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
488639420
#!/usr/bin/python3 #-*- coding: utf-8 -*- import os import sys import sqlite3 from tkinter import * from tkinter.messagebox import * from tkinter.scrolledtext import * ############################################################################### ### classe principale du répertoire ###################################...
null
repertoire_telephonique/repertoire.py
repertoire.py
py
17,200
python
en
code
null
code-starcoder2
76
[ { "api_name": "sys.exit", "line_number": 99, "usage_type": "call" }, { "api_name": "os.path.exists", "line_number": 124, "usage_type": "call" }, { "api_name": "os.path", "line_number": 124, "usage_type": "attribute" }, { "api_name": "sqlite3.connect", "line_nu...
488113519
import h5py as h5 import numpy as np import os import matplotlib #This performs mean subtraction and divides each image by its standard devation, so each image is centered at zero and has a std of 1 def mean_subtract(dataset): s = dataset.shape #get the shape m = np.mean(dataset, axis = (1, 2)) #get ...
null
V2/Code/make_norm.py
make_norm.py
py
6,556
python
en
code
null
code-starcoder2
76
[ { "api_name": "numpy.mean", "line_number": 9, "usage_type": "call" }, { "api_name": "numpy.repeat", "line_number": 10, "usage_type": "call" }, { "api_name": "numpy.reshape", "line_number": 11, "usage_type": "call" }, { "api_name": "numpy.std", "line_number": 1...
518431605
from flask import Flask, request, redirect, url_for, render_template from flask_modus import Modus from flask_sqlalchemy import SQLAlchemy app = Flask(__name__) app.config['SQLALCHEMY_TRACK_MODIFICATIONS'] = False app.config['SQLALCHEMY_DATABASE_URI'] = "postgres://localhost/flask-sqlalchemy-snacks" modus = Modus(app)...
null
flask/05-sql-alchemy-1/solution/app.py
app.py
py
1,753
python
en
code
null
code-starcoder2
76
[ { "api_name": "flask.Flask", "line_number": 5, "usage_type": "call" }, { "api_name": "flask_modus.Modus", "line_number": 8, "usage_type": "call" }, { "api_name": "flask_sqlalchemy.SQLAlchemy", "line_number": 9, "usage_type": "call" }, { "api_name": "flask.redirect...
484837933
from django.conf.urls import patterns, url from . import views urlpatterns = patterns('', url(r'/history', views.history, name='history'), url(r'/teamHistory', views.teamHistory, name='teamHistory'), url(r'/timeEntry', views.timeEntry, name='timeEntry'), url(r'/unlinkedAccount', views.unlinkedAccount...
null
timetracker/urls.py
urls.py
py
558
python
en
code
null
code-starcoder2
76
[ { "api_name": "django.conf.urls.patterns", "line_number": 6, "usage_type": "call" }, { "api_name": "django.conf.urls.url", "line_number": 7, "usage_type": "call" }, { "api_name": "django.conf.urls.url", "line_number": 8, "usage_type": "call" }, { "api_name": "djan...
654112572
import pandas as pd import numpy as np import matplotlib.pyplot as plt def score_1 (dic) : """ Return the score_1 for a given product, i.e. score_1 == 1 if all nutrients predicted are correct, else 0 @ input : dic {dictionnary} A dictionnary for a product with format { nutrient : prediction(nutrient)=...
null
analyse.py
analyse.py
py
4,640
python
en
code
null
code-starcoder2
76
[ { "api_name": "pandas.read_csv", "line_number": 42, "usage_type": "call" }, { "api_name": "pandas.DataFrame", "line_number": 50, "usage_type": "call" }, { "api_name": "pandas.DataFrame", "line_number": 80, "usage_type": "call" }, { "api_name": "numpy.zeros", "...
55180835
import base64 import requests import os from datetime import datetime os.getcwd() url = "http://api.imgur.com/3/upload.json" token = "TOKEN" os.system('') filename = datetime.now().strftime('%Y-%m-%d%H:%M:%S') t = filename + '.png' os.system('screencapture -i ' + t) fileadd = os.getcwd() + '/' + t fh = open(filea...
null
screenshot.py
screenshot.py
py
710
python
en
code
null
code-starcoder2
76
[ { "api_name": "os.getcwd", "line_number": 5, "usage_type": "call" }, { "api_name": "os.system", "line_number": 11, "usage_type": "call" }, { "api_name": "datetime.datetime.now", "line_number": 13, "usage_type": "call" }, { "api_name": "datetime.datetime", "lin...
532234760
import torch import numpy as np import torch.nn as nn import math import time class CNN(nn.Module): def __init__(self, dict_dim, hidden_dim, feature_dim, conv_k_size, pool_mode, out_dim): super().__init__() self.dict_dim = dict_dim self.hidden_dim = hidden_dim self.feature_dim = fea...
null
Assignments/Homework3/code/cnn.py
cnn.py
py
5,071
python
en
code
null
code-starcoder2
76
[ { "api_name": "torch.nn.Module", "line_number": 7, "usage_type": "attribute" }, { "api_name": "torch.nn", "line_number": 7, "usage_type": "name" }, { "api_name": "torch.nn.Embedding", "line_number": 16, "usage_type": "call" }, { "api_name": "torch.nn", "line_n...
22145113
from compost import Compost def empty_bucket(bucket_name): """Destructive helper.""" import boto from boto.s3.bucket import Bucket bucket = Bucket(connection=boto.connect_s3(), name=bucket_name) for key in bucket.get_all_keys(): key.delete() def test_compost(): """ Test the very ...
null
tests/test_compost.py
test_compost.py
py
1,208
python
en
code
null
code-starcoder2
76
[ { "api_name": "boto.s3.bucket.Bucket", "line_number": 8, "usage_type": "call" }, { "api_name": "boto.connect_s3", "line_number": 8, "usage_type": "call" }, { "api_name": "compost.Compost", "line_number": 24, "usage_type": "call" }, { "api_name": "compost.list", ...
179307019
from c2g.models import Exam, ExamScore from django.db.models import Count, Q from datetime import datetime def gen_spec_in_line_report(report_name, course): if report_name == 'quizzes_summary': now = datetime.now() exams = Exam.objects.values('title').filter(~Q(exam_type=...
null
main/courses/reports/generation/gen_in_line_reports.py
gen_in_line_reports.py
py
2,276
python
en
code
null
code-starcoder2
76
[ { "api_name": "datetime.datetime.now", "line_number": 9, "usage_type": "call" }, { "api_name": "datetime.datetime", "line_number": 9, "usage_type": "name" }, { "api_name": "c2g.models.Exam.objects.values", "line_number": 10, "usage_type": "call" }, { "api_name": "...
171374649
"""Ingest the SchoolNet data coming via the NWN socket feed 1) Ingest data into per station per day text files 2) Send wind alerts """ from __future__ import print_function # Python Imports import re import time import datetime import telnetlib import os import shutil import traceback import logging import smt...
null
scripts/snet/ingest.py
ingest.py
py
14,711
python
en
code
null
code-starcoder2
76
[ { "api_name": "pyiem.util.get_dbconn", "line_number": 27, "usage_type": "call" }, { "api_name": "psycopg2.extras.extras", "line_number": 28, "usage_type": "attribute" }, { "api_name": "psycopg2.extras", "line_number": 28, "usage_type": "name" }, { "api_name": "log...
357636918
from flask_wtf import Form from wtforms import TextAreaField, validators from wtforms.validators import DataRequired def checkNumeric(form,field): approved=[' ',',','[',']','+','-','/','*','j',';'] flag=False for char in field.data: if char in approved or char.isnumeric(): flag=False ...
null
app/forms.py
forms.py
py
640
python
en
code
null
code-starcoder2
76
[ { "api_name": "wtforms.validators.ValidationError", "line_number": 14, "usage_type": "call" }, { "api_name": "wtforms.validators", "line_number": 14, "usage_type": "name" }, { "api_name": "flask_wtf.Form", "line_number": 17, "usage_type": "name" }, { "api_name": "...
363312962
import sqlite3 from employee import Employee conn = sqlite3.connect(':memory:') # this way is better for testing. creates a fresh database in memory. it is useful because we dont have to comment out create tables or inserting data. # conn = sqlite3.connect('employee.db') # it creates the file even it does not exist...
null
Standard Library/SQLite3/sql.py
sql.py
py
2,699
python
en
code
null
code-starcoder2
76
[ { "api_name": "sqlite3.connect", "line_number": 4, "usage_type": "call" }, { "api_name": "employee.Employee", "line_number": 24, "usage_type": "call" }, { "api_name": "employee.Employee", "line_number": 25, "usage_type": "call" }, { "api_name": "employee.Employee"...
