.path.join", "line_number": 29, "usage_type": "call" }, { "api_name": "os.path", "line_number": 29, "usage_type": "attribute" }, { "api_name": "os.path.exists", "line_number": 33, "usage_type": "call" }, { "api_name": "os.path", "line_number":...
245985534
#Importing libraries import numpy as np import pandas as pd import matplotlib.pyplot as plt import scipy.stats as ss from dython.nominal import conditional_entropy, correlation_ratio, theils_u, cramers_v import statsmodels.stats.multicomp as multi #Jobs vs Housing def jobs_housing(df): jobs = df.job.u...
null
analysis.py
analysis.py
py
4,161
python
en
code
null
code-starcoder2
66
[ { "api_name": "matplotlib.pyplot.hist", "line_number": 38, "usage_type": "call" }, { "api_name": "matplotlib.pyplot", "line_number": 38, "usage_type": "name" }, { "api_name": "matplotlib.pyplot.hist", "line_number": 39, "usage_type": "call" }, { "api_name": "matpl...
2994324
# encoding=utf-8 # 读取数据 from gensim.models import Word2Vec from gensim.models.word2vec import LineSentence sentences = LineSentence('C:\\workspace\\BulletAnalysis\\Corpus\\BosonNLP\\all.txt') model = Word2Vec(sentences, min_count=1, size=20) good_words = [line.strip().decode('utf-8') for line in open(...
null
ML-solution/SVM.py
SVM.py
py
1,135
python
en
code
null
code-starcoder2
66
[ { "api_name": "gensim.models.word2vec.LineSentence", "line_number": 7, "usage_type": "call" }, { "api_name": "gensim.models.Word2Vec", "line_number": 9, "usage_type": "call" }, { "api_name": "sklearn.svm.SVC", "line_number": 35, "usage_type": "call" }, { "api_name...
212537677
# -*- coding: utf-8 -*- # @Time : 2019/7/31 # @Author : Lattine # ====================== import os import json import argparse import tensorflow as tf from config import TextCNNConfig from data_helper import TrainData from data_helper import TestData from metrics import get_binary_metrics, get_multi_metrics, li...
null
N02_TextCNN/train/trainer.py
trainer.py
py
5,153
python
en
code
null
code-starcoder2
66
[ { "api_name": "model.TextCNN", "line_number": 38, "usage_type": "call" }, { "api_name": "data_helper.TrainData", "line_number": 42, "usage_type": "call" }, { "api_name": "data_helper.TestData", "line_number": 44, "usage_type": "call" }, { "api_name": "tensorflow.G...
117060174
import logging from datetime import datetime # from multiprocessing import Pool from models import * from db import get_session, get_db from flask import current_app, g import numpy as np import time import ujson import re query_logger = logging.getLogger(__name__) class Query(): def __init__(self, query): ...
null
db_api/query.py
query.py
py
13,155
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 13, "usage_type": "call" }, { "api_name": "db.get_session", "line_number": 69, "usage_type": "call" }, { "api_name": "db.get_session", "line_number": 83, "usage_type": "call" }, { "api_name": "logging.getLogger", ...
362654134
#!/usr/bin/python import csv import pg import time import sys import math import numpy as np # PRIMO INPUT: H elica o E foglietto dbname = 'pdb165' user = 'digiovannantonio165' passwd = 'db_prto45' hostname = 'localhost' def secondaryStructure(csvfilename,db): try: f = open(csvfilename, 'wt') csv_writer = ...
null
04_analisi_spike.py
04_analisi_spike.py
py
2,953
python
en
code
null
code-starcoder2
66
[ { "api_name": "csv.writer", "line_number": 21, "usage_type": "call" }, { "api_name": "csv.QUOTE_MINIMAL", "line_number": 21, "usage_type": "attribute" }, { "api_name": "time.time", "line_number": 26, "usage_type": "call" }, { "api_name": "sys.argv", "line_numb...
27352993
import utils import logging from pylons.i18n import gettext as _ from ckan.logic.action.create import related_create from ckan.model import Related, Session, Group, repo from ckan.lib.navl.validators import not_empty log = logging.getLogger('ckanext.kata.converters') def pid_from_extras(key, data, errors, context):...
null
ckanext/kata/converters.py
converters.py
py
11,725
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 9, "usage_type": "call" }, { "api_name": "utils.generate_pid", "line_number": 22, "usage_type": "call" }, { "api_name": "pylons.i18n.gettext", "line_number": 101, "usage_type": "call" }, { "api_name": "pylons.i18n....
35784651
import graphene from ..domain.invoice import Invoice class InvoiceMeta(graphene.ObjectType): id = graphene.Int() date = graphene.String() patient_id = graphene.Int() name = graphene.String() identifier = graphene.String() text = graphene.String() class InvoicesMeta(graphene.ObjectType): ...
null
app/modules/sub_graphql/invoice_graphql.py
invoice_graphql.py
py
1,093
python
en
code
null
code-starcoder2
66
[ { "api_name": "graphene.ObjectType", "line_number": 5, "usage_type": "attribute" }, { "api_name": "graphene.Int", "line_number": 6, "usage_type": "call" }, { "api_name": "graphene.String", "line_number": 7, "usage_type": "call" }, { "api_name": "graphene.Int", ...
387307624
# Copyright (c) Microsoft. All rights reserved. # Licensed under the MIT license. See LICENSE file in the project root for # full license information. import time from datetime import datetime import sys import os from os import listdir from os.path import isfile, join, isdir import requests import json import io from...
null
modules/master/main.py
main.py
py
15,091
python
en
code
null
code-starcoder2
66
[ { "api_name": "threading.Lock", "line_number": 43, "usage_type": "call" }, { "api_name": "iothub_client.IoTHubTransportProvider.MQTT", "line_number": 63, "usage_type": "attribute" }, { "api_name": "iothub_client.IoTHubTransportProvider", "line_number": 63, "usage_type": "...
15988275
"""djantAdmin URL Configuration The `urlpatterns` list routes URLs to views. For more information please see: https://docs.djangoproject.com/en/2.2/topics/http/urls/ Examples: Function views 1. Add an import: from my_app import views 2. Add a URL to urlpatterns: path('', views.home, name='home') Class-ba...
null
djantAdmin/urls.py
urls.py
py
1,128
python
en
code
null
code-starcoder2
66
[ { "api_name": "rest_framework.routers.SimpleRouter", "line_number": 22, "usage_type": "call" }, { "api_name": "menuAuth.views.Menu", "line_number": 23, "usage_type": "argument" }, { "api_name": "menuAuth.views.User", "line_number": 24, "usage_type": "argument" }, { ...
519787778
import sys from flask import Flask from flask_sqlalchemy import SQLAlchemy from datetime import datetime import json app = Flask(__name__) app.debug = True app.config['SQLALCHEMY_DATABASE_URI'] = 'postgresql://postgres:password@localhost/test1' db = SQLAlchemy(app) # представим, что это данные, которые получили из таб...
null
myapp.py
myapp.py
py
2,464
python
en
code
null
code-starcoder2
66
[ { "api_name": "flask.Flask", "line_number": 7, "usage_type": "call" }, { "api_name": "flask_sqlalchemy.SQLAlchemy", "line_number": 10, "usage_type": "call" }, { "api_name": "json.loads", "line_number": 13, "usage_type": "call" }, { "api_name": "datetime.datetime.n...
169402347
from pathlib import Path import sys from typing import Generator, List, Optional, cast from ymmsl import Conduit, Reference import muscle_manager_protocol.muscle_manager_protocol_pb2 as mmp def conduit_to_grpc(conduit: Conduit) -> mmp.Conduit: """Converts a ymmsl.Conduit to the corresponding mmp.Conduit. A...
null
libmuscle/python/libmuscle/util.py
util.py
py
3,540
python
en
code
null
code-starcoder2
66
[ { "api_name": "ymmsl.Conduit", "line_number": 10, "usage_type": "name" }, { "api_name": "muscle_manager_protocol.muscle_manager_protocol_pb2.Conduit", "line_number": 19, "usage_type": "call" }, { "api_name": "muscle_manager_protocol.muscle_manager_protocol_pb2", "line_number"...
