id stringlengths 1 7 | text stringlengths 6 1.03M | dataset_id stringclasses 1
value |
|---|---|---|
3385499 | <reponame>Feng-Yuze/ASP
# -*- coding: utf-8 -*-
"""
Created on Tue Oct 10
@author: jaehyuk
"""
import numpy as np
import scipy.stats as ss
import scipy.optimize as sopt
from . import normal
from . import bsm
import pyfeng as pf
'''
MC model class for Beta=1
'''
class ModelBsmMC:
beta = 1.0 # fixed (not use... | StarcoderdataPython |
98903 | class Solution:
def uniquePaths(self, m: int, n: int) -> int:
ans = [1]*n
for i in range(1,m):
for j in range(1,n):
ans[j] = ans[j-1] + ans[j]
return ans[-1] if m and n else 0 | StarcoderdataPython |
3241590 | import abc
from typing import List, Type
from nuplan.common.maps.abstract_map_factory import AbstractMapFactory
from nuplan.planning.scenario_builder.abstract_scenario import AbstractScenario
from nuplan.planning.scenario_builder.scenario_filter import ScenarioFilter
from nuplan.planning.utils.multithreading.worker_po... | StarcoderdataPython |
1747 | <reponame>kra-ts/falconpy
"""Internal API endpoint constant library.
_______ __ _______ __ __ __
| _ .----.-----.--.--.--.--| | _ | |_.----|__| |--.-----.
|. 1___| _| _ | | | | _ | 1___| _| _| | <| -__|
|. |___|__| |_____|________|_____|____ |____|__| |... | StarcoderdataPython |
1692609 | from bs4 import BeautifulSoup
from urllib.request import Request, urlopen
from urllink import crawl
req = Request('https://cornellbotanicgardens.org/explore/gardens/medicinal-herbs/', headers={'User-Agent': 'Mozilla/5.0'})
webpage = urlopen(req).read()
testfile = open("html/files/a-web/tid6input.txt", "w")
soup = Beau... | StarcoderdataPython |
1609331 | <reponame>mikapfl/datalad<filename>datalad/cmdline/common_args.py
# emacs: -*- mode: python; py-indent-offset: 4; tab-width: 4; indent-tabs-mode: nil -*-
# ex: set sts=4 ts=4 sw=4 noet:
# ## ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ### ##
#
# See COPYING file distributed along with the data... | StarcoderdataPython |
120211 | <gh_stars>1-10
import torch
def Spatial_loss(matrix, D):
x1 = matrix.view(-1, 4096, 1)
Sv = torch.std(x1, dim=0)
Xm = x1 - x1.mean(dim=0)
C = Xm @ Xm.view(-1, 1, 4096)
C = C.mean(dim=0)
S = Sv @ Sv.view(1, -1)
C = C / S
loss = torch.abs(C - (1.0 / (D + 1)))
kloss = loss.sum()-loss.t... | StarcoderdataPython |
3353726 | from dipper.graph.Graph import Graph
class Family():
"""
Model mereological/part whole relationships
Although these relations are more abstract, we often
use them to model family relationships (proteins, humans, etc.)
The naming of this class may change in the future to better
reflect the mea... | StarcoderdataPython |
3308677 | <gh_stars>1-10
from random import random, seed
from typing import List
from gsf.dynamic_system.dynamic_systems import DiscreteEventDynamicSystem
from examples.example_1.cell import Cell
class LinearAutomata(DiscreteEventDynamicSystem):
"""Linear Automata implementation
It has a group of cells, connected bet... | StarcoderdataPython |
1693034 | # <NAME>
# 16-09-2020
# Final assignment for Programming
# Project: MyMusic
from functions import clearConsole, tryParseInt
from termcolor import cprint
import sys
# Everything what belongs to Menu
class Menu:
# Sets profile and starts the showMenu function
def __init__(self, profile, playlist):
self... | StarcoderdataPython |
152192 | from Maxwell import *
from dolfin import *
from numpy import *
import scipy as Sci
import scipy.linalg
from math import pi,sin,cos,sqrt
import scipy.sparse as sps
import scipy.io as save
import scipy
import pdb
from matrix2latex import *
print "FEniCS routine to solve Maxwell subproblem \n \n"
Mcycle = 10
n = 2
tim... | StarcoderdataPython |
34372 | <reponame>DennyWeinberg/photoprism
import unittest
from photoprism import Client
class TestClass(unittest.TestCase):
def test_upload():
client = Client()
client.upload_photo('20210104_223259.jpg', b'TODO', album_names=['Test Album'])
| StarcoderdataPython |
1666373 | <filename>cbuild/filter_logic.py<gh_stars>1-10
minelo = self.get_min_elo()
if minelo < 2200:
self.ok = False | StarcoderdataPython |
3322227 | import sys
from pathlib import Path
def check_if_available(prg, msg):
"""
Check if the given program is available.