77512859
import tensorflow as tf from keras.preprocessing.sequence import pad_sequences from keras.layers import Dense,Embedding,Dropout,Flatten from keras.layers import Dense, Flatten, LSTM, Conv1D, MaxPooling1D, Dropout, Activation from keras.layers import Input,concatenate from keras.models import Model from keras.models imp...
null
Multi_Class/multipblstm.py
multipblstm.py
py
5,896
python
en
code
null
code-starcoder2
76
[ { "api_name": "string.punctuation", "line_number": 34, "usage_type": "attribute" }, { "api_name": "pandas.read_csv", "line_number": 50, "usage_type": "call" }, { "api_name": "pandas.read_csv", "line_number": 51, "usage_type": "call" }, { "api_name": "pandas.read_c...
149691805
#!/usr/bin/env python # coding: utf-8 # ## 决策树的直接调用与Titanic数据集的探索 # In[ ]: # 必要的引入 get_ipython().run_line_magic('matplotlib', 'inline') import os import pandas as pd import numpy as np import seaborn as sns import matplotlib.pyplot as plt # In[ ]: # #### 读取数据并打印基本信息 data = pd.read_csv("titanic.csv", sep=",") # In...
null
decision-tree-exercise-2.py
decision-tree-exercise-2.py
py
5,127
python
en
code
null
code-starcoder2
76
[ { "api_name": "pandas.read_csv", "line_number": 18, "usage_type": "call" }, { "api_name": "seaborn.countplot", "line_number": 32, "usage_type": "call" }, { "api_name": "seaborn.countplot", "line_number": 36, "usage_type": "call" }, { "api_name": "pandas.qcut", ...
613565252
import torch from torchvision import utils import time import datetime import numpy as np def log_time(msg): print(msg) print('\t', end='') print('Datetime: {}'.format(datetime.datetime.now()), end='\n') def log_images(x, y, out, path, batch_size, window_size): with torch.no_grad(): ...
null
utils/log.py
log.py
py
1,537
python
en
code
null
code-starcoder2
76
[ { "api_name": "datetime.datetime.now", "line_number": 11, "usage_type": "call" }, { "api_name": "datetime.datetime", "line_number": 11, "usage_type": "attribute" }, { "api_name": "torch.no_grad", "line_number": 16, "usage_type": "call" }, { "api_name": "torch.spli...
111711708
import requests import json from model import Stock,DBSession import GLOBAL def get_all_stock_list(): stock_list = [] for param in GLOBAL.params: marked = param["marked"] type = param["type"] list = get_stock_list(marked, type) print("marked:{0},type:{1},count:{2}".format(mark...
null
src/stock_list.py
stock_list.py
py
1,335
python
en
code
null
code-starcoder2
76
[ { "api_name": "GLOBAL.params", "line_number": 9, "usage_type": "attribute" }, { "api_name": "GLOBAL.stock_list_url.format", "line_number": 22, "usage_type": "call" }, { "api_name": "GLOBAL.stock_list_url", "line_number": 22, "usage_type": "attribute" }, { "api_nam...
277617962
from gensim.models import Word2Vec import multiprocessing as mul import numpy as np import time import pickle import numpy as np from keras.models import Sequential from keras.layers import Conv1D, MaxPooling1D, Flatten, Input, Embedding from keras.losses import categorical_crossentropy from keras.optimizers import Ada...
null
Extract_feature_source.py
Extract_feature_source.py
py
2,889
python
en
code
null
code-starcoder2
76
[ { "api_name": "numpy.zeros", "line_number": 15, "usage_type": "call" }, { "api_name": "time.time", "line_number": 31, "usage_type": "call" }, { "api_name": "multiprocessing.Pool", "line_number": 41, "usage_type": "call" }, { "api_name": "time.time", "line_numb...
352278736
from troposphere import Template, Output, Ref, AWS_STACK_NAME, Join, Export, GetAtt, AWS_REGION from troposphere.apigateway import RestApi, Resource, Method, Integration, MethodResponse, IntegrationResponse, \ Deployment, Stage, ApiKey, StageKey, UsagePlan, QuotaSettings, ThrottleSettings, ApiStage, UsagePlanKey, \...
null
templates/cms.py
cms.py
py
13,955
python
en
code
null
code-starcoder2
76
[ { "api_name": "troposphere.Template", "line_number": 13, "usage_type": "call" }, { "api_name": "troposphere.s3.Bucket", "line_number": 15, "usage_type": "call" }, { "api_name": "troposphere.dynamodb.Table", "line_number": 19, "usage_type": "call" }, { "api_name": ...
642466531
import numpy as np import theano import theano.tensor as T from theano import shared np.random.seed(50) datax=np.random.rand(50,3) datay=np.asarray([i[0]*2+i[1]*i[2] for i in datax]).reshape((50,1)) datay=(datay-np.min(datay))/(np.max(datay)-np.min(datay)) # datax = [[0, 0, 1], [0, 1, 0], [1, 0, 0]] # datay = [[0, 0, 1...
null
Reducing the Dimensionality of Data.py
Reducing the Dimensionality of Data.py
py
1,871
python
en
code
null
code-starcoder2
76
[ { "api_name": "numpy.random.seed", "line_number": 5, "usage_type": "call" }, { "api_name": "numpy.random", "line_number": 5, "usage_type": "attribute" }, { "api_name": "numpy.random.rand", "line_number": 6, "usage_type": "call" }, { "api_name": "numpy.random", ...
349370569
import re import os import hashlib from tqdm import tqdm import json from nltk.tokenize import sent_tokenize import argparse """将dm处理成squad的形式""" def hashhex(s): h = hashlib.sha1() h.update(s.encode("utf-8")) return h.hexdigest() def greedy_selection(doc_sent_list, abstract_sent_list, ...
null
data/write_sum2squad.py
write_sum2squad.py
py
10,953
python
en
code
null
code-starcoder2
76
[ { "api_name": "hashlib.sha1", "line_number": 13, "usage_type": "call" }, { "api_name": "re.sub", "line_number": 28, "usage_type": "call" }, { "api_name": "os.path.join", "line_number": 138, "usage_type": "call" }, { "api_name": "os.path", "line_number": 138, ...
313845462
from genome import dot from genome import chaser import sys import pygame as pg import random as r import threading population_dot=30 population_chaser=5 pg.init() screen = pg.display.set_mode((1200, 800)) dots=[] chasers=[] for x in range(population_dot): dots.append(dot()) for x in range(population_chaser): ...
null
main.py
main.py
py
1,060
python
en
code
null
code-starcoder2
76
[ { "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": "genome.dot", ...
245959982
import json from datetime import datetime, timezone, timedelta from bidict import bidict from notion.client import NotionClient from notion.collection import NotionDate from todoist.api import TodoistAPI class task: def __init__(self, source=None, task_id=None, ...
null
notion2doist/tools.py
tools.py
py
32,627
python
en
code
null
code-starcoder2
76
[ { "api_name": "json.dumps", "line_number": 41, "usage_type": "call" }, { "api_name": "todoist.api.TodoistAPI", "line_number": 72, "usage_type": "call" }, { "api_name": "notion.client.NotionClient", "line_number": 73, "usage_type": "call" }, { "api_name": "datetime...
359372987
# -*- coding: utf-8 -*- from django.db import models from django.utils.translation import ugettext_lazy as _ class Client(models.Model): STATUS_DELETED = 0 STATUS_ACTIVE = 1 STATUS_CHOICES = ( (STATUS_DELETED, _(u'Deleted')), (STATUS_ACTIVE, _(u'Active')) ) TYPE_BUYER = 0 TY...
null
apps/sp/models/Client.py
Client.py
py
2,536
python
en
code
null
code-starcoder2
76
[ { "api_name": "django.db.models.Model", "line_number": 7, "usage_type": "attribute" }, { "api_name": "django.db.models", "line_number": 7, "usage_type": "name" }, { "api_name": "django.utils.translation.ugettext_lazy", "line_number": 12, "usage_type": "call" }, { ...
196138980
# -*- coding: utf-8 -*- # Eclipse SUMO, Simulation of Urban MObility; see https://eclipse.org/sumo # Copyright (C) 2011-2017 German Aerospace Center (DLR) and others. # This program and the accompanying materials # are made available under the terms of the Eclipse Public License v2.0 # which accompanies this distributi...
null
src/tools/turn-defs/connections.py
connections.py
py
15,802
python
en
code
null
code-starcoder2
76
[ { "api_name": "logging.getLogger", "line_number": 23, "usage_type": "call" }, { "api_name": "logging.getLogger", "line_number": 80, "usage_type": "call" }, { "api_name": "logging.getLogger", "line_number": 108, "usage_type": "call" }, { "api_name": "sumolib.xml.pa...
278761100
from nipype.pipeline.engine import Node, Workflow from nipype.interfaces.utility import IdentityInterface from nipype.algorithms.modelgen import SpecifySPMModel from nipype.interfaces.fsl import Level1Design as fsl_design from nipype.interfaces.fsl.maths import MathsCommand from nipype.interfaces.fsl import ( FEATM...
null
bairanalysis/workflows/glm/temporalpatterns.py
temporalpatterns.py
py
3,345
python
en
code
null
code-starcoder2
76
[ { "api_name": "nipype.pipeline.engine.Node", "line_number": 11, "usage_type": "call" }, { "api_name": "nipype.interfaces.utility.IdentityInterface", "line_number": 11, "usage_type": "call" }, { "api_name": "nipype.pipeline.engine.Node", "line_number": 16, "usage_type": "c...