140182649
import requests from bs4 import BeautifulSoup url = "http://music.163.com/#/discover/toplist?id=3778678" def get_hot_songs(): response = requests.get(url=url) # print(response) # print(type(response)) # print(response.url) # print(response.headers) # 打印头部 # print(response.cookies) # prin...
null
modules-163music/getHotSongs.py
getHotSongs.py
py
799
python
en
code
null
code-starcoder2
66
[ { "api_name": "requests.get", "line_number": 8, "usage_type": "call" }, { "api_name": "bs4.BeautifulSoup", "line_number": 19, "usage_type": "call" } ]
187668474
# -*- coding: utf-8 -*- ''' Created on 2016-06-24 @summary: Analyse Calling Graph @author: YangHaitao ''' import sys import os import getopt import logging import datetime import time import shutil from config import CONFIG from utils.finder import Finder from utils import common_utils from utils.index_whoosh import ...
null
app/Build.py
Build.py
py
2,869
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 22, "usage_type": "call" }, { "api_name": "logging.getLogger", "line_number": 23, "usage_type": "call" }, { "api_name": "logger.config_logging", "line_number": 27, "usage_type": "call" }, { "api_name": "config.CONF...
238730919
import plexus import time from itertools import repeat import random import matplotlib.pyplot as plt SIZE = 64 INPUT_SIZE = 4 OUTPUT_SIZE = 2 CONNECTIVITY = 0.5 PRECISION = 1 TRAINING_DURATION = 0.1 DOMINANCE_THRESHOLD = 0.7 RANDOMLY_FIRE = True DYNAMIC_OUTPUT = True TRAINING_SAMPLE_SIZE = 80 TESTING_SAMPLE_SIZE = ...
null
examples/long_basic.py
long_basic.py
py
3,515
python
en
code
null
code-starcoder2
66
[ { "api_name": "itertools.repeat", "line_number": 24, "usage_type": "call" }, { "api_name": "random.uniform", "line_number": 25, "usage_type": "call" }, { "api_name": "itertools.repeat", "line_number": 30, "usage_type": "call" }, { "api_name": "random.uniform", ...
612296449
import os import re import math import argparse import subprocess import numpy as np from pytube import YouTube from scipy.io import wavfile from audiotsm import phasevocoder from shutil import copyfile, rmtree from audiotsm.io.wav import WavReader, WavWriter def downloadFile(save_dir, url): correct_filename = Fa...
null
jumpcutter.py
jumpcutter.py
py
9,908
python
en
code
null
code-starcoder2
66
[ { "api_name": "pytube.YouTube", "line_number": 17, "usage_type": "call" }, { "api_name": "os.path.join", "line_number": 21, "usage_type": "call" }, { "api_name": "os.path", "line_number": 21, "usage_type": "attribute" }, { "api_name": "os.path.isfile", "line_n...
542279166
import datetime from django.contrib import admin from django.utils.translation import ugettext_lazy as _ from graphql_extensions.exceptions import GraphQLError from iamport import Iamport from api.models.profile import Profile from ticket.models import Ticket, TicketProduct from ticket.schemas import create_iamport ...
null
ticket/admin.py
admin.py
py
2,695
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.contrib.admin.ModelAdmin", "line_number": 13, "usage_type": "attribute" }, { "api_name": "django.contrib.admin", "line_number": 13, "usage_type": "name" }, { "api_name": "django.utils.translation.ugettext_lazy", "line_number": 20, "usage_type": "name...
132221647
from utils import ti import taichi_glsl as ts import sys import math import os import config.euler_config from config.class_cfg import SceneEnum, VisualizeEnum, SchemeType, SimulateType import config.config3D.scene_config3D.scene_jit3D as scene_cfg from utils import set_attribute_from_cfg, filterUpCase from Grid import...
null
config/config3D/Bimocq_vrtx_cld.py
Bimocq_vrtx_cld.py
py
3,511
python
en
code
null
code-starcoder2
66
[ { "api_name": "utils.set_attribute_from_cfg", "line_number": 13, "usage_type": "call" }, { "api_name": "config.euler_config.euler_config", "line_number": 13, "usage_type": "attribute" }, { "api_name": "config.euler_config", "line_number": 13, "usage_type": "name" }, {...
476084037
"""eva03 URL Configuration The `urlpatterns` list routes URLs to views. For more information please see: https://docs.djangoproject.com/en/3.2/topics/http/urls/ Examples: Function views 1. Add an import: from my_app import views 2. Add a URL to urlpatterns: path('', views.home, name='home') Class-based v...
null
eva03/urls.py
urls.py
py
3,441
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.db.router", "line_number": 26, "usage_type": "name" }, { "api_name": "rest_framework.routers.DefaultRouter", "line_number": 26, "usage_type": "call" }, { "api_name": "rest_framework.routers", "line_number": 26, "usage_type": "name" }, { "api_...
317209221
import discord from discord.ext import commands from discord.utils import get from config import guild_id class MemberSorter(commands.Cog): def __init__(self, bot): self.bot = bot self.guild = bot.get_guild(guild_id) @commands.Cog.listener() async def on_member_join(self, member): ...
null
bot/cogs/MemberSorter.py
MemberSorter.py
py
2,511
python
en
code
null
code-starcoder2
66
[ { "api_name": "discord.ext.commands.Cog", "line_number": 7, "usage_type": "attribute" }, { "api_name": "discord.ext.commands", "line_number": 7, "usage_type": "name" }, { "api_name": "config.guild_id", "line_number": 10, "usage_type": "argument" }, { "api_name": "...
294084616
# coding: utf-8 # In[20]: import csv import pandas as pd import matplotlib.pyplot as plt import seaborn as sns data=pd.read_csv('F:\\project\\Data set\\ReposData.csv',encoding='latin-1') data['Created_at'] #print(data) #date=data.iloc[:,2] #print(date) data['Created_at']=pd.to_datetime(data['Created_at'])#,format='...
null
ReposVisualization.py.py
ReposVisualization.py.py
py
3,174
python
en
code
null
code-starcoder2
66
[ { "api_name": "pandas.read_csv", "line_number": 11, "usage_type": "call" }, { "api_name": "pandas.to_datetime", "line_number": 16, "usage_type": "call" }, { "api_name": "pandas.to_datetime", "line_number": 19, "usage_type": "call" }, { "api_name": "matplotlib.pypl...
550662590
import traceback from flask import render_template, redirect, url_for, request, jsonify import datetime from .exceptions import NotFoundException, AuthException, LoginError from .page_data import PageData from .config import LOG_FILE def handle_exception_browser(e): print('handle_exception_browser') if isin...
null
cromwell_frontend/util.py
util.py
py
2,261
python
en
code
null
code-starcoder2
66
[ { "api_name": "exceptions.NotFoundException", "line_number": 13, "usage_type": "argument" }, { "api_name": "flask.render_template", "line_number": 17, "usage_type": "call" }, { "api_name": "page_data.PageData", "line_number": 17, "usage_type": "call" }, { "api_nam...
296845808
# TechVidvan hand Gesture Recognizer # import necessary packages import cv2 import numpy as np import mediapipe as mp import tensorflow as tf import math from tensorflow.keras.models import load_model import os # also "pip install wrapt==1.12.1" ref by tensorflow # also "pip install msvc-runtime" referenced by mp # ...
null
hand_joint_detection.py
hand_joint_detection.py
py
5,693
python
en
code
null
code-starcoder2
66
[ { "api_name": "mediapipe.solutions", "line_number": 18, "usage_type": "attribute" }, { "api_name": "mediapipe.solutions", "line_number": 20, "usage_type": "attribute" }, { "api_name": "tensorflow.keras.models.load_model", "line_number": 25, "usage_type": "call" }, { ...
615864146
# numeric integration illustration # Runge Kutta integration lorenz attractor # Yes, it attracts! import pygame, time from pygame.locals import * from pygame.color import * from numpy import * pygame.init() screen = pygame.display.set_mode((800,600)) background = pygame.Surface(screen.get_size()) background.fill((128...
null
lectures/physics/pythondemos/strange02.py
strange02.py
py
1,622
python
en
code
null
code-starcoder2
66
[ { "api_name": "pygame.init", "line_number": 10, "usage_type": "call" }, { "api_name": "pygame.display.set_mode", "line_number": 11, "usage_type": "call" }, { "api_name": "pygame.display", "line_number": 11, "usage_type": "attribute" }, { "api_name": "pygame.Surfac...