If not, then die with the given error message.
"""
if not Path(prg).is_file():
print(msg, file=sys.stderr)
sys.exit(1)
| StarcoderdataPython |
1785891 | max_predicate = lambda a, b: a[1] <= b[1]
class Heap:
def __init__(self):
self.heap = []
def heap_swap(self, a, b):
t = self.heap[a]
self.heap[a] = self.heap[b]
self.heap[b] = t
def _heapify(self, heap_size, x, predicate):
left = 2 * (x + 1) - 1
right = ... | StarcoderdataPython |
1749238 | <reponame>chidioguejiofor/airtech-api
# Generated by Django 2.2 on 2019-04-08 17:22
from django.db import migrations
class Migration(migrations.Migration):
dependencies = [
('users', '0007_auto_20190408_1436'),
('flight', '0014_auto_20190408_1510'),
('booking', '0005_auto_20190408_1644')... | StarcoderdataPython |
18683 | <filename>syndata/__init__.py
# coding=utf-8
# Author: <NAME> <<EMAIL>>
#
# License: MIT
"""
The :mod:`deslib.util` This module includes various utilities. They are divided into three parts:
syndata.synthethic_datasets - Provide functions to generate several 2D classification datasets.
syndata.plot_tools - Provides... | StarcoderdataPython |
174528 | <reponame>ngshiheng/six-percent
from cryptography.fernet import Fernet
def generate_key() -> None:
"""
Generates a key and save it into a file
"""
key = Fernet.generate_key()
with open("secret.key", "wb") as key_file:
key_file.write(key)
def load_key() -> bytes:
"""
Loads the ke... | StarcoderdataPython |
4802873 | default_app_config = 'media_server.apps.MediaServerConfig'
| StarcoderdataPython |
3911 | from google.appengine.ext import webapp
from google.appengine.ext.webapp.util import run_wsgi_app
__author__ = "<NAME>, <NAME>, and <NAME>"
__copyright__ = "Copyright 2013-2015 UKP TU Darmstadt"
__credits__ = ["<NAME>", "<NAME>", "<NAME>"]
__license__ = "ASL"
class Redirector(webapp.RequestHandler):
def get(self)... | StarcoderdataPython |
1788166 | <reponame>kagemeka/python
from \
kgmk.dsa.algebra.modular \
.factorial.jit \
import (
factorial,
inv_factorial,
)
import numpy as np
import numba as nb
@nb.njit
def choose(
n: int,
r: int,
) -> int:
global mod, fact, ifact
ok = (0 <= r) & (r <= n)
c = fact[n] * ok
c = c * ifact[n - r] % mod
ret... | StarcoderdataPython |
1796691 | <reponame>HLOverflow/StockCat
import math
from datetime import datetime
from typing import Union, List, Any
import pandas
from alpha_vantage.fundamentaldata import FundamentalData
from pandas import DataFrame, Series
from stock_cat.alpha_vantage_ext.fundamentals_extensions import get_earnings_annual
ListTable = List... | StarcoderdataPython |
3219775 | """Merge data produced in different shards of extraction.