43831951
from django.shortcuts import render from django.http import HttpResponse,JsonResponse from .models import Books from redis_con import BCNRedis # Create your views here. def index(request): return HttpResponse("Home page") def get_list(request): con=BCNRedis() #caches['default'].set('pattam','tesss') ...
null
rest_framework_testing/rest/views.py
views.py
py
1,491
python
en
code
null
code-starcoder2
76
[ { "api_name": "django.http.HttpResponse", "line_number": 8, "usage_type": "call" }, { "api_name": "redis_con.BCNRedis", "line_number": 11, "usage_type": "call" }, { "api_name": "django.http.JsonResponse", "line_number": 25, "usage_type": "call" }, { "api_name": "r...
578273886
# -*- coding: utf-8 -*- """ Spyder Editor This is a temporary script file. """ import numpy as np from scipy.sparse import diags as diags from scipy.sparse.linalg import spsolve as spsolve class laplacian_solver: def __init__(self, dim_row, dim_col, b_condition, b_direction = None): """ ...
null
classes/laplacian_solver.py
laplacian_solver.py
py
3,955
python
en
code
null
code-starcoder2
76
[ { "api_name": "scipy.sparse.linalg.spsolve", "line_number": 48, "usage_type": "call" }, { "api_name": "numpy.array", "line_number": 55, "usage_type": "call" }, { "api_name": "scipy.sparse.diags", "line_number": 61, "usage_type": "call" }, { "api_name": "numpy.arra...
199561227
from django.core.urlresolvers import reverse from django.http import HttpResponseRedirect, request from django.views import generic from django.views.generic import TemplateView from django.contrib.auth.models import User from django.contrib.auth import authenticate, login from django import forms from .models import ...
null
Bookface/FirstProjectRefactor/views.py
views.py
py
9,049
python
en
code
null
code-starcoder2
76
[ { "api_name": "django.template.Library", "line_number": 28, "usage_type": "call" }, { "api_name": "django.template", "line_number": 28, "usage_type": "name" }, { "api_name": "logging.getLogger", "line_number": 29, "usage_type": "call" }, { "api_name": "django.cont...
435823552
import multiprocessing as mp from pathlib import Path import subprocess import sys import numpy as np from libmuscle import Instance, Message from ymmsl import Operator from .conftest import skip_if_python_only def run_macro(instance_id: str): sys.argv.append('--muscle-instance={}'.format(instance_id)) mac...
null
integration_test/test_cpp_macro_micro.py
test_cpp_macro_micro.py
py
2,489
python
en
code
null
code-starcoder2
76
[ { "api_name": "sys.argv.append", "line_number": 15, "usage_type": "call" }, { "api_name": "sys.argv", "line_number": 15, "usage_type": "attribute" }, { "api_name": "libmuscle.Instance", "line_number": 20, "usage_type": "call" }, { "api_name": "ymmsl.Operator.O_I",...
259468728
from flask import jsonify, request from . import api_1_0 as bp from app.api import Field, InvalidUsage, MyForm, api, caps, get_model, validators from db import database as db from db.model import CorpusCode, RecordingPlatform @bp.route("corpuscodes/<int:corpus_code_id>", methods=["GET"]) @api @caps() @get_model(Corp...
null
app/api/v1_0/corpus_codes.py
corpus_codes.py
py
1,218
python
en
code
null
code-starcoder2
76
[ { "api_name": "flask.jsonify", "line_number": 14, "usage_type": "call" }, { "api_name": "db.model.CorpusCode.dump", "line_number": 14, "usage_type": "call" }, { "api_name": "db.model.CorpusCode", "line_number": 14, "usage_type": "name" }, { "api_name": "app.api.ap...
408798428
import numpy as np import cv2 import glob import os import matplotlib matplotlib.use('TkAgg') from matplotlib import pyplot as plt from scipy.signal import convolve2d as conv2 from skimage import color, data,restoration from scipy import ndimage from numpy import seterr seterr(divide='ignore') ################## C...
null
main.py
main.py
py
7,936
python
en
code
null
code-starcoder2
76
[ { "api_name": "matplotlib.use", "line_number": 6, "usage_type": "call" }, { "api_name": "numpy.seterr", "line_number": 14, "usage_type": "call" }, { "api_name": "cv2.imread", "line_number": 26, "usage_type": "call" }, { "api_name": "numpy.fft.fft2", "line_numb...
427382805
from django.shortcuts import render, render_to_response from django.contrib.auth.decorators import login_required from django.core.urlresolvers import reverse from django.http import HttpResponseRedirect from django.template import RequestContext from django.db.models import Avg, Max, Count from django.contrib.auth.mod...
null
binny/db/views.py
views.py
py
1,362
python
en
code
null
code-starcoder2
76
[ { "api_name": "db.forms.FoundBinForm", "line_number": 15, "usage_type": "call" }, { "api_name": "django.http.HttpResponseRedirect", "line_number": 21, "usage_type": "call" }, { "api_name": "django.core.urlresolvers.reverse", "line_number": 21, "usage_type": "call" }, ...
626197514
import json import re import MySQLdb json_data=open('/home/RestCommander/restcommander-master/AgentMaster/app_logs_adhoc/20140328151754217-0600~ADHOCDATASTORE_NODEGROUP_20140328151749787-0600~MULTI_124_CALL.jsonlog.txt') data = json.load(json_data) data_str=str(data) list_a=['catalog/video/guide','network-settings/ac...
null
py code/Multi_Call_124.py
Multi_Call_124.py
py
1,796
python
en
code
null
code-starcoder2
76
[ { "api_name": "json.load", "line_number": 6, "usage_type": "call" }, { "api_name": "MySQLdb.connect", "line_number": 26, "usage_type": "call" } ]
625490281
from django.shortcuts import render from django.contrib import messages from rest_framework import viewsets from .serializers import VehicleSerializer from .models import Vehicle, VehicleData from .filters import VehicleFilter class VehicleViewSet(viewsets.ModelViewSet): queryset = Vehicle.objects.all() seria...
null
datalogger/views.py
views.py
py
2,762
python
en
code
null
code-starcoder2
76
[ { "api_name": "rest_framework.viewsets.ModelViewSet", "line_number": 9, "usage_type": "attribute" }, { "api_name": "rest_framework.viewsets", "line_number": 9, "usage_type": "name" }, { "api_name": "models.Vehicle.objects.all", "line_number": 10, "usage_type": "call" },...
84272522
#!/usr/bin/python3 import numpy as np from keras import models, layers from keras.datasets import boston_housing (train_data, train_targets), (test_data, test_targets) = boston_housing.load_data() print("Shape of training data: {}".format(train_data.shape)) print("Shape of test data: {}".format(test_data.shape)) pr...
null
scripts/3.7-predicting-house-prices.py
3.7-predicting-house-prices.py
py
1,778
python
en
code
null
code-starcoder2
76
[ { "api_name": "keras.datasets.boston_housing.load_data", "line_number": 7, "usage_type": "call" }, { "api_name": "keras.datasets.boston_housing", "line_number": 7, "usage_type": "name" }, { "api_name": "keras.models.Sequential", "line_number": 23, "usage_type": "call" }...
348126381
import pandas as pd import numpy as np from matplotlib import pyplot as plt filename = "results_50_epochs" df_stats = pd.read_csv(filename+".csv") columns = df_stats.columns win_first = df_stats.iloc[:,[0]].values win_second = df_stats.iloc[:,[1]].values lose_first = df_stats.iloc[:,[2]].values lose_second = df_sta...
null
generate_stats.py
generate_stats.py
py
980
python
en
code
null
code-starcoder2
76
[ { "api_name": "pandas.read_csv", "line_number": 6, "usage_type": "call" }, { "api_name": "matplotlib.pyplot.subplots", "line_number": 27, "usage_type": "call" }, { "api_name": "matplotlib.pyplot", "line_number": 27, "usage_type": "name" }, { "api_name": "matplotli...
213796792
"""marsabit URL Configuration The `urlpatterns` list routes URLs to views. For more information please see: https://docs.djangoproject.com/en/1.10/topics/http/urls/ Examples: Function views 1. Add an import: from my_app import views 2. Add a URL to urlpatterns: url(r'^$', views.home, name='home') Class-b...
null
adgg_tz/urls.py
urls.py
py
3,661
python
en
code
null
code-starcoder2
76
[ { "api_name": "django.conf.urls.url", "line_number": 23, "usage_type": "call" }, { "api_name": "django.contrib.admin.site", "line_number": 23, "usage_type": "attribute" }, { "api_name": "django.contrib.admin", "line_number": 23, "usage_type": "name" }, { "api_name...