265694065
from django.contrib.auth.decorators import login_required from django.shortcuts import render from django.contrib.auth.models import User, auth from .models import Project # Create your views here. def projects_home(request): context = {} projects = Project.objects.all() context['projects'] = projects ...
null
projects/views.py
views.py
py
1,146
python
en
code
null
code-starcoder2
66
[ { "api_name": "models.Project.objects.all", "line_number": 11, "usage_type": "call" }, { "api_name": "models.Project.objects", "line_number": 11, "usage_type": "attribute" }, { "api_name": "models.Project", "line_number": 11, "usage_type": "name" }, { "api_name": ...
86236762
import os import numpy as np import pytest from xclim.sdba.loess import ( _constant_regression, _gaussian_weighting, _linear_regression, _loess_nb, _tricube_weighting, loess_smoothing, ) from xclim.testing import open_dataset @pytest.mark.slow @pytest.mark.parametrize( "d,f,w,n,exp", ...
null
xclim/testing/tests/test_sdba/test_loess.py
test_loess.py
py
1,389
python
en
code
null
code-starcoder2
66
[ { "api_name": "xclim.sdba.loess._constant_regression", "line_number": 29, "usage_type": "name" }, { "api_name": "xclim.sdba.loess._linear_regression", "line_number": 29, "usage_type": "name" }, { "api_name": "numpy.linspace", "line_number": 30, "usage_type": "call" }, ...
117140568
import numpy as np import flask from flask import request, jsonify from sklearn.model_selection import train_test_split from sklearn.linear_model import LinearRegression def cube_root(n): """Find the cube root of a number """ return n ** (1./3.) def find_l_a_b(x, y, z, X_n, Y_n, Z_n): """Calculates ...
null
server.py
server.py
py
3,176
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.array", "line_number": 36, "usage_type": "call" }, { "api_name": "numpy.array", "line_number": 37, "usage_type": "call" }, { "api_name": "sklearn.linear_model.LinearRegression", "line_number": 38, "usage_type": "call" }, { "api_name": "numpy.a...
600861458
import collections import bpy import os import base64 from .Accessor import Accessor class Buffer: ARRAY_BUFFER = 34962 ELEMENT_ARRAY_BUFFER = 34963 BYTE = 5120 UNSIGNED_BYTE = 5121 SHORT = 5122 UNSIGNED_SHORT = 5123 INT = 5124 UNSIGNED_INT = 5125 FLOAT = 5126 MAT4 = 'MAT4' ...
null
types/Buffer.py
Buffer.py
py
4,104
python
en
code
null
code-starcoder2
66
[ { "api_name": "collections.OrderedDict", "line_number": 39, "usage_type": "call" }, { "api_name": "base64.b64encode", "line_number": 48, "usage_type": "call" }, { "api_name": "bpy.path.clean_name", "line_number": 50, "usage_type": "call" }, { "api_name": "bpy.path...
229748546
# -*-coding=utf-8 -* import numpy as np import matplotlib.pyplot as plt import matplotlib.gridspec as mpl_grid import CallistoFITS.CallistoMaths as cm import datetime class CallistoGraphs: """ Static class provides a lot of methods to plot Callisto data""" def _createDate(cali): "...
null
CallistoGraphs.py
CallistoGraphs.py
py
7,801
python
en
code
null
code-starcoder2
66
[ { "api_name": "datetime.datetime", "line_number": 28, "usage_type": "call" }, { "api_name": "numpy.arange", "line_number": 42, "usage_type": "call" }, { "api_name": "datetime.timedelta", "line_number": 44, "usage_type": "call" }, { "api_name": "numpy.arange", ...
87555860
''' Created on Jun 25, 2014 @author: pdono_000 ''' from bs4 import BeautifulSoup import urllib2 from HTMLParser import HTMLParser #site = 'http://www.4-traders.com/stock-exchange/shares/North-America-8/?Req=&p=2/' #page = urllib2.urlopen('http://www.4-traders.com/stock-exchange/shares/North-America-8/').read() page =...
null
GetURLs4T/src/GetURLsMain.py
GetURLsMain.py
py
1,021
python
en
code
null
code-starcoder2
66
[ { "api_name": "urllib2.urlopen", "line_number": 12, "usage_type": "call" }, { "api_name": "bs4.BeautifulSoup", "line_number": 13, "usage_type": "call" } ]
542043343
# -*- coding: UTF-8 -*- import torch as t from PIL import Image import torchvision as tv import torchvision.transforms as transforms from torchvision.transforms import ToPILImage import torch.nn as nn import torch.nn.functional as F from ga import GaNet, GsNet import os device = t.device("cuda:0" if t.cuda.is_available...
null
load_net.py
load_net.py
py
2,223
python
en
code
null
code-starcoder2
66
[ { "api_name": "torch.device", "line_number": 11, "usage_type": "call" }, { "api_name": "torch.cuda.is_available", "line_number": 11, "usage_type": "call" }, { "api_name": "torch.cuda", "line_number": 11, "usage_type": "attribute" }, { "api_name": "torchvision.tran...
181422617
""" Unit tests for fileio.py """ import pytest from abcvoting import fileio import os @pytest.mark.parametrize( "filename", ["test1.toi", "test2.soi", "test3.toc"] ) def test_readfile(filename): currdir = os.path.dirname(os.path.abspath(__file__)) profile = fileio.read_preflib_file( currdir + "/d...
null
tests/test_fileio.py
test_fileio.py
py
2,331
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.path.dirname", "line_number": 14, "usage_type": "call" }, { "api_name": "os.path", "line_number": 14, "usage_type": "attribute" }, { "api_name": "os.path.abspath", "line_number": 14, "usage_type": "call" }, { "api_name": "abcvoting.fileio.read_pr...
518659073
from __future__ import absolute_import from __future__ import division from __future__ import print_function import ROOT from enum import Enum import json import re import EgammaUser.EgammaDAS2020.MathTools as MathTools class PartStatus(Enum): INITIAL = 1 PREFSR = 2 FINAL = 3 def genpart_to_str(genpart...
null
python/GenTools.py
GenTools.py
py
5,421
python
en
code
null
code-starcoder2
66
[ { "api_name": "enum.Enum", "line_number": 12, "usage_type": "name" }, { "api_name": "EgammaUser.EgammaDAS2020.MathTools.cal_delta_r2", "line_number": 105, "usage_type": "call" }, { "api_name": "EgammaUser.EgammaDAS2020.MathTools", "line_number": 105, "usage_type": "name" ...
285366754
import logging from datetime import timedelta from dateutil import parser from django.contrib.auth.mixins import LoginRequiredMixin from django.db import transaction from django.http import HttpResponseRedirect from django.shortcuts import get_object_or_404 from django.utils import timezone from django.views.generic.ed...
null
zentral/contrib/munki/views.py
views.py
py
6,545
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 18, "usage_type": "call" }, { "api_name": "django.contrib.auth.mixins.LoginRequiredMixin", "line_number": 21, "usage_type": "name" }, { "api_name": "zentral.utils.api_views.BaseEnrollmentView", "line_number": 21, "usage_ty...
136886749
import pygame pygame.init() display = pygame.display.set_mode((400, 300)) pygame.display.update() pygame.display.set_caption('Snek') game_over = False while not game_over: for event in pygame.event.get(): if event.type == pygame.QUIT: game_over = True pygame.quit() quit()
null
Step 1 - Screen.py
Step 1 - Screen.py
py
301
python
en
code
null
code-starcoder2
66
[ { "api_name": "pygame.init", "line_number": 3, "usage_type": "call" }, { "api_name": "pygame.display.set_mode", "line_number": 5, "usage_type": "call" }, { "api_name": "pygame.display", "line_number": 5, "usage_type": "attribute" }, { "api_name": "pygame.display.u...
415500078
import torch import torch.nn as nn import torch.optim as optim import torchvision.transforms as transforms import time import random import os import numpy as np import torch import configure as c import pandas as pd from DB_wav_reader import read_feats_structure from SR_Dataset import read_MFB, TruncatedInputfromMFB,...
null
train_contrastive_loss.py
train_contrastive_loss.py
py
8,512
python
en
code
null
code-starcoder2
66
[ { "api_name": "torch.utils", "line_number": 18, "usage_type": "attribute" }, { "api_name": "random.sample", "line_number": 36, "usage_type": "call" }, { "api_name": "torch.Tensor", "line_number": 43, "usage_type": "call" }, { "api_name": "torch.cat", "line_num...
