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
407659418
import copy import random import torch from .base_model import BaseModel from .utils import ( get_G_heap, G_Net, combine_mapping_networks, categorize_mappings, coshuffle, ) from .optimizers import get_optimizer from models.networks import networks from models.networks.loss import GANLoss, cal_grad...
null
models/gagan_model.py
gagan_model.py
py
10,159
python
en
code
null
code-starcoder2
83
[ { "api_name": "base_model.BaseModel", "line_number": 21, "usage_type": "name" }, { "api_name": "base_model.BaseModel.__init__", "line_number": 46, "usage_type": "call" }, { "api_name": "base_model.BaseModel", "line_number": 46, "usage_type": "name" }, { "api_name"...
190917490
import numpy as np from importlib import import_module, reload from zfit_constants import * from lmfit import minimize, Parameters from scipy.stats import gmean # geometric mean import csv class CliInterface(): def __init__(self): self.checkBoxLogMag class DoModel: """ Encapsulate all ...
null
pyZfit/zfit_modelcore.py
zfit_modelcore.py
py
16,304
python
en
code
null
code-starcoder2
83
[ { "api_name": "numpy.log10", "line_number": 57, "usage_type": "call" }, { "api_name": "numpy.log10", "line_number": 58, "usage_type": "call" }, { "api_name": "numpy.hstack", "line_number": 68, "usage_type": "call" }, { "api_name": "numpy.power", "line_number":...
93733382
import datetime import json from django.db.models import Q from django.views.generic import View # Create your views here. from IHome.utils.response_code import RET from IHome.utils.views import LoginRequiredJSONMixin from django import http import logging from house.models import House from order.models import Order...
null
apps/order/views.py
views.py
py
8,441
python
en
code
null
code-starcoder2
83
[ { "api_name": "logging.getLogger", "line_number": 15, "usage_type": "call" }, { "api_name": "IHome.utils.views.LoginRequiredJSONMixin", "line_number": 18, "usage_type": "name" }, { "api_name": "django.views.generic.View", "line_number": 18, "usage_type": "name" }, { ...
362079957
''' @Description: @Version: 1.0.0 @Author: louishsu @E-mail: is.louishsu@foxmail.com @Date: 2019-08-09 17:11:31 @LastEditTime: 2019-08-12 10:26:07 @Update: ''' import numpy as np import matplotlib.pyplot as plt from matplotlib import offsetbox from utils import eig def plot_embedding(X, y, images, title=None, t=6e-...
null
Algorithms/neighborhood_preserving_embedding.py
neighborhood_preserving_embedding.py
py
5,187
python
en
code
null
code-starcoder2
83
[ { "api_name": "numpy.min", "line_number": 26, "usage_type": "call" }, { "api_name": "numpy.max", "line_number": 26, "usage_type": "call" }, { "api_name": "matplotlib.pyplot.figure", "line_number": 29, "usage_type": "call" }, { "api_name": "matplotlib.pyplot", ...
279139142
import numpy as np import os from .base import Base from .trace import Trace from .dispersion import Dispersion from .sensitivity import Sensitivity from ..utils import h5Attr class Beam(Base): __INT__=np.uint64 def __init__(self,h5,clip,xr=[-np.inf,np.inf],yr=[-np.inf,np.inf]): Base.__init__(se...
null
h5axeconfig/grism/beam.py
beam.py
py
3,452
python
en
code
null
code-starcoder2
83
[ { "api_name": "base.Base", "line_number": 11, "usage_type": "name" }, { "api_name": "numpy.uint64", "line_number": 12, "usage_type": "attribute" }, { "api_name": "numpy.inf", "line_number": 14, "usage_type": "attribute" }, { "api_name": "base.Base.__init__", "...