371384306
import json from unittest import SkipTest from aiohttp.test_utils import AioHTTPTestCase, unittest_run_loop from venom import Message from venom.fields import Int64, String, Int32 from venom.rpc import Service, http from venom.rpc.comms.aiohttp import create_app from venom.rpc.test_utils import mock_venom class Aio...
null
tests/rpc/comms/test_aiohttp_server.py
test_aiohttp_server.py
py
4,461
python
en
code
null
code-starcoder2
76
[ { "api_name": "aiohttp.test_utils.AioHTTPTestCase", "line_number": 13, "usage_type": "name" }, { "api_name": "venom.Message", "line_number": 15, "usage_type": "name" }, { "api_name": "venom.Message", "line_number": 20, "usage_type": "name" }, { "api_name": "venom....
18920440
from frontend.globals import WIDTH, HEIGHT, COLOR_TEXT from pygame import display, font, Surface, draw from pygame.sprite import LayeredUpdates from backend import EventHandler, System from .constants import COLOR_BG class Renderer: widgets = None on_selection = False selection = None typem...
null
frontend/globals/renderer.py
renderer.py
py
2,054
python
en
code
null
code-starcoder2
76
[ { "api_name": "pygame.display.set_caption", "line_number": 17, "usage_type": "call" }, { "api_name": "pygame.display", "line_number": 17, "usage_type": "name" }, { "api_name": "pygame.display.set_mode", "line_number": 19, "usage_type": "call" }, { "api_name": "pyg...
429778718
#!/usr/bin/env python3 import matplotlib.pyplot as plt import matplotlib.lines as mlines import matplotlib import pandas as pd import sys import glob import warnings warnings.filterwarnings("ignore") #matplotlib.use('Agg') plt.rcParams['figure.figsize'] = 12, 26 SMALL_SIZE = 8 MEDIUM_SIZE = 10 BIGGER_SIZE = 12 plt.rc...
null
python/plot_black_box.py
plot_black_box.py
py
8,923
python
en
code
null
code-starcoder2
76
[ { "api_name": "warnings.filterwarnings", "line_number": 9, "usage_type": "call" }, { "api_name": "matplotlib.pyplot.rcParams", "line_number": 11, "usage_type": "attribute" }, { "api_name": "matplotlib.pyplot", "line_number": 11, "usage_type": "name" }, { "api_name...
98262113
# We will be doing two methods of analysis on the handwritten data set: # Principal Component Analysis # AND # Neural Networks ####### ###### ##### #### ### ## # FIRST SECTION: GATHER DATA ## ### #### ##### ###### ####### # First let's get the data # And import the module from scikit learn that will do this import ...
null
MNIST.py
MNIST.py
py
10,310
python
en
code
null
code-starcoder2
76
[ { "api_name": "sklearn.datasets.fetch_mldata", "line_number": 27, "usage_type": "call" }, { "api_name": "sklearn.datasets", "line_number": 27, "usage_type": "name" }, { "api_name": "matplotlib.use", "line_number": 60, "usage_type": "call" }, { "api_name": "sklearn...
422167846
from Graph import * import numpy as np from numpy import Inf, exp from scipy.integrate import quad from scipy.stats import norm from scipy.optimize import fminbound from statistics import mean from math import sqrt, log, e, erf from itertools import product import time class EPBP: # Expectation particle belief p...
null
inferer/EPBPLogVersion.py
EPBPLogVersion.py
py
11,779
python
en
code
null
code-starcoder2
76
[ { "api_name": "numpy.exp", "line_number": 51, "usage_type": "call" }, { "api_name": "math.sqrt", "line_number": 56, "usage_type": "call" }, { "api_name": "math.erf", "line_number": 57, "usage_type": "call" }, { "api_name": "numpy.clip", "line_number": 65, ...
415515662
from PIL import Image from torch.optim.lr_scheduler import _LRScheduler from torch.optim.lr_scheduler import ReduceLROnPlateau from torch import nn import torch.nn.functional as F import torch import numpy as np from torch.autograd import Variable import torchvision.transforms as T import collections import lightgbm as...
null
MushroomsRecognition/imgt/utils.py
utils.py
py
15,802
python
en
code
null
code-starcoder2
76
[ { "api_name": "torch.optim.lr_scheduler._LRScheduler", "line_number": 15, "usage_type": "name" }, { "api_name": "torch.optim.lr_scheduler.ReduceLROnPlateau", "line_number": 62, "usage_type": "name" }, { "api_name": "torch.nn.Module", "line_number": 82, "usage_type": "attr...
80424453
import os, sys, logging from azure.storage.blob import BlobServiceClient, BlobClient, ContainerClient from azure.identity import DefaultAzureCredential def main(): export_to_blob() def export_to_blob(source_path,source_file_name): try: #set up logging of data logger = logging.getLo...
null
DataTool/ETL Of Data Warehouse Data/ETL Of Data Warehouse Data/blob_export.py
blob_export.py
py
2,255
python
en
code
null
code-starcoder2
76
[ { "api_name": "logging.getLogger", "line_number": 12, "usage_type": "call" }, { "api_name": "logging.DEBUG", "line_number": 13, "usage_type": "attribute" }, { "api_name": "logging.FileHandler", "line_number": 16, "usage_type": "call" }, { "api_name": "os.getenv", ...
57385355
''' Initializes the attributes of the packetDict object Starts the packet dict with an empty dictionary The constructor for the packetDict class takes a packet object and a fieldName The field name is the first line of the header which details the HTTP method and URL Parameters: boolean printAll - If True, print a...
null
tokenTracer/assembler.py
assembler.py
py
9,050
python
en
code
null
code-starcoder2
76
[ { "api_name": "tracer.logger.debug", "line_number": 57, "usage_type": "call" }, { "api_name": "tracer.logger", "line_number": 57, "usage_type": "name" }, { "api_name": "tracer.logger.debug", "line_number": 64, "usage_type": "call" }, { "api_name": "tracer.logger",...
191821133
import socket import threading import time from sys import argv import logging logging.basicConfig(level=logging.DEBUG, format='[%(asctime)s] %(levelname)s: %(message)s', datefmt='%Y-%m-%d %H:%M:%S', filename='ttt_server.log'); console = logging.StreamHandler(); console.setLevel(logging.INFO); logging.getLogger('')...
null
serverttt.py
serverttt.py
py
6,866
python
en
code
null
code-starcoder2
76
[ { "api_name": "logging.basicConfig", "line_number": 7, "usage_type": "call" }, { "api_name": "logging.DEBUG", "line_number": 7, "usage_type": "attribute" }, { "api_name": "logging.StreamHandler", "line_number": 11, "usage_type": "call" }, { "api_name": "logging.IN...
90708159
import sys import numpy as np import pandas as pd from easydict import EasyDict as edict sys.path.append('../src') import const from factory import get_fold from utils import DataHandler from feature_utils import save_features, TargetEncoding cfg = edict({ 'name': 'KFold', 'params': { 'n_splits': 5, ...
null
src/make_features/53_target_encoding.py
53_target_encoding.py
py
1,769
python
en
code
null
code-starcoder2
76
[ { "api_name": "sys.path.append", "line_number": 6, "usage_type": "call" }, { "api_name": "sys.path", "line_number": 6, "usage_type": "attribute" }, { "api_name": "easydict.EasyDict", "line_number": 12, "usage_type": "call" }, { "api_name": "utils.DataHandler", ...
310971090
# "QG" Quasi-Geostrophic model. # # Taken from Sakov's enkf-matlab package. See # Sakov, Pavel, and Peter R. Oke.: # "A deterministic formulation of the ensemble Kalman filter: # an alternative to ensemble square root filters." # Tellus A 60.2 (2008): 361-371. # # - ψ is the stream function (i.e. surface eleva...
null
mods/QG/core.py
core.py
py
2,847
python
en
code
null
code-starcoder2
76
[ { "api_name": "scipy.io.io.loadmat", "line_number": 65, "usage_type": "call" }, { "api_name": "scipy.io.io", "line_number": 65, "usage_type": "attribute" }, { "api_name": "scipy.io", "line_number": 65, "usage_type": "name" }, { "api_name": "numpy.sqrt", "line_...
198554719
from sgmllib import SGMLParser #from html.parser import HTMLParser class GetIdList(SGMLParser): def reset(self): self.IDlist = [] self.flag = False self.getdata = False self.verbatim = 0 SGMLParser.reset(self) def start_div(self, attrs): ...
null
sgmllib.py
sgmllib.py
py
2,119
python
en
code
null
code-starcoder2
76
[ { "api_name": "sgmllib.SGMLParser", "line_number": 3, "usage_type": "name" }, { "api_name": "sgmllib.SGMLParser.reset", "line_number": 9, "usage_type": "call" }, { "api_name": "sgmllib.SGMLParser", "line_number": 9, "usage_type": "name" } ]
377354209
import json from collections import OrderedDict import click class ConfigKeys: """ Define the string literals to be used as keys in the JSON config file. """ image_size_pix = 'image_size_pix' cell_size_arcsec = 'cell_size_arcsec' kernel_support = "kernel_support" kernel_exact = "kernel_ex...
null
src/fastimgproto/scripts/config.py
config.py
py
1,168
python
en
code
null
code-starcoder2
76
[ { "api_name": "collections.OrderedDict", "line_number": 19, "usage_type": "call" }, { "api_name": "click.command", "line_number": 31, "usage_type": "call" }, { "api_name": "click.argument", "line_number": 32, "usage_type": "call" }, { "api_name": "click.File", ...