254177648
import numpy as np from lib.eigendecomp import get_inverse, get_dot_product, get_euclidean_norm, get_matrix_from_eigdec def main(): print("---------- Define the input matrix.") A = .25 * np.array([[7, -np.sqrt(3)], [-np.sqrt(3), 5]]) print(f"input matrix:\n{A}\n") print("---------- Do the ...
null
ex01/run_eigen.py
run_eigen.py
py
1,839
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.array", "line_number": 8, "usage_type": "call" }, { "api_name": "numpy.sqrt", "line_number": 8, "usage_type": "call" }, { "api_name": "numpy.linalg.eig", "line_number": 12, "usage_type": "call" }, { "api_name": "numpy.linalg", "line_number...
308597051
from octras import Evaluator, Loop from octras.matsim import MATSimSimulator from octras.tracker import PickleTracker from octras.algorithms import RandomWalk, CMAES, BatchBayesianOptimization from toy_example_problem import ToyExampleProblem import logging logging.basicConfig(level = logging.INFO) output_path = "o...
null
example/toy_example.py
toy_example.py
py
1,241
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.basicConfig", "line_number": 10, "usage_type": "call" }, { "api_name": "logging.INFO", "line_number": 10, "usage_type": "attribute" }, { "api_name": "octras.matsim.MATSimSimulator", "line_number": 17, "usage_type": "call" }, { "api_name": "t...
339756955
############################################################################## # # Mahnoor Anjum # manomaq@gmail.com # # References: # SuperDataScience, # Official Documentation # # ############################################################################## # Importing the libraries import...
null
U2-kmeans.py
U2-kmeans.py
py
2,435
python
en
code
null
code-starcoder2
66
[ { "api_name": "pandas.read_csv", "line_number": 20, "usage_type": "call" }, { "api_name": "matplotlib.pyplot.scatter", "line_number": 24, "usage_type": "call" }, { "api_name": "matplotlib.pyplot", "line_number": 24, "usage_type": "name" }, { "api_name": "matplotli...
265715470
#!/usr/bin/python #=========================================================================# # Author : Ankit Vashistha # # Script : USAVolcanoesMap.py # # Py Versions : 3.5 ...
null
USAVolcanoesMap.py
USAVolcanoesMap.py
py
1,827
python
en
code
null
code-starcoder2
66
[ { "api_name": "pandas.read_csv", "line_number": 15, "usage_type": "call" }, { "api_name": "folium.Map", "line_number": 32, "usage_type": "call" }, { "api_name": "folium.FeatureGroup", "line_number": 35, "usage_type": "call" }, { "api_name": "folium.CircleMarker", ...
253288742
# Section12-3 # 파이썬 데이터베이스 연동(SQLite) # 테이블 데이터 수정 및 삭제 import sqlite3 # DB 생성(파일) conn = sqlite3.connect('/Users/hyun/Desktop/FastCampus/python_basic/resource/database.db') # Cursor 연결 c = conn.cursor() # 데이터 수정 1 #c.execute("UPDATE users SET username = ? WHERE id = ?", ('niceman', 2)) #conn.commit() # 커밋 해줘야 반영됨...
null
section12-3.py
section12-3.py
py
1,291
python
en
code
null
code-starcoder2
66
[ { "api_name": "sqlite3.connect", "line_number": 8, "usage_type": "call" } ]
193694954
# http://stackoverflow.com/questions/1185634/how-to-solve-the-mastermind-guessing-game from collections import deque from collections import namedtuple from collections import Counter import itertools import os import sys Pegs = namedtuple('Pegs', 'black, white') combination = namedtuple("Combination", "colors, pegs"...
null
mm-solver.py
mm-solver.py
py
3,089
python
en
code
null
code-starcoder2
66
[ { "api_name": "collections.namedtuple", "line_number": 10, "usage_type": "call" }, { "api_name": "collections.namedtuple", "line_number": 11, "usage_type": "call" }, { "api_name": "os.system", "line_number": 12, "usage_type": "call" }, { "api_name": "collections.d...
317993055
import argparse import logging import sqlite3 import time import datetime import googlemaps from commute.database import Database from commute.model import Measurement def measure(logger, database, api_key, force=False): if force: routes = database.get_all_routes() else: routes = database.get...
null
commute/measure.py
measure.py
py
3,645
python
en
code
null
code-starcoder2
66
[ { "api_name": "googlemaps.Client", "line_number": 22, "usage_type": "call" }, { "api_name": "datetime.datetime.now", "line_number": 51, "usage_type": "call" }, { "api_name": "datetime.datetime", "line_number": 51, "usage_type": "attribute" }, { "api_name": "commut...
231427628
import torch import torch from torch import nn from torch.nn import functional as F from torch import tensor import pyro from pyro import distributions as dist import numpy as np from pyro.infer import mcmc import deepppl import os import pandas as pd import time import pystan from sklearn.datasets import make_blobs f...
null
deepppl/tests/inference/test_kmeans.py
test_kmeans.py
py
3,977
python
en
code
null
code-starcoder2
66
[ { "api_name": "pyro.infer.mcmc.NUTS", "line_number": 25, "usage_type": "call" }, { "api_name": "pyro.infer.mcmc", "line_number": 25, "usage_type": "name" }, { "api_name": "pyro.infer.mcmc.MCMC", "line_number": 26, "usage_type": "call" }, { "api_name": "pyro.infer....
622259529
# # Copyright 2011 Greg Bayer <greg@gbayer.com> # # 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...
null
livecount/counter.py
counter.py
py
7,663
python
en
code
null
code-starcoder2
66
[ { "api_name": "google.appengine.ext.db.Model", "line_number": 34, "usage_type": "attribute" }, { "api_name": "google.appengine.ext.db", "line_number": 34, "usage_type": "name" }, { "api_name": "google.appengine.ext.db.IntegerProperty", "line_number": 35, "usage_type": "ca...
584717741
#!/usr/bin/python3 from requests import get from bs4 import BeautifulSoup import re import smtplib from email.mime.text import MIMEText url = 'some URL' response = get(url) wholemessage="" html_soup = BeautifulSoup(response.text, 'html.parser') type(html_soup) titles = html_soup.find_all('a', title = re.compile("V...
null
webScrape.py
webScrape.py
py
1,032
python
en
code
null
code-starcoder2
66
[ { "api_name": "requests.get", "line_number": 11, "usage_type": "call" }, { "api_name": "bs4.BeautifulSoup", "line_number": 14, "usage_type": "call" }, { "api_name": "re.compile", "line_number": 17, "usage_type": "call" }, { "api_name": "re.sub", "line_number":...
69125686
import pygame class Ship(): # screen is where the ship will be drawn. # Start each new ship at the bottom center of the screen. # center of screen: center,centerx,centery def __init__(self,screen): """Initialize the ship and set its starting position.""" self.screen=screen # Lo...
null
alien invasion/ship.py
ship.py
py
1,011
python
en
code
null
code-starcoder2
66
[ { "api_name": "pygame.image.load", "line_number": 12, "usage_type": "call" }, { "api_name": "pygame.image", "line_number": 12, "usage_type": "attribute" } ]
328694948
import os import tensorflow as tf import argparse import numpy as np import cv2 import tensorflow.contrib.layers as layers from tensorflow.contrib.framework import arg_scope import models.resnet.resnet_utils as resnet_utils import eval_helper import losses import datasets.reader as reader #import datasets.flip_reade...
null
OLD/models/resnet/ladder_old.py
ladder_old.py
py
16,014
python
en
code
null
code-starcoder2
66
[ { "api_name": "tensorflow.app", "line_number": 18, "usage_type": "attribute" }, { "api_name": "tensorflow.contrib.layers.variance_scaling_initializer", "line_number": 27, "usage_type": "call" }, { "api_name": "tensorflow.contrib.layers", "line_number": 27, "usage_type": "...
445422913
import glob import io import os import secrets import shutil import json from fastai.vision import Learner, ClassificationInterpretation import utils as utils import model_service as ms def get_path() -> str : return os.getcwd() + '/turmas/' def new_filename(turma: str, extension : str) -> str : filename ...
null
servidor/turma_service.py
turma_service.py
py
7,758
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.getcwd", "line_number": 15, "usage_type": "call" }, { "api_name": "secrets.token_hex", "line_number": 19, "usage_type": "call" }, { "api_name": "secrets.token_hex", "line_number": 21, "usage_type": "call" }, { "api_name": "os.walk", "line_num...