315655171
from selenium import webdriver from bs4 import BeautifulSoup import os chromedriver = "C:\Program Files (x86)\Google\Chrome\Application\chromedriver.exe" os.environ["webdriver.chrome.driver"] = chromedriver browser = webdriver.Chrome(chromedriver) #设置浏览器打开url url = "http://www.baidu.com" browser.get(url) #在百度搜索框输入关键字...
null
info.py
info.py
py
525
python
en
code
null
code-starcoder2
83
[ { "api_name": "os.environ", "line_number": 6, "usage_type": "attribute" }, { "api_name": "selenium.webdriver.Chrome", "line_number": 7, "usage_type": "call" }, { "api_name": "selenium.webdriver", "line_number": 7, "usage_type": "name" } ]
136835603
from selenium import webdriver import math import time import os try: start_time = time.time() link = "http://suninjuly.github.io/redirect_accept.html" browser = webdriver.Chrome() browser.get(link) def calc(x): return str(math.log(abs(12*math.sin(int(x))))) button = browser.find_element_by_xpath("//button")...
null
part_2/2.3.6.py
2.3.6.py
py
1,557
python
en
code
null
code-starcoder2
83
[ { "api_name": "time.time", "line_number": 7, "usage_type": "call" }, { "api_name": "selenium.webdriver.Chrome", "line_number": 9, "usage_type": "call" }, { "api_name": "selenium.webdriver", "line_number": 9, "usage_type": "name" }, { "api_name": "math.log", "l...
552418177
import torch.nn as nn import torch.nn.functional as F from base import BaseModel import resnest.torch as resnest_torch # from https://www.kaggle.com/kneroma/clean-fast-simple-bird-identifier-training-colab class PretrainedModel(): def __init__(self, num_classes=397, name="resnest"): """ Loads a pre...
null
model/model.py
model.py
py
5,130
python
en
code
null
code-starcoder2
83
[ { "api_name": "resnest.torch", "line_number": 23, "usage_type": "argument" }, { "api_name": "torch.nn.hub.load", "line_number": 25, "usage_type": "call" }, { "api_name": "torch.nn.hub", "line_number": 25, "usage_type": "attribute" }, { "api_name": "torch.nn", ...
313382624
from django.http import HttpResponse, HttpResponseRedirect from django.shortcuts import get_object_or_404,render,redirect from django.http import HttpResponse, Http404 from django.urls import reverse from django.contrib.auth.forms import UserCreationForm from django.contrib.auth import login,logout from .models import ...
null
polls/views.py
views.py
py
3,399
python
en
code
null
code-starcoder2
83
[ { "api_name": "models.Question.objects.filter", "line_number": 15, "usage_type": "call" }, { "api_name": "models.Question.objects", "line_number": 15, "usage_type": "attribute" }, { "api_name": "models.Question", "line_number": 15, "usage_type": "name" }, { "api_n...
431660562
import os import time import argparse import torch import pandas as pd from sgm_train import train_document, train_image, train_tabular from utils import count_run_time class parameter(object): def __init__(self): parser = argparse.ArgumentParser() # train parameter parser.add_argument('-...
null
sgm_main.py
sgm_main.py
py
9,012
python
en
code
null
code-starcoder2
83
[ { "api_name": "argparse.ArgumentParser", "line_number": 13, "usage_type": "call" }, { "api_name": "torch.device", "line_number": 72, "usage_type": "call" }, { "api_name": "torch.cuda.is_available", "line_number": 72, "usage_type": "call" }, { "api_name": "torch.cu...
193780406
"""Component to manage the AIS Cloud.""" import asyncio import logging import requests import json import os from homeassistant.ais_dom import ais_global from homeassistant.const import EVENT_PLATFORM_DISCOVERED, EVENT_STATE_CHANGED from homeassistant.helpers.discovery import async_load_platform from homeassistant.cons...
null
homeassistant/components/ais_cloud/__init__.py
__init__.py
py
50,147
python
en
code
null
code-starcoder2
83
[ { "api_name": "logging.getLogger", "line_number": 13, "usage_type": "call" }, { "api_name": "requests.head", "line_number": 34, "usage_type": "call" }, { "api_name": "homeassistant.ais_dom.ais_global.get_my_global_ip", "line_number": 55, "usage_type": "call" }, { ...