20163631
from django.urls import path from . import views app_name = 'movies' urlpatterns = [ path('', views.main, name='main'), path('index/', views.index, name='index'), path('search/<str:sort>/', views.search, name="search"), path('index/<str:sort>/', views.index, name='index_sort'), path('<int:movie_p...
null
movies/urls.py
urls.py
py
814
python
en
code
null
code-starcoder2
76
[ { "api_name": "django.urls.path", "line_number": 8, "usage_type": "call" }, { "api_name": "django.urls.path", "line_number": 9, "usage_type": "call" }, { "api_name": "django.urls.path", "line_number": 10, "usage_type": "call" }, { "api_name": "django.urls.path", ...
599717404
import os from flask import Flask, request, jsonify, abort from sqlalchemy import exc import json from flask_cors import CORS from functools import wraps from database.models import db_drop_and_create_all, setup_db, Drink from auth.auth import AuthError, requires_auth app = Flask(__name__,instance_relative_config=Tru...
null
main.py
main.py
py
6,655
python
en
code
null
code-starcoder2
76
[ { "api_name": "flask.Flask", "line_number": 11, "usage_type": "call" }, { "api_name": "database.models.setup_db", "line_number": 12, "usage_type": "call" }, { "api_name": "flask_cors.CORS", "line_number": 22, "usage_type": "call" }, { "api_name": "database.models....
179234288
"""empty message Revision ID: 0cdcbf16c7ba Revises: 1911cc6c9b15 Create Date: 2018-10-07 12:58:31.999486 """ from alembic import op import sqlalchemy as sa # revision identifiers, used by Alembic. revision = '0cdcbf16c7ba' down_revision = '1911cc6c9b15' branch_labels = None depends_on = None def upgrade(): # ...
null
migrations/versions/0cdcbf16c7ba_.py
0cdcbf16c7ba_.py
py
658
python
en
code
null
code-starcoder2
76
[ { "api_name": "alembic.op.add_column", "line_number": 21, "usage_type": "call" }, { "api_name": "alembic.op", "line_number": 21, "usage_type": "name" }, { "api_name": "sqlalchemy.Column", "line_number": 21, "usage_type": "call" }, { "api_name": "sqlalchemy.String"...
463305260
import pandas as pd import matplotlib.pyplot as plt from mpl_toolkits.mplot3d import Axes3D ## data = pd.read_excel(r'E:\Python Work\iss_data_90minutes.xlsx') ## print(data) # Thanks to Daniel I found out I don't need to call the same file each time, instead use a function that already calls the worksheet, and grab d...
null
Graphing Practice.py
Graphing Practice.py
py
1,903
python
en
code
null
code-starcoder2
76
[ { "api_name": "pandas.read_excel", "line_number": 19, "usage_type": "call" }, { "api_name": "matplotlib.pyplot.figure", "line_number": 36, "usage_type": "call" }, { "api_name": "matplotlib.pyplot", "line_number": 36, "usage_type": "name" }, { "api_name": "matplotl...
313983697
from django.shortcuts import render, render_to_response from static.models import Static from django.db.models import Sum # Create your views here. def stat(request): dict={} dict['statics']=Static.objects.all() dict['right']=Static.objects.aggregate(Sum('static_right')) #sum of column dict['wrong']=Static.objects....
null
static/views.py
views.py
py
633
python
en
code
null
code-starcoder2
76
[ { "api_name": "static.models.Static.objects.all", "line_number": 7, "usage_type": "call" }, { "api_name": "static.models.Static.objects", "line_number": 7, "usage_type": "attribute" }, { "api_name": "static.models.Static", "line_number": 7, "usage_type": "name" }, { ...
219671433
import syntax import logic from logic import Solver, Expr import utils import z3 from typing import Callable, List, Optional def translate_transition_call(s: Solver, key: str, key_old: str, c: syntax.TransitionCall) -> z3.ExprRef: prog = syntax.the_program ition = prog.scope.get_definition(c.target)...
null
src/trace.py
trace.py
py
2,897
python
en
code
null
code-starcoder2
76
[ { "api_name": "logic.Solver", "line_number": 9, "usage_type": "name" }, { "api_name": "syntax.TransitionCall", "line_number": 9, "usage_type": "attribute" }, { "api_name": "syntax.the_program", "line_number": 10, "usage_type": "attribute" }, { "api_name": "typing....
112817740
import requests import urllib import random class Vituttaa: def __init__(self): self.commands = { 'vituttaa': self.getVitutus, 'viisaus': self.getViisaus } self.vituttaaUrl = 'https://fi.wikipedia.org/wiki/Toiminnot:Satunnainen_sivu' self.viisaudet = self.readViisaudet() def getCommand...
null
vituttaa.py
vituttaa.py
py
1,255
python
en
code
null
code-starcoder2
76
[ { "api_name": "random.sample", "line_number": 22, "usage_type": "call" }, { "api_name": "requests.get", "line_number": 25, "usage_type": "call" }, { "api_name": "urllib.parse.unquote_plus", "line_number": 26, "usage_type": "call" }, { "api_name": "urllib.parse", ...
565099810
# coding=utf-8 import json import xarray as xr import numpy as np class EvaluateFunction(): """ Evaluation function class All evaluation functions are to find the maximum value. Attributes: da: xarray type, contains all information of the data set dims: list type, list of the parameter na...
null
thpo/evaluate_function.py
evaluate_function.py
py
5,665
python
en
code
null
code-starcoder2
76
[ { "api_name": "json.load", "line_number": 63, "usage_type": "call" }, { "api_name": "xarray.DataArray.from_dict", "line_number": 64, "usage_type": "call" }, { "api_name": "xarray.DataArray", "line_number": 64, "usage_type": "attribute" }, { "api_name": "numpy.arra...
256230866
#! /usr/bin/env python3 # <<BEGIN-copyright>> # Copyright 2022, Lawrence Livermore National Security, LLC. # See the top-level COPYRIGHT file for details. # # SPDX-License-Identifier: BSD-3-Clause # <<END-copyright>> """ Translate GNDS/XML to HDF5. Each xml element becomes a group in HDF, except a few elements that ...
null
bin/XMLtoHDF.py
XMLtoHDF.py
py
4,890
python
en
code
null
code-starcoder2
76
[ { "api_name": "argparse.ArgumentParser", "line_number": 22, "usage_type": "call" }, { "api_name": "numpy.string_", "line_number": 41, "usage_type": "call" }, { "api_name": "numpy.string_", "line_number": 42, "usage_type": "call" }, { "api_name": "numpy.uint32", ...
47547953
import hashlib import json from .serializables import PaySerializers, RechargeSerializers, SmsCallbackSerializers,PaymentSerializers from django.http import HttpResponse from django_redis import get_redis_connection from rest_framework.generics import GenericAPIView, CreateAPIView from django.utils import timezone impo...
null
up_down_chain/up_down_chain/app/Pays/views.py
views.py
py
8,852
python
en
code
null
code-starcoder2
76
[ { "api_name": "rest_framework.generics.GenericAPIView", "line_number": 24, "usage_type": "name" }, { "api_name": "serializables.PaySerializers", "line_number": 26, "usage_type": "name" }, { "api_name": "xmltodict.parse", "line_number": 41, "usage_type": "call" }, { ...
183984818
#!/usr/bin/python import os from base import BaseScraper from BeautifulSoup import BeautifulSoup import json from trailpeak_raw_html import ScrapeTrailPeakRawHTML from trailpeak_gpx import ScrapeTrailPeakGPX class ScrapeTrailPeakDetails(BaseScraper): def __init__(self): BaseScraper.__init__(self) ...
null
scrapers/trailpeak_details.py
trailpeak_details.py
py
1,903
python
en
code
null
code-starcoder2
76
[ { "api_name": "base.BaseScraper", "line_number": 10, "usage_type": "name" }, { "api_name": "base.BaseScraper.__init__", "line_number": 13, "usage_type": "call" }, { "api_name": "base.BaseScraper", "line_number": 13, "usage_type": "name" }, { "api_name": "trailpeak...
276224996
from __future__ import print_function import keras import numpy as np import os import pickle from keras import backend as K from keras import backend as K from keras import optimizers from keras import regularizers from keras.layers import Conv2D, MaxPooling2D, BatchNormalization, Concatenate, concatenate from keras....
null
RISAN-Code/models/RISAN_catdog_wa.py
RISAN_catdog_wa.py
py
13,404
python
en
code
null
code-starcoder2
76
[ { "api_name": "keras.layers.Input", "line_number": 53, "usage_type": "call" }, { "api_name": "keras.layers.Conv2D", "line_number": 54, "usage_type": "call" }, { "api_name": "keras.regularizers.l2", "line_number": 54, "usage_type": "call" }, { "api_name": "keras.re...