151385447
### This module contains basic preprocessing functions for processing the unity VR log file import pandas as pd import numpy as np from dataclasses import dataclass, asdict from os import mkdir, makedirs from os.path import sep, isfile, exists import json #dataframe column defs objDfCols = ['name','collider','px','py...
null
unityvr/preproc/logproc.py
logproc.py
py
11,423
python
en
code
null
code-starcoder2
66
[ { "api_name": "pandas.DataFrame", "line_number": 30, "usage_type": "attribute" }, { "api_name": "pandas.DataFrame", "line_number": 31, "usage_type": "attribute" }, { "api_name": "pandas.DataFrame", "line_number": 32, "usage_type": "attribute" }, { "api_name": "pan...
161824698
# -*- coding: utf-8 -*- """Verify local cluster.""" import sys from dask.distributed import Client def verify(master_ip): """Verify cluster.""" try: Client("{}".format(master_ip)) except Exception: raise ValueError("Client can't running") if __name__ == "__main__": verify(sys.argv[1]...
null
built-in/TensorFlow/Official/cv/image_classification/ResnetVariant_for_TensorFlow/automl/deploy/verify_local_cluster.py
verify_local_cluster.py
py
322
python
en
code
null
code-starcoder2
66
[ { "api_name": "dask.distributed.Client", "line_number": 10, "usage_type": "call" }, { "api_name": "sys.argv", "line_number": 16, "usage_type": "attribute" } ]
219193275
import smtplib import re import cookielib import mechanize# from BeautifulSoup import BeautifulSoup import time from datetime import date, datetime saved_search_url = 'https://www.linkedin.com/vsearch/j?distance=50&countryCode=us&postalCode=94401&sortBy=DD&trk=vsrp_jobs_pivotbar_ssdviewall' def sendemail(str1,str2=Non...
null
linkedinChecker.py
linkedinChecker.py
py
3,873
python
en
code
null
code-starcoder2
66
[ { "api_name": "smtplib.SMTP", "line_number": 14, "usage_type": "call" }, { "api_name": "re.findall", "line_number": 36, "usage_type": "call" }, { "api_name": "time.strptime", "line_number": 57, "usage_type": "call" }, { "api_name": "time.strptime", "line_numbe...
277523699
# Created by Egor Kostan. # GitHub: https://github.com/ikostan # LinkedIn: https://www.linkedin.com/in/egor-kostan/ import allure import unittest import pytest from tests.config import Config from utils.get_args_from_cli import get_args from utils.register_user import register_user from utils.clean_database import...
null
tests/e2e_tests/login_logout/positive/user_login_from_about_us_page_test.py
user_login_from_about_us_page_test.py
py
5,699
python
en
code
null
code-starcoder2
66
[ { "api_name": "unittest.TestCase", "line_number": 34, "usage_type": "attribute" }, { "api_name": "expected_results.users.base_user.BaseUser", "line_number": 38, "usage_type": "call" }, { "api_name": "expected_results.users.valid_users_templates.jane_doe.JaneDoe", "line_number...
60085252
"""Test the Shift forms""" from django.contrib.sessions.middleware import SessionMiddleware from django.urls import reverse from django.utils import timezone from test_plus.test import RequestFactory, TestCase from clock.shifts.forms import ShiftForm from clock.shifts.models import Shift class ShiftFormTest(TestCase...
null
clock/shifts/tests/test_forms.py
test_forms.py
py
4,464
python
en
code
null
code-starcoder2
66
[ { "api_name": "test_plus.test.TestCase", "line_number": 11, "usage_type": "name" }, { "api_name": "test_plus.test.RequestFactory", "line_number": 15, "usage_type": "call" }, { "api_name": "django.contrib.sessions.middleware.SessionMiddleware", "line_number": 22, "usage_ty...
552006777
# { # "index":0, # "timestamp":"", # "transactions":[ # { # "sender":"", # "recipient":"", # "amount":5 # } # ], # "proof":"", # "previus_hash":"", # } # # chain:链结构信息,数组 # current_transactions :当前的交易信息 # new_block方法:新的快 # new_transactions方法:新的交易 # hash静态方法:计算区块的hash # last_block方法:当前区块中最后一个块 # sende...
null
blockchain.py
blockchain.py
py
6,589
python
en
code
null
code-starcoder2
66
[ { "api_name": "urllib.parse.urlparse", "line_number": 51, "usage_type": "call" }, { "api_name": "requests.get", "line_number": 81, "usage_type": "call" }, { "api_name": "time.time", "line_number": 99, "usage_type": "call" }, { "api_name": "json.dumps", "line_n...
299097647
from flask import Flask, request, jsonify from flask_restful import abort import json def get(app): with open('data.json', 'r') as f: data = json.load(f) if not data: abort(400, message="Could not find any data.") return data def post(app): data = request.get_json() ...
null
pythonReactProject/composetest/api/api.py
api.py
py
505
python
en
code
null
code-starcoder2
66
[ { "api_name": "json.load", "line_number": 8, "usage_type": "call" }, { "api_name": "flask_restful.abort", "line_number": 10, "usage_type": "call" }, { "api_name": "flask.request.get_json", "line_number": 14, "usage_type": "call" }, { "api_name": "flask.request", ...
650334878
import numpy as np import matplotlib.pyplot as plt import pandas as pd theta1_1,omega1_1,theta2_1,omega2_1 = np.genfromtxt("data/ersten.txt",unpack=True) theta1_2,omega1_2,theta2_2,omega2_2 = np.genfromtxt("data/quasi.txt",unpack=True) theta1_3,omega1_3,theta2_3,omega2_3 = np.genfromtxt("data/chaos.txt",unpack=True) ...
null
Lars/Blatt8/Aufgabe2/plot.py
plot.py
py
5,202
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.genfromtxt", "line_number": 6, "usage_type": "call" }, { "api_name": "numpy.genfromtxt", "line_number": 7, "usage_type": "call" }, { "api_name": "numpy.genfromtxt", "line_number": 8, "usage_type": "call" }, { "api_name": "numpy.cos", "line...
70565698
# -*- coding: utf-8 -*- """ Created on Sun Fir 23 19:50:38 2021 @author: JIA HB """ import numpy as np import scipy.io.wavfile import matplotlib.pylab as plt sample_rate, signal = scipy.io.wavfile.read("C:\\Users\\12610\\Downloads\\Music\\OSR_us_000_0010_8k.wav") signal = signal[0: int(3.5*sample_rate)] #3.5秒...
null
MFCC.py
MFCC.py
py
2,379
python
en
code
null
code-starcoder2
66
[ { "api_name": "scipy.io.wavfile.io.wavfile.read", "line_number": 9, "usage_type": "call" }, { "api_name": "scipy.io.wavfile.io", "line_number": 9, "usage_type": "attribute" }, { "api_name": "scipy.io.wavfile", "line_number": 9, "usage_type": "name" }, { "api_name"...
615381906
from multiprocessing.dummy import Pool as ThreadPool import numpy as np from sklearn.cluster import DBSCAN from sklearn import metrics from ldms import * import ldms_transform as lt from PhaseDetection import * from PhaseDetectionPlot import * class PDExperiment(object): """A customer of ABC Bank with a check...
null
PhaseDetectionExperiments.py
PhaseDetectionExperiments.py
py
31,441
python
en
code
null
code-starcoder2
66
[ { "api_name": "sklearn.metrics", "line_number": 171, "usage_type": "name" }, { "api_name": "ldms_transform.create_transform_event", "line_number": 176, "usage_type": "call" }, { "api_name": "sklearn.metrics", "line_number": 206, "usage_type": "name" }, { "api_name...
219854563
# Copyright 2021 Hathor Labs # # 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, s...
null
hathor/transaction/resources/mempool.py
mempool.py
py
3,909
python
en
code
null
code-starcoder2
66
[ { "api_name": "hathor.conf.HathorSettings", "line_number": 25, "usage_type": "call" }, { "api_name": "typing.TYPE_CHECKING", "line_number": 27, "usage_type": "name" }, { "api_name": "twisted.web.resource.Resource", "line_number": 34, "usage_type": "attribute" }, { ...