605923304
import os import sys import glob import cv2 def save_face(frame, p1, p2, filename): # Get center point coordinates cp = ((p1[0] + p2[0])//2, (p1[1] + p2[1])//2) # Find the y-midpoint y_midp = int(((p2[1] - p1[1]) // 2) * 1.25) # Cropping a square around the face # - from the cp xy points, ...
null
face_capture.py
face_capture.py
py
2,526
python
en
code
null
code-starcoder2
83
[ { "api_name": "cv2.resize", "line_number": 20, "usage_type": "call" }, { "api_name": "cv2.INTER_CUBIC", "line_number": 20, "usage_type": "attribute" }, { "api_name": "cv2.imwrite", "line_number": 21, "usage_type": "call" }, { "api_name": "cv2.VideoCapture", "l...
348184475
# ##### BEGIN GPL LICENSE BLOCK ##### # # 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 2 # of the License, or (at your option) any later version. # # This program is distrib...
null
Tools/Exporters/Blender/2.63+/h3d_render/export_h3d_scene.py
export_h3d_scene.py
py
32,229
python
en
code
null
code-starcoder2
83
[ { "api_name": "bpy.types", "line_number": 39, "usage_type": "attribute" }, { "api_name": "bpy.data", "line_number": 68, "usage_type": "attribute" }, { "api_name": "bpy.context", "line_number": 70, "usage_type": "attribute" }, { "api_name": "bpy.ops.object.select_a...
628914625
"""Compute depth maps for images in the input folder. """ import os import glob import torch import utils import cv2 from torchvision.transforms import Compose from models.midas_net import MidasNet from models.transforms import Resize, NormalizeImage, PrepareForNet from torch.utils import tensorboard def run(input_...
null
run.py
run.py
py
3,816
python
en
code
null
code-starcoder2
83
[ { "api_name": "torch.device", "line_number": 27, "usage_type": "call" }, { "api_name": "models.midas_net.MidasNet", "line_number": 31, "usage_type": "call" }, { "api_name": "torchvision.transforms.Compose", "line_number": 33, "usage_type": "call" }, { "api_name": ...
405855000
import os import re import textwrap import sys import argparse timestamps = [] user = [] info = [] #Danmu position Y axis y_axis_list = [790,753,716,679,642] #ass字幕文件头及样式 Def_info = textwrap.dedent(''' [Script Info] Title: Default ASS file ScriptType: v4.00+ WrapStyle: 2 Collisions: Normal PlayRes...
null
PtoA.py
PtoA.py
py
2,628
python
en
code
null
code-starcoder2
83
[ { "api_name": "textwrap.dedent", "line_number": 14, "usage_type": "call" }, { "api_name": "argparse.ArgumentParser", "line_number": 35, "usage_type": "call" }, { "api_name": "re.split", "line_number": 48, "usage_type": "call" } ]
407831204
import matplotlib.pyplot as plt import seaborn as sns from PIL import Image, ImageFilter from pytesseract import image_to_string # requires: # pip install seaborn pytesseract # brew install tesseract def ocr(image, blur=5): image = add_white_border(image) im = render_image(image) im.show() im = im.fil...
null
shared/ocr.py
ocr.py
py
874
python
en
code
null
code-starcoder2
83
[ { "api_name": "PIL.ImageFilter.GaussianBlur", "line_number": 14, "usage_type": "call" }, { "api_name": "PIL.ImageFilter", "line_number": 14, "usage_type": "name" }, { "api_name": "pytesseract.image_to_string", "line_number": 16, "usage_type": "call" }, { "api_name...