224882598
import discord from discord.ext import commands import time from cogs.utils.logger import Logger class Calculation: def __init__(self, bot): self.bot = bot @commands.command(aliases=["temp"]) async def temperature(self, degrees: float): """Convert between Celsius and Fahrenheit""" ...
null
cogs/calculation.py
calculation.py
py
3,416
python
en
code
null
code-starcoder2
76
[ { "api_name": "discord.ext.commands.command", "line_number": 11, "usage_type": "call" }, { "api_name": "discord.ext.commands", "line_number": 11, "usage_type": "name" }, { "api_name": "discord.Embed", "line_number": 37, "usage_type": "call" }, { "api_name": "disco...
38233954
""" Sphinx plugins for Django documentation. """ from sphinx import addnodes from sphinx.domains.std import Cmdoption def setup(app): app.add_crossref_type( directivename="setting", rolename="setting", indextemplate="pair: %s; setting", ) app.add_description_unit( directive...
null
{{cookiecutter.project_name}}/docs/_ext/djangodocs.py
djangodocs.py
py
765
python
en
code
null
code-starcoder2
76
[ { "api_name": "sphinx.domains.std.Cmdoption", "line_number": 20, "usage_type": "argument" }, { "api_name": "sphinx.addnodes.desc_name", "line_number": 27, "usage_type": "call" }, { "api_name": "sphinx.addnodes", "line_number": 27, "usage_type": "name" } ]
165919457
"""Script to finetune vggs using Tensorflow. Thank you for Frederik Kratzert write finetune Alexnex using tensorflow Because my experience use a seldom framework vggs ,so i fix his code i can use it in tensorflow with vision 1.2 or 1.4 and comes with a blog post, which you can find here: Author: GYxiaOH contact: zh...
null
finetune.py
finetune.py
py
8,985
python
en
code
null
code-starcoder2
76
[ { "api_name": "tensorflow.Variable", "line_number": 35, "usage_type": "call" }, { "api_name": "tensorflow.train.exponential_decay", "line_number": 36, "usage_type": "call" }, { "api_name": "tensorflow.train", "line_number": 36, "usage_type": "attribute" }, { "api_...
298532716
import datetime import json import os,re import time import neo4jBenchmarkTest from pymongo import MongoClient import psutil #------------- Create db connection and create database ---------------------------- def create_connection(containerName): port_no = re.split(pattern='_', string=containerName)[-1] # <--- ...
null
Anurag/BenchmarkingNoSqlDatabases/mongodbBenchmarkTest.py
mongodbBenchmarkTest.py
py
9,761
python
en
code
null
code-starcoder2
76
[ { "api_name": "re.split", "line_number": 13, "usage_type": "call" }, { "api_name": "pymongo.MongoClient", "line_number": 22, "usage_type": "call" }, { "api_name": "json.load", "line_number": 66, "usage_type": "call" }, { "api_name": "json.load", "line_number":...
88566666
from tkinter import * from tkinter import ttk from PIL import Image, ImageTk from tkinter import messagebox import threading import compute_feature as compute_feature import Student import Recognition2 as Recognition import cv2 import numpy as np import dlib from keras_vggface import VGGFace from Transporter import * i...
null
GUI.py
GUI.py
py
17,155
python
en
code
null
code-starcoder2
76
[ { "api_name": "compute_feature.FaceExtractor", "line_number": 23, "usage_type": "call" }, { "api_name": "Recognition2.FaceIdentify", "line_number": 24, "usage_type": "call" }, { "api_name": "Student.Student", "line_number": 27, "usage_type": "call" }, { "api_name"...
645508190
import torch from torch import nn from torch.nn import functional as F from Utils.flags import FLAGS import numpy as np crossentropy = nn.CrossEntropyLoss() softmax = nn.Softmax(1) logsoftmax = nn.LogSoftmax(1) # some utils TODO def update_average(model_tgt, model_src, beta=0.999): param_dict_src = dict(model_s...
null
0Discarded/loss_classifier.py
loss_classifier.py
py
3,339
python
en
code
null
code-starcoder2
76
[ { "api_name": "torch.nn.CrossEntropyLoss", "line_number": 8, "usage_type": "call" }, { "api_name": "torch.nn", "line_number": 8, "usage_type": "name" }, { "api_name": "torch.nn.Softmax", "line_number": 9, "usage_type": "call" }, { "api_name": "torch.nn", "line...
575799960
import logging import argparse import configparser import os import torch import numpy as np import gym import pandas as pd from crowd_nav.utils.explorer import Explorer from crowd_nav.policy.policy_factory import policy_factory from crowd_sim.envs.utils.robot import Robot from crowd_sim.envs.policy.orca import ORCA fr...
null
crowd_nav/test.py
test.py
py
11,124
python
en
code
null
code-starcoder2
76
[ { "api_name": "argparse.ArgumentParser", "line_number": 18, "usage_type": "call" }, { "api_name": "os.path.join", "line_number": 37, "usage_type": "call" }, { "api_name": "os.path", "line_number": 37, "usage_type": "attribute" }, { "api_name": "os.path.basename", ...
617660419
import datetime import time import pytz import pandas as pd import json import urllib.request from tzwhere import tzwhere from helpers import okta_to_percent, granularity_to_freq def get_temperature_cloudcover(start_time=None, end_time=None, granularity=None,latitude=None, longitude=None, source='we...
null
solartk/weather.py
weather.py
py
3,586
python
en
code
null
code-starcoder2
76
[ { "api_name": "pandas.date_range", "line_number": 17, "usage_type": "call" }, { "api_name": "datetime.timedelta", "line_number": 17, "usage_type": "call" }, { "api_name": "pandas.DataFrame", "line_number": 26, "usage_type": "call" }, { "api_name": "urllib.request....
171758560
import json, nltk, os, unicodedata os.chdir('/Users/kylefth/Desktop/SILS Courses/Spring2014/541/Final_Ideas') json_list = [] with open('gay_rights.json', 'rb') as infile: gay_rights = json.load(infile) json_list.append(gay_rights) with open('abortion.json', 'rb') as infile: abortion = json.load(infile) ...
null
scripts/loading_parsing.py
loading_parsing.py
py
980
python
en
code
null
code-starcoder2
76
[ { "api_name": "os.chdir", "line_number": 3, "usage_type": "call" }, { "api_name": "json.load", "line_number": 8, "usage_type": "call" }, { "api_name": "json.load", "line_number": 11, "usage_type": "call" }, { "api_name": "json.load", "line_number": 14, "us...
209369672
#comparison(比較元の選手, その選手の比較したい年) #入力した年の全選手と比較元の選手の成績を比較して、ポイントが高い順で入力した年の全選手のリストを返す #db_list(取得したい年) #入力した年の全選手の成績リストをリストで返す(選手の成績は辞書型) #ask_score(比較対象の選手の成績リスト, 比較元の選手の成績リスト) #後者の選手を基にポイントを算出してその値を返す import sqlite3 #dbの取得 def db_list(year): db = 'baseball_' + year +'.db' con = sqlite3.connect(db) cur ...
null
comparison.py
comparison.py
py
2,575
python
en
code
null
code-starcoder2
76
[ { "api_name": "sqlite3.connect", "line_number": 15, "usage_type": "call" } ]
324607238
from datetime import datetime from dashboard.tests.ck_editor_object import Ckeditor from p2pu_user.models import User from django.core.urlresolvers import reverse from test import SeleniumTestCase from webdriver import CustomWebDriver class Auth(SeleniumTestCase): def setUp(self): # setUp is where setup ...
null
badges/dashboard/tests/selenium_tests.py
selenium_tests.py
py
2,421
python
en
code
null
code-starcoder2
76
[ { "api_name": "test.SeleniumTestCase", "line_number": 10, "usage_type": "name" }, { "api_name": "p2pu_user.models.User.objects.create", "line_number": 14, "usage_type": "call" }, { "api_name": "p2pu_user.models.User.objects", "line_number": 14, "usage_type": "attribute" ...
469843518
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright 2013 Arthur Gubaidullin (http://www.lapteuh.ru) # # 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/licen...
null
handler/image.py
image.py
py
3,724
python
en
code
null
code-starcoder2
76
[ { "api_name": "google.appengine.ext.blobstore.create_upload_url", "line_number": 48, "usage_type": "call" }, { "api_name": "webapp2.uri_for", "line_number": 48, "usage_type": "call" }, { "api_name": "handler.UPLOAD_IMAGE", "line_number": 48, "usage_type": "argument" }, ...