630140648
import os import io import time import re import tempfile from PIL import Image import argparse from adb_shell.adb_device import AdbDeviceTcp from adb_shell.auth.sign_pythonrsa import PythonRSASigner from constants import * # useful terminal commands: # connect to phone via usb: ## adb start-server # list connec...
null
adb_connector.py
adb_connector.py
py
11,915
python
en
code
null
code-starcoder2
66
[ { "api_name": "time.time", "line_number": 111, "usage_type": "call" }, { "api_name": "time.time", "line_number": 125, "usage_type": "call" }, { "api_name": "adb_shell.adb_device.AdbDeviceTcp", "line_number": 136, "usage_type": "call" }, { "api_name": "os.path.expa...
184076430
import sys import logging from homeassistant.helpers import device_registry as dr from .const import * _LOGGER = logging.getLogger(__name__) class DeviceManager: def __init__(self, hass, ha): self._hass = hass self._ha = ha self._devices = {} self._data_manager = self._ha.data_...
null
custom_components/edgeos/device_manager.py
device_manager.py
py
2,470
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 7, "usage_type": "call" }, { "api_name": "homeassistant.helpers.device_registry.async_get_registry", "line_number": 20, "usage_type": "call" }, { "api_name": "homeassistant.helpers.device_registry", "line_number": 20, "usa...
277679039
import os, json def ParseConfigFile(path): with open(path, "r") as cfgFile: config = json.loads(cfgFile.read()) cfgFile.close() watch = config['watch'] exclude = config['exclude'] execute = config['execute'] if exclude is None or watch is None: ...
null
helper.py
helper.py
py
454
python
en
code
null
code-starcoder2
66
[ { "api_name": "json.loads", "line_number": 5, "usage_type": "call" } ]
89330650
#!/usr/bin/env python3 """Script to remove circular references Example: $ python3 oas_noloop.py input.yaml output.yaml """ import argparse from pathlib import Path import logging import yaml def create_parser(): """Create the argument parse Returns: [Parser]: Returns a argument parser """ t...
null
scripts/oas-noloop.py
oas-noloop.py
py
2,419
python
en
code
null
code-starcoder2
66
[ { "api_name": "argparse.ArgumentParser", "line_number": 20, "usage_type": "call" }, { "api_name": "pathlib.Path", "line_number": 21, "usage_type": "name" }, { "api_name": "pathlib.Path", "line_number": 22, "usage_type": "name" }, { "api_name": "pathlib.Path", ...
38690483
import jsonpatch def make_sender(uid, label): # Up to date with apiary mock server: 16/11/2017 type = "multicast" status = True codec = "Calrec-32" # Test variable packetTime = 125 # Test variable sampleRate =...
null
lightsOut/constructJSON.py
constructJSON.py
py
3,320
python
en
code
null
code-starcoder2
66
[ { "api_name": "jsonpatch.JsonPatch", "line_number": 102, "usage_type": "call" }, { "api_name": "jsonpatch.JsonPatch", "line_number": 117, "usage_type": "call" } ]
379782021
from itertools import product from math import log import find_max_path.FindMaxPath_DPBacktrack from graph import DirectedGraph from helpers.Utils import slide_window with open('/home/user/Downloads/dataset_240400_7.txt') as f: lines = f.read().splitlines(keepends=False) emitted_symbols = lines[0] symbols = set(l...
null
docs/data/learn/Bioinformatics/input/ch10_code/src/Stepik.10.6.CodeChallenge.ViterbiAlgorithm.py
Stepik.10.6.CodeChallenge.ViterbiAlgorithm.py
py
3,703
python
en
code
null
code-starcoder2
66
[ { "api_name": "itertools.product", "line_number": 29, "usage_type": "call" }, { "api_name": "itertools.product", "line_number": 33, "usage_type": "call" }, { "api_name": "graph.DirectedGraph.Graph", "line_number": 38, "usage_type": "call" }, { "api_name": "graph.D...
562477608
import torch from torchnlp.encoders.text import DelimiterEncoder import numpy as np from rdkit import Chem from ..utils import parse_smiles def atom_to_string(atom: Chem.Atom) -> str: return '{}|{}|{}|{}|{}|{}|{}|{}|{}|{}|{}|{}|{}|{}'.format( atom.GetChiralTag(), atom.GetDegree(), atom.G...
null
graphchem/preprocessing/features.py
features.py
py
3,086
python
en
code
null
code-starcoder2
66
[ { "api_name": "rdkit.Chem.Atom", "line_number": 9, "usage_type": "attribute" }, { "api_name": "rdkit.Chem", "line_number": 9, "usage_type": "name" }, { "api_name": "rdkit.Chem.Bond", "line_number": 29, "usage_type": "attribute" }, { "api_name": "rdkit.Chem", "...
52845488
import random from typing import List import matplotlib.lines as mlines import matplotlib.pyplot as plt import numpy as np from sympy import Point def cluster(x, y, deviation=10, n=100): source = [x, y] points = [] for _ in range(n): newCoords = [source[i] + random.random() * deviation for i in ...
null
polyhedra/utils.py
utils.py
py
2,230
python
en
code
null
code-starcoder2
66
[ { "api_name": "random.random", "line_number": 15, "usage_type": "call" }, { "api_name": "numpy.array", "line_number": 18, "usage_type": "call" }, { "api_name": "numpy.array", "line_number": 24, "usage_type": "call" }, { "api_name": "numpy.append", "line_number...
579093684
import os from os import listdir from os.path import join from typing import Dict, Union, List from overrides import overrides from allennlp.common.file_utils import cached_path from allennlp.data.dataset_readers.dataset_reader import DatasetReader from allennlp.data.fields import LabelF...
null
library/dataset_readers/THUCNews_HAN.py
THUCNews_HAN.py
py
2,349
python
en
code
null
code-starcoder2
66
[ { "api_name": "allennlp.data.dataset_readers.dataset_reader.DatasetReader", "line_number": 16, "usage_type": "name" }, { "api_name": "allennlp.data.tokenizers.Tokenizer", "line_number": 24, "usage_type": "name" }, { "api_name": "typing.Dict", "line_number": 25, "usage_typ...
121443849
''' Library Import ''' # for filepath, fileopen, system import os import sys from platform import system # for excel import numpy as np import pandas as pd # for docx from docx import Document ''' Resource Path: Mac vs Windows; Absolute vs. Relative ''' _IS_MAC = system() == 'Darwin' def resource_path(relati...
null
NameCard/ncUtils.py
ncUtils.py
py
3,420
python
en
code
null
code-starcoder2
66
[ { "api_name": "platform.system", "line_number": 19, "usage_type": "call" }, { "api_name": "os.path.dirname", "line_number": 23, "usage_type": "call" }, { "api_name": "os.path", "line_number": 23, "usage_type": "attribute" }, { "api_name": "os.path.abspath", "l...
267806745
from fpdf import FPDF, HTMLMixin from PydoNovosoft.utils import Utils class HTML2PDF(FPDF, HTMLMixin): def set_data(self, route=None, vehicle=None, start_date=None, tolerancia=1,total_pages=1): self._route = route self._vehicle = vehicle self._start_date = start_date self._tolera...
null
classes/pdfreport.py
pdfreport.py
py
2,027
python
en
code
null
code-starcoder2
66
[ { "api_name": "fpdf.FPDF", "line_number": 6, "usage_type": "name" }, { "api_name": "fpdf.HTMLMixin", "line_number": 6, "usage_type": "name" }, { "api_name": "PydoNovosoft.utils.Utils.format_date", "line_number": 28, "usage_type": "call" }, { "api_name": "PydoNovos...
102017847
import torch def channelShuffle(input, groups=16): M, C, H, W = input.data.size() channels_per_group = C//groups input = input.view(M, groups, channels_per_group, H, W) print(input.size()) #- contiguous() required if transpose() is used before view(). input = torch.transpose(input,1,2).conti...
null
blocks/channelshuffle.py
channelshuffle.py
py
481
python
en
code
null
code-starcoder2
66
[ { "api_name": "torch.transpose", "line_number": 12, "usage_type": "call" }, { "api_name": "torch.randn", "line_number": 19, "usage_type": "call" } ]
649766584
from typing import Tuple from exercices.visualize import show_samples import numpy as np def random_sample(category: int) -> Tuple[np.ndarray, int]: return (np.random.rand(28, 28, 1), category) #  select random images of each monkey category ''' - iterate over train folder (n0,n1,n2,...) - for each folder take...
null
mktd-keras-miniproject/project/visualize.py
visualize.py
py
532
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.random.rand", "line_number": 8, "usage_type": "call" }, { "api_name": "numpy.random", "line_number": 8, "usage_type": "attribute" }, { "api_name": "typing.Tuple", "line_number": 7, "usage_type": "name" }, { "api_name": "numpy.ndarray", "li...