26411966
import streamlit as st import pandas as pd from sklearn.ensemble import RandomForestClassifier st.write("""**1. Select Age :**""") age = st.slider('', 0, 100, 25) st.write("""**You selected this option **""",age) st.write("""**2. Select Gender :**""") sex = st.selectbox("(1=Male, 0=Female)",["1","0"]) st.write(""...
null
Model-1/bug-fix.py
bug-fix.py
py
898
python
en
code
null
code-starcoder2
83
[ { "api_name": "streamlit.write", "line_number": 5, "usage_type": "call" }, { "api_name": "streamlit.slider", "line_number": 6, "usage_type": "call" }, { "api_name": "streamlit.write", "line_number": 7, "usage_type": "call" }, { "api_name": "streamlit.write", "...
136910062
import re import requests import time,random cookies = { '_ntes_nnid': 'c0a9486ed4e5d91c72812668fe88891c,1587290454965', '_ntes_nuid': 'c0a9486ed4e5d91c72812668fe88891c', 'Device-Id': 'TMjvh9JnECyAvbziFjqs', '_ga': 'GA1.2.1244979980.1587298259', '_gid': 'GA1.2.1284201187.1587950146', 'P_INFO': ...
null
buff2.py
buff2.py
py
2,482
python
en
code
null
code-starcoder2
83
[ { "api_name": "requests.get", "line_number": 42, "usage_type": "call" }, { "api_name": "re.findall", "line_number": 45, "usage_type": "call" }, { "api_name": "time.sleep", "line_number": 51, "usage_type": "call" }, { "api_name": "random.random", "line_number":...
479436492
#coding = utf-8 __author__ = 'Aimee' from interface.public import Config from interface.public import HttpService #对请求方式参数化 def get_host(EndPoint): host = Config.url() endpoint = EndPoint url = ''.join([host,endpoint]) return url #再次封装类中的函数 def get_response(url,Method,**DataALL): i...
null
第一期/广州-Aimee/interface/interface/public/base.py
base.py
py
536
python
en
code
null
code-starcoder2
83
[ { "api_name": "interface.public.Config.url", "line_number": 9, "usage_type": "call" }, { "api_name": "interface.public.Config", "line_number": 9, "usage_type": "name" }, { "api_name": "interface.public.HttpService.MyHTTP", "line_number": 17, "usage_type": "call" }, { ...
283794158
# Task 2 # Press the 'Run File' menu button to execute import sqlite3 as db #import the module con = db.connect('test.db') #connect to a local file test.db with con: #with is used to avoid typing con.cur all the time cur = con.cursor() #”with con” opens a level of indentation #delete a table for sales pe...
null
03-updates/task-2.py
task-2.py
py
1,169
python
en
code
null
code-starcoder2
83
[ { "api_name": "sqlite3.connect", "line_number": 5, "usage_type": "call" } ]
148765803
import numpy as np import matplotlib.pyplot as plt from scipy import signal num = np.poly1d([1,0]) den = np.poly1d([1,3,2,1]) sys = signal.TransferFunction(num,den) t,y = signal.impulse(sys) plt.plot(t,y) plt.xlabel('$t$') plt.ylabel('$y$') plt.grid() # minor plt.axis() plt.show()
null
impulse_response_a1.py
impulse_response_a1.py
py
283
python
en
code
null
code-starcoder2
83
[ { "api_name": "numpy.poly1d", "line_number": 5, "usage_type": "call" }, { "api_name": "numpy.poly1d", "line_number": 6, "usage_type": "call" }, { "api_name": "scipy.signal.TransferFunction", "line_number": 7, "usage_type": "call" }, { "api_name": "scipy.signal", ...