174522395
import logging from datetime import datetime from io import BytesIO from typing import Dict, Generator from zipfile import ZipFile import scrapy from opennem.pipelines.bulk_insert import BulkInsertPipeline from opennem.pipelines.csv import RecordsToCSVPipeline from opennem.pipelines.nem import ExtractCSV from opennem...
null
opennem/spiders/aemo/mms.py
mms.py
py
4,175
python
en
code
null
code-starcoder2
76
[ { "api_name": "logging.getLogger", "line_number": 17, "usage_type": "call" }, { "api_name": "scrapy.Spider", "line_number": 22, "usage_type": "attribute" }, { "api_name": "opennem.pipelines.nem.ExtractCSV", "line_number": 29, "usage_type": "name" }, { "api_name": ...
116539413
# -*- coding: utf-8 -*- ''' Execution module to provide deluge configuration to Salt .. versionadded:: 2015.8.0 ''' import re from salt.exceptions import CommandExecutionError ERROR = 'The key {} is invalid!' RET_RE = '^\s*{}: (?P<value>.*)$' __virtualname__ = 'deluge' def __virtual__(): ''' Only load if ...
null
_modules/deluge_mod.py
deluge_mod.py
py
1,114
python
en
code
null
code-starcoder2
76
[ { "api_name": "salt.exceptions.CommandExecutionError", "line_number": 30, "usage_type": "call" }, { "api_name": "re.match", "line_number": 33, "usage_type": "call" }, { "api_name": "salt.exceptions.CommandExecutionError", "line_number": 40, "usage_type": "call" } ]
623598158
import logging from datetime import datetime from django.db import models from django.utils.text import slugify from model_utils.models import TimeStampedModel from events.models import Event from .parsing import read_feed logger = logging.getLogger(__name__) def ustr(string): """ Returns the Python versio...
null
calendars/models.py
models.py
py
2,845
python
en
code
null
code-starcoder2
76
[ { "api_name": "logging.getLogger", "line_number": 11, "usage_type": "call" }, { "api_name": "django.db.models.Manager", "line_number": 24, "usage_type": "attribute" }, { "api_name": "django.db.models", "line_number": 24, "usage_type": "name" }, { "api_name": "mode...
646818893
''' copyright (c) 2016 Nathaniel Wright this program is free software: you can redistribute it and/or modify it under the terms of the gnu general public license as published by the free software foundation, either version 3 of the license, or (at your option) any later version. you should have received a copy of the ...
null
correlated_variability/code/sub_fig_plotting/plot_rel_pwr_spectra_all_cells.py
plot_rel_pwr_spectra_all_cells.py
py
7,628
python
en
code
null
code-starcoder2
76
[ { "api_name": "analysis.get_power_spectra_all_cells.get_power_spectra_all_cells", "line_number": 103, "usage_type": "call" }, { "api_name": "pylab.array", "line_number": 127, "usage_type": "call" }, { "api_name": "pylab.array", "line_number": 136, "usage_type": "call" }...
283060209
import os.path import numpy from scipy.spatial import Delaunay import meshio from meshplex import MeshTri def simple0(): # # 3___________2 # |\_ 2 _/| # | \_ _/ | # | 3 \4/ 1 | # | _/ \_ | # | _/ \_ | # |/ 0 \| # 0-----------1 # X = numpy.a...
null
test/meshes.py
meshes.py
py
7,425
python
en
code
null
code-starcoder2
76
[ { "api_name": "numpy.array", "line_number": 21, "usage_type": "call" }, { "api_name": "numpy.array", "line_number": 30, "usage_type": "call" }, { "api_name": "numpy.array", "line_number": 45, "usage_type": "call" }, { "api_name": "numpy.array", "line_number": ...
249320464
import requests from mopidy.models import Ref,Track,Album,SearchResult,Artist,Image,Playlist from mopidy.backend import * import pykka import pdb import time logger = logging.getLogger(__name__) import urllib from threading import Lock # I have learned a lot from jackyNIX's code for kodi mopidy plugin # https://github...
null
code/mopidy/mopidymixcloud/mopidy_mixcloud/mopidy_mixcloud.py
mopidy_mixcloud.py
py
19,951
python
en
code
null
code-starcoder2
76
[ { "api_name": "threading.Lock", "line_number": 43, "usage_type": "call" }, { "api_name": "time.time", "line_number": 74, "usage_type": "call" }, { "api_name": "mopidy.models.Ref.directory", "line_number": 122, "usage_type": "call" }, { "api_name": "mopidy.models.R...
151596676
# Copyright 2020 The Kale Authors # # 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 ...
null
backend/kale/static_analysis/dependencies.py
dependencies.py
py
14,591
python
en
code
null
code-starcoder2
76
[ { "api_name": "pyflakes.reporter.Reporter", "line_number": 55, "usage_type": "call" }, { "api_name": "pyflakes.reporter", "line_number": 55, "usage_type": "name" }, { "api_name": "pyflakes.api.check", "line_number": 58, "usage_type": "call" }, { "api_name": "pyfla...
121508491
# Copyright 2019-2020 The Lux Authors. # # 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...
null
tests/test_pandas.py
test_pandas.py
py
2,001
python
en
code
null
code-starcoder2
76
[ { "api_name": "pytest.car_df", "line_number": 32, "usage_type": "attribute" } ]
101576521
import re import phonenumbers from django.contrib.auth.models import User from django.core.exceptions import ValidationError from django.utils.translation import gettext_lazy as _ from email_validator import validate_email, EmailNotValidError from phonenumbers import PhoneNumber from phonenumbers.phonenumberutil impor...
null
django_simple_account/validators.py
validators.py
py
5,777
python
en
code
null
code-starcoder2
76
[ { "api_name": "re.search", "line_number": 20, "usage_type": "call" }, { "api_name": "django.core.exceptions.ValidationError", "line_number": 24, "usage_type": "call" }, { "api_name": "django.utils.translation.gettext_lazy", "line_number": 24, "usage_type": "call" }, {...
460298545
# coding=utf-8 # !/usr/bin/env python # Created on 2017/12/16 0016 下午 4:35 # author: 'Administrator' # software: PyCharm # file: move_element.py # 脚本功能描述:悬浮 from selenium import webdriver import time as t from selenium.webdriver.common.action_chains import ActionChains driver=webdriver.Firefox() driver.maximize_window...
null
selfTest/actionchains/move_element.py
move_element.py
py
748
python
en
code
null
code-starcoder2
76
[ { "api_name": "selenium.webdriver.Firefox", "line_number": 11, "usage_type": "call" }, { "api_name": "selenium.webdriver", "line_number": 11, "usage_type": "name" }, { "api_name": "time.sleep", "line_number": 15, "usage_type": "call" }, { "api_name": "selenium.web...
113272152
import fire from typing import * from dataclasses import dataclass class SeatCode: rowsize: int = 7 row_signs: List[str] = ['F', 'B'] col_signs: List[str] = ['L', 'R'] id_row_offset: int = 8 def __init__(self, code: str): self.code = code def _to_int(self, code: str, signs: List[str...
null
day5/run.py
run.py
py
1,596
python
en
code
null
code-starcoder2
76
[ { "api_name": "fire.Fire", "line_number": 72, "usage_type": "call" } ]
19732361
'''Test for ratio of Poisson intensities in two independent samples Author: Josef Perktold License: BSD-3 ''' import numpy as np from scipy import stats from statsmodels.stats.base import HolderTuple from statsmodels.stats.weightstats import _zstat_generic2 def test_poisson_2indep(count1, exposure1, count2, expo...
null
statsmodels/stats/rates.py
rates.py
py
12,005
python
en
code
null
code-starcoder2
76
[ { "api_name": "numpy.sqrt", "line_number": 98, "usage_type": "call" }, { "api_name": "numpy.sqrt", "line_number": 101, "usage_type": "call" }, { "api_name": "numpy.sqrt", "line_number": 104, "usage_type": "call" }, { "api_name": "numpy.sqrt", "line_number": 10...
448161375
# -*- coding: utf-8 -*- import sys import os from backports import configparser import json from datetime import datetime import talib import numpy as np import pymysql.cursors # 親ディレクトリの設定 app_home = os.path.abspath(os.path.join(os.path.dirname(os.path.abspath(__file__)), ".." )) # パスの読み込み sys.path.append(os.path.jo...
null
bin/make_index_batch.py
make_index_batch.py
py
2,985
python
en
code
null
code-starcoder2
76
[ { "api_name": "os.path.abspath", "line_number": 12, "usage_type": "call" }, { "api_name": "os.path", "line_number": 12, "usage_type": "attribute" }, { "api_name": "os.path.join", "line_number": 12, "usage_type": "call" }, { "api_name": "os.path.dirname", "line...
600274402
import json import logging as _logging from google.appengine.ext import ndb from app.cache import gc_collect, clear_lru_cache from app.decorators.cacheable import cacheable from app.decorators.searchable import searchable from app.json_serializer import JSONEncoder, encoder from app.repositories import DisciplinesRepos...
null
app/api/teams.py
teams.py
py
4,308
python
en
code
null
code-starcoder2
76
[ { "api_name": "logging.getLogger", "line_number": 13, "usage_type": "call" }, { "api_name": "logging.setLevel", "line_number": 14, "usage_type": "call" }, { "api_name": "logging.WARN", "line_number": 14, "usage_type": "attribute" }, { "api_name": "app.cache.gc_col...