26623230
# -*- coding: utf-8 -*- """ Created on Sun May 14 10:51:03 2017 @author: JasonJe """ import numpy as np import pandas as pd from sklearn.naive_bayes import MultinomialNB filename = 'data.txt' dataSet = pd.read_csv(filename, sep = '\t', index_col = '编号') #哑变量处理 featureDict = [] new_dataSet = pd.DataFrame() for i in ...
null
naive_Bayes/naiveBayes_sk.py
naiveBayes_sk.py
py
1,092
python
en
code
null
code-starcoder2
66
[ { "api_name": "pandas.read_csv", "line_number": 13, "usage_type": "call" }, { "api_name": "pandas.DataFrame", "line_number": 17, "usage_type": "call" }, { "api_name": "pandas.concat", "line_number": 31, "usage_type": "call" }, { "api_name": "sklearn.naive_bayes.Mu...
229171587
import pandas as pd import numpy as np from itertools import combinations from scipy import sparse import matplotlib.pyplot as plt from sklearn.metrics import accuracy_score from sklearn.model_selection import train_test_split from sklearn.model_selection import GridSearchCV from sklearn.metrics import classifi...
null
Learner&baseline/SVM_wtFSSS_v2.py
SVM_wtFSSS_v2.py
py
4,749
python
en
code
null
code-starcoder2
66
[ { "api_name": "scipy.sparse.load_npz", "line_number": 16, "usage_type": "call" }, { "api_name": "scipy.sparse", "line_number": 16, "usage_type": "name" }, { "api_name": "pandas.read_csv", "line_number": 17, "usage_type": "call" }, { "api_name": "pandas.read_csv", ...
348824451
''' name of dataset and description of its contents hyperlink to where raw data is hosted brief summary of your import mechanism movies scraped from wikipedia https://raw.githubusercontent.com/prust/wikipedia-movie-data/master/movies.json import mechanism this is done with code that is garunteed to run a...
null
11_mongoflask/moviemango.py
moviemango.py
py
5,310
python
en
code
null
code-starcoder2
66
[ { "api_name": "pymongo.MongoClient", "line_number": 33, "usage_type": "call" }, { "api_name": "json.loads", "line_number": 42, "usage_type": "call" } ]
216046094
import nltk, re, pprint, operator, sys, os, fnmatch, fileinput from nltk import word_tokenize from timeit import default_timer as timer ## fileToParse = open('RST_EDUs.txt').read() ## change dir to whereever dict is hashdir = 'C:/Users/student/Dropbox/2016_05_RST/pRST/hash/' #outdir = 'C:/Users/student/Dropbox/2016_0...
null
RST/data/RSTtrees-WSJ-main-1.0/TRAINING/1_EDU_tag.py
1_EDU_tag.py
py
2,900
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.chdir", "line_number": 32, "usage_type": "call" }, { "api_name": "os.listdir", "line_number": 38, "usage_type": "call" }, { "api_name": "fnmatch.fnmatch", "line_number": 40, "usage_type": "call" }, { "api_name": "nltk.word_tokenize", "line_nu...
487713964
# coding:utf-8 ''' @author = super_fazai @File : ali_1688_comment_parse.py @Time : 2018/4/9 12:46 @connect : superonesfazai@gmail.com ''' import sys sys.path.append('..') from my_phantomjs import MyPhantomjs # from my_requests import MyRequests from my_logging import set_logger from my_utils import get_shangha...
null
python网络数据采集/my_爬虫_进阶_之路/scrapy框架/my_spiders/电商项目集合/阿里1688_淘宝_天猫_京东_折800_卷皮_拼多多_蜜芽_蘑菇街_楚楚街_唯品会_聚美优品/my_flask_server/comment_spiders/ali_1688_comment_parse.py
ali_1688_comment_parse.py
py
9,794
python
en
code
null
code-starcoder2
66
[ { "api_name": "sys.path.append", "line_number": 11, "usage_type": "call" }, { "api_name": "sys.path", "line_number": 11, "usage_type": "attribute" }, { "api_name": "my_logging.set_logger", "line_number": 32, "usage_type": "call" }, { "api_name": "settings.MY_SPIDE...
645581027
import time, random import telegram from selenium import webdriver from apscheduler.schedulers.blocking import BlockingScheduler # telegram 연결 my_token = '1452258160:AAE-vBhMASThkE90ZD0X7SygYyxIBemnm9c' bot = telegram.Bot(token=my_token) # 커리어 연세 접속 driver = webdriver.Chrome("C:\\Users\\user\\PycharmProjects\\chromed...
null
crawl.py
crawl.py
py
1,516
python
en
code
null
code-starcoder2
66
[ { "api_name": "telegram.Bot", "line_number": 8, "usage_type": "call" }, { "api_name": "selenium.webdriver.Chrome", "line_number": 11, "usage_type": "call" }, { "api_name": "selenium.webdriver", "line_number": 11, "usage_type": "name" }, { "api_name": "time.sleep",...
234751946
"""Neural Network class""" import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim import torch.utils.data import numpy as np import matplotlib.pyplot as plt """ the neural network class inherits from nn.Module the default functions init (constructor) and forward have to be defi...
null
torch_net_class.py
torch_net_class.py
py
5,844
python
en
code
null
code-starcoder2
66
[ { "api_name": "torch.nn.Module", "line_number": 17, "usage_type": "attribute" }, { "api_name": "torch.nn", "line_number": 17, "usage_type": "name" }, { "api_name": "torch.nn.ModuleList", "line_number": 40, "usage_type": "call" }, { "api_name": "torch.nn", "lin...
48146773
#coding:utf-8 ''' 1. python monitor_notice.py "CN2" "msg" "send test email" 2. python monitor_notice.py "CN2" "email" "test" "send test email" ''' import os import sys import json import time import json import urllib2 import logging import logging.handlers import traceback SUCCESS_CODE = u"200" NOTICE_EMAIL = u"ema...
null
Tasks/notice.py
notice.py
py
5,639
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 22, "usage_type": "call" }, { "api_name": "json.dumps", "line_number": 52, "usage_type": "call" }, { "api_name": "urllib2.Request", "line_number": 60, "usage_type": "call" }, { "api_name": "urllib2.urlopen", "l...
250680392
import numpy as np from pydub import AudioSegment from notes_directory import NotesDirectory from audio_comparer import AudioComparer from jmetal.core.problem import BinaryProblem from jmetal.core.solution import BinarySolution # Analizing frequencies from scipy.io import wavfile import crepe class MusicProblem(Bina...
null
music_problem.py
music_problem.py
py
2,398
python
en
code
null
code-starcoder2
66
[ { "api_name": "jmetal.core.problem.BinaryProblem", "line_number": 13, "usage_type": "name" }, { "api_name": "audio_comparer.AudioComparer", "line_number": 22, "usage_type": "call" }, { "api_name": "notes_directory.NotesDirectory", "line_number": 23, "usage_type": "call" ...
545707301
import os import sys from tkinter.filedialog import askdirectory from tkinter import messagebox import threading import pygame from mutagen.id3 import ID3 from tkinter import * from socket import * class AudioPlayer: def __init__(self,clientSocket,Tmpfolder): self.root = Tk() self.root.title("Cli...
null
Client/MultithreadingTCPClient2.py
MultithreadingTCPClient2.py
py
7,550
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.path.dirname", "line_number": 22, "usage_type": "call" }, { "api_name": "os.path", "line_number": 22, "usage_type": "attribute" }, { "api_name": "pygame.mixer.quit", "line_number": 69, "usage_type": "call" }, { "api_name": "pygame.mixer", "li...
331775730
import matplotlib import matplotlib.pyplot as plt import numpy from datasetManager import cstDataset, cstSequence, reduceTwoSeqPlots from plotUtilsForPaper import latexField, fixExponentialAxes, removeExponentialNotationOnAxis import plot_defaults sourceDb = '/home/jeff/work/rotNSruns/allRuns3-25-13.db' ye = 0.1 colo...
null
diffRotPlots4-11-13.py
diffRotPlots4-11-13.py
py
3,768
python
en
code
null
code-starcoder2
66
[ { "api_name": "plotUtilsForPaper.latexField", "line_number": 30, "usage_type": "call" }, { "api_name": "datasetManager.cstDataset", "line_number": 37, "usage_type": "call" }, { "api_name": "datasetManager.cstSequence", "line_number": 38, "usage_type": "call" }, { ...