539983796
import requests from bs4 import BeautifulSoup import json class Listing: def __init__(self, url): print("Parsing " + url) page = requests.get(url) soup = BeautifulSoup(page.content, 'html.parser') data = json.loads(soup.find('script', type='application/json').string) self.pageProps = data["props"...
null
temporary-map-visualization-fix/listing.py
listing.py
py
1,718
python
en
code
null
code-starcoder2
83
[ { "api_name": "requests.get", "line_number": 8, "usage_type": "call" }, { "api_name": "bs4.BeautifulSoup", "line_number": 9, "usage_type": "call" }, { "api_name": "json.loads", "line_number": 10, "usage_type": "call" } ]
447754369
import layoutparser as lp import cv2,os import numpy as np from collections import namedtuple Rectangle = namedtuple('Rectangle', 'xmin ymin xmax ymax') import sys, random, torch, glob, torchvision # from torchvision.models.detection.faster_rcnn import FastRCNNPredictor # from torchvision.models.detection.mask_rcnn im...
null
anuvaad-etl/anuvaad-extractor/block-merger/src/utilities/primalaynet/infer.py
infer.py
py
10,630
python
en
code
null
code-starcoder2
83
[ { "api_name": "collections.namedtuple", "line_number": 5, "usage_type": "call" }, { "api_name": "random.seed", "line_number": 14, "usage_type": "call" }, { "api_name": "torch.manual_seed", "line_number": 15, "usage_type": "call" }, { "api_name": "torch.cuda.manual...
176537285
get_ipython().run_line_magic('load_ext', 'autoreload') get_ipython().run_line_magic('autoreload', '2') import matplotlib.pyplot as plt import numpy as np import pyvista as pv from matplotlib.colors import Normalize from matplotlib.cm import magma from cloud_colocations.plots import grid_to_edges try: plt.style.use(...
null
notebooks/plot_3d.py
plot_3d.py
py
3,876
python
en
code
null
code-starcoder2
83
[ { "api_name": "matplotlib.pyplot.style.use", "line_number": 10, "usage_type": "call" }, { "api_name": "matplotlib.pyplot.style", "line_number": 10, "usage_type": "attribute" }, { "api_name": "matplotlib.pyplot", "line_number": 10, "usage_type": "name" }, { "api_na...
503122610
# coding=utf-8 # -------------------------------------------------------------------------- # Copyright (c) Microsoft and contributors. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of ...
null
azure-mgmt-compute/azure/mgmt/compute/models/virtual_machine.py
virtual_machine.py
py
5,682
python
en
code
null
code-starcoder2
83
[ { "api_name": "resource.Resource", "line_number": 25, "usage_type": "name" } ]
374096073
""" Copyright ©2019. The Regents of the University of California (Regents). All Rights Reserved. Permission to use, copy, modify, and distribute this software and its documentation for educational, research, and not-for-profit purposes, without fee and without a signed licensing agreement, is hereby granted, provided ...
null
tests/test_api/test_cohort_controller.py
test_cohort_controller.py
py
49,600
python
en
code
null
code-starcoder2
83
[ { "api_name": "pytest.fixture", "line_number": 36, "usage_type": "call" }, { "api_name": "pytest.fixture", "line_number": 41, "usage_type": "call" }, { "api_name": "pytest.fixture", "line_number": 46, "usage_type": "call" }, { "api_name": "tests.test_api.api_test_...
244793223
import time import argparse from dask.distributed import Client import dask.array as da import dask.dataframe as dd class Experiment(object): def __init__(self, ip, nodesize, outfile): self.schedluer_ip = ip self.node_count = nodesize self.outfile = outfile self.client = Client(sel...
null
code/experiment.py
experiment.py
py
1,682
python
en
code
null
code-starcoder2
83
[ { "api_name": "dask.distributed.Client", "line_number": 13, "usage_type": "call" }, { "api_name": "dask.array.random.normal", "line_number": 14, "usage_type": "call" }, { "api_name": "dask.array.random", "line_number": 14, "usage_type": "attribute" }, { "api_name"...
252889865
from django.urls import path from . import views from rest_framework.authtoken.views import obtain_auth_token urlpatterns = [ path( 'mascotas/<int:id>', views.get_delete_update_mascota, name='get_delete_update_mascota' ), path( 'mascotas/', views.get_post_mascotas,...
null
api/urls.py
urls.py
py
1,908
python
en
code
null
code-starcoder2
83
[ { "api_name": "django.urls.path", "line_number": 8, "usage_type": "call" }, { "api_name": "django.urls.path", "line_number": 13, "usage_type": "call" }, { "api_name": "django.urls.path", "line_number": 18, "usage_type": "call" }, { "api_name": "django.urls.path", ...