461171748
import cv2 import numpy as np import matplotlib.pyplot as plt import os import sys os.getcwd() os.chdir("C:\\F\\NMIMS\\DataScience\\Sem-3\\AI\\project\\detection") faceCascade = cv2.CascadeClassifier("haarcascade_frontalface_default.xml") eyeCascade = cv2.CascadeClassifier("haarcascade_eye.xml") smileCascade = cv2.Cas...
null
face_detect.py
face_detect.py
py
1,318
python
en
code
null
code-starcoder2
76
[ { "api_name": "os.getcwd", "line_number": 7, "usage_type": "call" }, { "api_name": "os.chdir", "line_number": 8, "usage_type": "call" }, { "api_name": "cv2.CascadeClassifier", "line_number": 9, "usage_type": "call" }, { "api_name": "cv2.CascadeClassifier", "li...
103431365
# Ce script permet d'égaliser un histogramme de sorte à # corriger une image qui manque de constraste from os import system import cv2 as cv import numpy as np import matplotlib.pyplot as plt from luminance import luminance from hist import hist def histCumulNorm(img): """ Calcul l'histogramme c...
null
Traitement Image/egalHist.py
egalHist.py
py
1,670
python
en
code
null
code-starcoder2
76
[ { "api_name": "hist.hist", "line_number": 16, "usage_type": "call" }, { "api_name": "numpy.zeros", "line_number": 18, "usage_type": "call" }, { "api_name": "matplotlib.pyplot.plot", "line_number": 36, "usage_type": "call" }, { "api_name": "matplotlib.pyplot", ...
79672215
import jieba import jieba.analyse import json import heapq from sklearn.feature_extraction.text import TfidfTransformer from sklearn.feature_extraction.text import CountVectorizer from linebot.models import TextSendMessage from db_connection import con import numpy as np from linebot.models import TextSendMessage fr...
null
reply.py
reply.py
py
2,654
python
en
code
null
code-starcoder2
76
[ { "api_name": "jieba.load_userdict", "line_number": 16, "usage_type": "call" }, { "api_name": "db_connection.con.cursor", "line_number": 22, "usage_type": "call" }, { "api_name": "db_connection.con", "line_number": 22, "usage_type": "name" }, { "api_name": "jieba....
160776236
# -*- coding: utf-8 -*- from __future__ import unicode_literals, print_function from __future__ import absolute_import from __future__ import division import os from termcolor import colored import datetime import tensorflow as tf import time import numpy as np import data def ensure_exists(dire): if not os.path...
null
utils.py
utils.py
py
8,192
python
en
code
null
code-starcoder2
76
[ { "api_name": "os.path.exists", "line_number": 16, "usage_type": "call" }, { "api_name": "os.path", "line_number": 16, "usage_type": "attribute" }, { "api_name": "os.makedirs", "line_number": 17, "usage_type": "call" }, { "api_name": "tensorflow.ConfigProto", ...
354269229
# -*- encoding: utf-8 -*- """ @File : /detectron2/projects/FlowNet/demo/demo.py @Time : 2020-11-24 23:58:33 @Author : Facebook, Inc. and its affiliates. @Last Modified: 2020-11-25 22:20:56 @Modified By : Chen-Jianhu (jhchen.mail@gmail.com) @License : Copyright(C), USTC @Desc : None "...
null
projects/FlowNet/demo/demo.py
demo.py
py
5,659
python
en
code
null
code-starcoder2
76
[ { "api_name": "sys.path.append", "line_number": 24, "usage_type": "call" }, { "api_name": "sys.path", "line_number": 24, "usage_type": "attribute" }, { "api_name": "detectron2.config.get_cfg", "line_number": 33, "usage_type": "call" }, { "api_name": "argparse.Argu...
590716874
import pandas as pd import numpy as np import scipy import sklearn import csv from sklearn.linear_model import RidgeCV, Lasso, LassoCV, ElasticNetCV, ElasticNet from sklearn.metrics import mean_squared_error from sklearn import preprocessing import matplotlib.pyplot as plt def calc_function(values, function)...
null
main.py
main.py
py
1,437
python
en
code
null
code-starcoder2
76
[ { "api_name": "numpy.square", "line_number": 14, "usage_type": "call" }, { "api_name": "numpy.exp", "line_number": 15, "usage_type": "call" }, { "api_name": "numpy.cos", "line_number": 16, "usage_type": "call" }, { "api_name": "pandas.read_csv", "line_number":...
125448220
from wilib2 import * import asyncio import json import aiohttp from pprint import pprint from item import * from rotation import * from planet import * class Mission(): def __init__(self, parent_planet, mission_name): if type(parent_planet) is not str: # constructed from a parent data, can grab all data from that...
null
wilib2/mission.py
mission.py
py
1,304
python
en
code
null
code-starcoder2
76
[ { "api_name": "pprint.pprint", "line_number": 18, "usage_type": "call" }, { "api_name": "aiohttp.ClientSession", "line_number": 43, "usage_type": "call" }, { "api_name": "pprint.pprint", "line_number": 45, "usage_type": "call" }, { "api_name": "asyncio.run", "...
457911000
import sys import os import torch import numpy as np def voxelize_lidar(lidar_data,tf_lidar_data,voxel_id_offset,voxel_map_h,voxel_map_w,num_voxels,max_pts_voxel,v_w,v_h,max_w,max_l): valid_tf_lidar_data = tf_lidar_data[np.where(tf_lidar_data[:,2]<=0.4)[0],:] valid_lidar_data =lidar_data[np.where(tf_lidar_data[:...
null
code/voxelize.py
voxelize.py
py
2,147
python
en
code
null
code-starcoder2
76
[ { "api_name": "numpy.where", "line_number": 9, "usage_type": "call" }, { "api_name": "numpy.where", "line_number": 10, "usage_type": "call" }, { "api_name": "numpy.where", "line_number": 22, "usage_type": "call" }, { "api_name": "numpy.random.choice", "line_nu...
289397475
#!/usr/bin/env python3 """ Author : antoniog1 Date : 2019-02-18 Purpose: Rock the Casbah """ import argparse import sys # -------------------------------------------------- def get_args(): """get command-line arguments""" parser = argparse.ArgumentParser( description='Argparse Python script', ...
null
assignments/05-python-tictactoe/outcome.py
outcome.py
py
1,813
python
en
code
null
code-starcoder2
76
[ { "api_name": "argparse.ArgumentParser", "line_number": 15, "usage_type": "call" }, { "api_name": "argparse.ArgumentDefaultsHelpFormatter", "line_number": 17, "usage_type": "attribute" }, { "api_name": "sys.stderr", "line_number": 27, "usage_type": "attribute" }, { ...
210827568
import json import os import numpy as np import rdkit.Chem.AllChem as rdkit from scipy.spatial.distance import euclidean from ...utilities import ( vector_angle, rotation_matrix, rotation_matrix_arbitrary_axis, mol_from_mae_file, remake, periodic_table ) class MoleculeSubclassError(Exception)...
null
src/stk/molecular/molecules/molecule.py
molecule.py
py
41,911
python
en
code
null
code-starcoder2
76
[ { "api_name": "utilities.rotation_matrix_arbitrary_axis", "line_number": 258, "usage_type": "call" }, { "api_name": "utilities.rotation_matrix", "line_number": 309, "usage_type": "call" }, { "api_name": "numpy.isfinite", "line_number": 356, "usage_type": "call" }, { ...
336871128
import logging import os from codem.joblaunch.args import get_step_args from codem.metadata.model_task import ModelTask from codem.metadata.step_metadata import STEP_IDS from codem.ensemble.gangnam_style import best_psi, psi_weights from codem.ensemble import PV import codem.stgpr.space_time_smoothing as space from c...
null
gbd_2019/shared_code/central_comp/cod/codem/codem/work_exec/OptimalPSI.py
OptimalPSI.py
py
9,790
python
en
code
null
code-starcoder2
76
[ { "api_name": "logging.getLogger", "line_number": 15, "usage_type": "call" }, { "api_name": "codem.metadata.model_task.ModelTask", "line_number": 18, "usage_type": "name" }, { "api_name": "codem.metadata.step_metadata.STEP_IDS", "line_number": 28, "usage_type": "name" }...
250635944
# -*- coding:utf-8 -*- __author__ = 'changjie.fan' """ 项目信息管理的view """ from datetime import datetime,date import json import sys import os reload(sys) sys.setdefaultencoding('utf8') from flask import render_template, redirect, url_for, request, flash, current_app, session, send_file from flask.ext.login...
null
tms/project/views.py
views.py
py
44,682
python
en
code
null
code-starcoder2
76
[ { "api_name": "sys.setdefaultencoding", "line_number": 12, "usage_type": "call" }, { "api_name": "flask.session", "line_number": 38, "usage_type": "name" }, { "api_name": "flask.session", "line_number": 39, "usage_type": "name" }, { "api_name": "flask.url_for", ...