58609415
from rest_framework import serializers from .models import Vendor from django.contrib.auth.models import User class VendorViewSerializer(serializers.ModelSerializer): class Meta: model = Vendor fields = ('id','name','products','address','city','pincode','phone','details') class VendorCreat...
null
vendors/serializers.py
serializers.py
py
1,246
python
en
code
null
code-starcoder2
66
[ { "api_name": "rest_framework.serializers.ModelSerializer", "line_number": 5, "usage_type": "attribute" }, { "api_name": "rest_framework.serializers", "line_number": 5, "usage_type": "name" }, { "api_name": "models.Vendor", "line_number": 7, "usage_type": "name" }, { ...
502848258
from django.urls import path, include from request.views.views import CreateListPartView, ReadUpdatePartView, DeletePartView, ListPartView app_name = 'part' urlpatterns = [ path('list', ListPartView.as_view(), name='list'), path('<int:order_pk>/insert', CreateListPartView.as_view(), name='insert'), path('...
null
app/request/urls/order/part.py
part.py
py
485
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.urls.path", "line_number": 7, "usage_type": "call" }, { "api_name": "request.views.views.ListPartView.as_view", "line_number": 7, "usage_type": "call" }, { "api_name": "request.views.views.ListPartView", "line_number": 7, "usage_type": "name" }, ...
599360534
import pandas as pd import json import matplotlib.pyplot as plt from sklearn import preprocessing from sklearn.linear_model import LogisticRegression from sklearn.model_selection import StratifiedShuffleSplit, train_test_split from sklearn.preprocessing import StandardScaler from sklearn.ensemble import RandomForestCla...
null
src/food_main.py
food_main.py
py
5,384
python
en
code
null
code-starcoder2
66
[ { "api_name": "pandas.read_csv", "line_number": 39, "usage_type": "call" }, { "api_name": "pandas.read_csv", "line_number": 40, "usage_type": "call" }, { "api_name": "sklearn.model_selection.train_test_split", "line_number": 98, "usage_type": "call" }, { "api_name...
350494205
from django.db import models from django.contrib.auth.models import AbstractUser import json, requests # Create your models here. client_id = 'f3ea399637c141278aabea52b5c03384' client_secret = 'a269bf48103c425cbcdf6edfb7f215d6' class User(AbstractUser): spotify_name = models.CharField(max_length=100) access_to...
null
main_site/models.py
models.py
py
4,150
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.contrib.auth.models.AbstractUser", "line_number": 8, "usage_type": "name" }, { "api_name": "django.db.models.CharField", "line_number": 9, "usage_type": "call" }, { "api_name": "django.db.models", "line_number": 9, "usage_type": "name" }, { "...
46541200
import cv2 import numpy as np import time video_capture = cv2.VideoCapture(0) fourcc = cv2.VideoWriter_fourcc('m','p','4','v')# note the lower case frame_width = int(video_capture.get(3)) frame_height = int(video_capture.get(4)) out = cv2.VideoWriter('Harry_Potter.mp4',fourcc , 10, (frame_width,frame_height), True) for...
null
cloak2.py
cloak2.py
py
2,301
python
en
code
null
code-starcoder2
66
[ { "api_name": "cv2.VideoCapture", "line_number": 4, "usage_type": "call" }, { "api_name": "cv2.VideoWriter_fourcc", "line_number": 5, "usage_type": "call" }, { "api_name": "cv2.VideoWriter", "line_number": 8, "usage_type": "call" }, { "api_name": "numpy.flip", ...
248864784
""" ## Utility Tool (Self Serve) For indexing datasets from s3 into an existing product and OWS layer/s. #### Utility customisation The DAG can be parameterized with run time configuration `product` and `s3_glob` The commands which are executed are: 1. `s3-to-dc --no-sign-request --skip-lineage` 2. update ows 3. upd...
null
dags/utility/utility_annual_workflow.py
utility_annual_workflow.py
py
3,397
python
en
code
null
code-starcoder2
66
[ { "api_name": "datetime.datetime", "line_number": 56, "usage_type": "call" }, { "api_name": "datetime.timedelta", "line_number": 61, "usage_type": "call" }, { "api_name": "infra.variables.DB_HOSTNAME", "line_number": 64, "usage_type": "name" }, { "api_name": "infr...
126720320
from twisted.internet.defer import inlineCallbacks from twisted.internet import reactor from twisted.web import client, server from genshi.template import TemplateLoader from infobat.database import NoSuchBan from infobat.config import conf from infobat.util import parse_time_string from klein.resource import KleinReso...
null
infobat/http.py
http.py
py
3,797
python
en
code
null
code-starcoder2
66
[ { "api_name": "twisted.web.client.HTTPPageGetter", "line_number": 13, "usage_type": "attribute" }, { "api_name": "twisted.web.client", "line_number": 13, "usage_type": "name" }, { "api_name": "twisted.web.client.HTTPClientFactory", "line_number": 16, "usage_type": "attrib...
321000604
import numbers import openpyxl import os import sys import requests import subprocess from django.conf import settings PRICE_FILES_DIR = os.path.join(settings.PROJECT_DIR, 'price_files') AUTO_NAME = 'price_file' def isint(value): try: int(value) return True except ValueError: return...
null
priceprocessor/utils.py
utils.py
py
6,962
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.path.join", "line_number": 11, "usage_type": "call" }, { "api_name": "os.path", "line_number": 11, "usage_type": "attribute" }, { "api_name": "django.conf.settings.PROJECT_DIR", "line_number": 11, "usage_type": "attribute" }, { "api_name": "djang...
595531505
from photons_app.errors import PhotonsAppError from photons_app import helpers as hp from photons_messages import DeviceMessages, TileMessages from photons_themes.coords import user_coords_to_pixel_coords from photons_products_registry import capability_for_ids from photons_themes.theme import ThemeColor as Color from...
null
photons_tile_paint/animation.py
animation.py
py
7,194
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 16, "usage_type": "call" }, { "api_name": "photons_app.errors.PhotonsAppError", "line_number": 18, "usage_type": "name" }, { "api_name": "photons_themes.coords.user_coords_to_pixel_coords", "line_number": 21, "usage_type":...
193796557
__author__ = "Grant Curell" __copyright__ = "Do what you want with it" __license__ = "GPLv3" __version__ = "1.0.0" __maintainer__ = "Grant Curell" """ An OpenFlow 1.3 L2 learning switch implementation. """ import json import sys import communityid from webob import Response from ryu.controller import ofp_event from ...
null
restapi.py
restapi.py
py
16,796
python
en
code
null
code-starcoder2
66
[ { "api_name": "ryu.ofproto.ofproto_v1_3.OFP_VERSION", "line_number": 40, "usage_type": "attribute" }, { "api_name": "ryu.ofproto.ofproto_v1_3", "line_number": 40, "usage_type": "name" }, { "api_name": "ryu.controller.handler.set_ev_cls", "line_number": 49, "usage_type": "...
172108823
import requests import json def SanHu(number): u""" 三户查询接口 :param number: 要查询手机号码 :return: 0:CBSS 1:ESS 其它返回具体错误信息 """ url = 'http://m.hlj165.com/cp/aop/sanHu' postdata = { "user": "worp", "pwd": "worp", "number": str(number) } res = requests.post(url,data=po...
null
traffic.py
traffic.py
py
3,248
python
en
code
null
code-starcoder2
66
[ { "api_name": "requests.post", "line_number": 14, "usage_type": "call" }, { "api_name": "json.loads", "line_number": 17, "usage_type": "call" }, { "api_name": "requests.post", "line_number": 39, "usage_type": "call" }, { "api_name": "requests.post", "line_numb...
278197814
#!/usr/bin/env python3 # -*- coding: utf-8 -*- import numpy as np from scipy.linalg import cho_factor, cho_solve, LinAlgError from gprn.weightFunction import Linear class simpleGP(object): """ Class to create our simple Gaussian process "branch". Parameters: node = node function being ...
null
gprn/simpleGP.py
simpleGP.py
py
12,708
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.identity", "line_number": 25, "usage_type": "call" }, { "api_name": "numpy.zeros_like", "line_number": 61, "usage_type": "call" }, { "api_name": "numpy.zeros", "line_number": 84, "usage_type": "call" }, { "api_name": "gprn.weightFunction.Linea...