485660903
#!/usr/bin/python import pickle import sys import matplotlib.pyplot sys.path.append("../tools/") from feature_format import featureFormat, targetFeatureSplit from operator import itemgetter ### read in data dictionary, convert to numpy array data_dict = pickle.load( open("../final_project/final_project_dataset.pkl",...
null
outliers/enron_outliers.py
enron_outliers.py
py
906
python
en
code
null
code-starcoder2
83
[ { "api_name": "sys.path.append", "line_number": 6, "usage_type": "call" }, { "api_name": "sys.path", "line_number": 6, "usage_type": "attribute" }, { "api_name": "pickle.load", "line_number": 12, "usage_type": "call" }, { "api_name": "feature_format.featureFormat"...
205111357
import pygame from random import randint #bedzie potrzebne do nadania losowej predkosci poczatkowej dla pilki BLACK = (0,0,0) class Ball(pygame.sprite.Sprite): #tworzymy klase pileczka #sluzy do tworzenia pileczek def __init__(self, color, width, height): super().__init__() #odwolujemy sie do ...
null
ball.py
ball.py
py
1,658
python
en
code
null
code-starcoder2
83
[ { "api_name": "pygame.sprite", "line_number": 6, "usage_type": "attribute" }, { "api_name": "pygame.Surface", "line_number": 11, "usage_type": "call" }, { "api_name": "pygame.draw.rect", "line_number": 17, "usage_type": "call" }, { "api_name": "pygame.draw", "...
468149744
# -*- coding: utf-8 -*- """ Created on Mon Feb 20 20:08:58 2017 @author: anurag """ # import all libraries import quandl import pandas as pd import numpy as np from bs4 import BeautifulSoup as beautifulsoup from sklearn.decomposition import PCA from matplotlib import pyplot as plt from sklearn.svm import OneClassSVM ...
null
regression.py
regression.py
py
1,035
python
en
code
null
code-starcoder2
83
[ { "api_name": "pandas.DataFrame", "line_number": 17, "usage_type": "call" }, { "api_name": "quandl.get", "line_number": 17, "usage_type": "call" }, { "api_name": "sklearn.decomposition.PCA", "line_number": 19, "usage_type": "call" }, { "api_name": "numpy.linalg.no...
88393927
from flask import request, Flask,jsonify from fastai import * from fastai.vision import * import sys import json path = Path('data/cloth_categories') dBFilePath = '/home/azure/data.json' app = Flask(__name__) def predict(imagePath): classes = ['Blouse', 'Blazer', 'Button-Down', 'Bomber', 'Anorak', 'T...
null
ClothingClassPrediction.py
ClothingClassPrediction.py
py
1,696
python
en
code
null
code-starcoder2
83
[ { "api_name": "flask.Flask", "line_number": 9, "usage_type": "call" }, { "api_name": "json.load", "line_number": 21, "usage_type": "call" }, { "api_name": "json.dump", "line_number": 27, "usage_type": "call" }, { "api_name": "flask.request.json", "line_number"...
611877133
import os import re import logging from bootstrapvz.base import Task from bootstrapvz.common import phases from bootstrapvz.common.tasks import image from bootstrapvz.common.tools import log_check_call class FixVHD(Task): description = 'Preparing VHD for Azure' phase = phases.image_registration predecessor...
null
bootstrapvz/providers/azure/tasks/image.py
image.py
py
2,587
python
en
code
null
code-starcoder2
83
[ { "api_name": "bootstrapvz.base.Task", "line_number": 9, "usage_type": "name" }, { "api_name": "bootstrapvz.common.phases.image_registration", "line_number": 11, "usage_type": "attribute" }, { "api_name": "bootstrapvz.common.phases", "line_number": 11, "usage_type": "name...