Namely:
1. Trajectories
2. Scene cuts
Output: single merged files trajectories.jsonl and scene_changes.json
"""
from typing import Set
import argparse
import os
import json
import glob
from utils.utils import load_images_map
def is_trajectory_valid(t... | StarcoderdataPython |
93582 | <filename>tests/test_zero.py
import os
import sys
import json
import torch
from fmoe.layers import _fmoe_general_global_forward
from fmoe import FMoETransformerMLP
from test_ddp import _run_distributed
class ConstantGate(torch.nn.Module):
def __init__(self, d_model, num_expert, world_size, top_k=1):
supe... | StarcoderdataPython |
3377014 | <reponame>szperajacyzolw/streamlit_laundering
from boruta import BorutaPy
import matplotlib.pyplot as plt
import matplotlib.patches as mpatches
from sklearn.naive_bayes import BernoulliNB, MultinomialNB
from sklearn.preprocessing import FunctionTransformer
from sklearn.ensemble import RandomForestClassifier
from sklear... | StarcoderdataPython |
1769960 | from gym_meme.envs.meme_env import MemeEnv
import gym_meme.envs
| StarcoderdataPython |
1609710 | <reponame>whatisjasongoldstein/scruffy-video
import mock
import requests
import helpers
from .helpers import (get_video_type, get_video_type_and_id,
youtube_id, vimeo_id, get_embed_src, call_api, get_image_url)
TEST_VIMEO_URL = "https://vimeo.com/22733150"
TEST_YOUTUBE_URL_1 = "http://www.youtube.com/watch?v=Sic... | StarcoderdataPython |
3359685 | import numpy as np
from random import shuffle
def softmax_loss_naive(W, X, y, reg):
"""
Softmax loss function, naive implementation (with loops)
Inputs have dimension D, there are C classes, and we operate on minibatches
of N examples.
Inputs:
- W: A numpy array of shape (D, C) containing weights.
- X:... | StarcoderdataPython |
1601591 | <filename>wcoa/migrations/0005_remove_connectpage_date.py
# Generated by Django 2.2.3 on 2019-07-25 19:54
from django.db import migrations
class Migration(migrations.Migration):
dependencies = [
('wcoa', '0004_merge_20190725_1749'),
]
operations = [
migrations.RemoveField(
m... | StarcoderdataPython |
56361 | words = [word.upper() for word in open('gettysburg.txt').read().split()]
theDictionary = {}
for word in words:
theDictionary[word] = theDictionary.get(word,0) + 1
print(theDictionary)
| StarcoderdataPython |
7156 | from models.Model import Player, Group, Session, engine
| StarcoderdataPython |
106732 | <filename>Source/Apps/StatusClock.py
import logging
import time
import Geometry.Point as PT
import Utilities.Recurrer as AR
from PIL import ImageDraw, ImageFont
import Apps.BaseApp as BA
fontfamily = 'DejaVuSansMono.ttf'
boldfontfamily = 'DejaVuSansMono-Bold.ttf'
class StatusClockApp(BA.BaseApp):
def __init__(... | StarcoderdataPython |
183770 | import numpy as np
import pandas as pd
from sklearn.model_selection import train_test_split, GridSearchCV
from sklearn.compose import ColumnTransformer
from sklearn.impute import SimpleImputer
from sklearn.pipeline import Pipeline
from sklearn.preprocessing import StandardScaler
from sklearn.metrics import mean_squared... | StarcoderdataPython |
3253285 | <reponame>FAIRDataPipeline/FAIR-CLI<gh_stars>0
#!/usr/bin/python3
# -*- coding: utf-8 -*-
"""
Versioning
==========
Methods for handling semantic versioning and parsing version formats
Contents
========
Functions
---------
parse_incrementer - parse version increment format
"""
__date__ = "2021-08-05"
import r... | StarcoderdataPython |
3218796 | <gh_stars>1-10
# -*- coding: utf-8 -*-
import tempfile
import shutil
# __del__形式
# class TempDir:
# def __index__(self):
# self.name = tempfile.mkdtemp()
#
# def remove(self):
# if self.name is not None:
# shutil.rmtree(self.name)
# self.name = None
#
# @property
# ... | StarcoderdataPython |
1669882 | import numpy as np
import pandas as pd
import matplotlib
%matplotlib inline
import matplotlib.pyplot as plt
import statsmodels.tsa.stattools as ts
import statsmodels.api as sm
from statsmodels.tsa.stattools import adfuller
import ffn
import warnings
warnings.filterwarnings('ignore')
def ind_marker(stock):
index_m... | StarcoderdataPython |
4842746 | <gh_stars>0
"""
Round precomputed pixel instance embeddings and evaluate performance.
"""
import argparse
import numpy as np
def batch_eval(args):
"""
:param args:
"""
if __name__ == '__main__':
parser = argparse.ArgumentParser()
parser.add_argument("dataset_dir",
help... | StarcoderdataPython |
148749 | <filename>tests/test_enasearch.py
#!/usr/bin/env python
from pprint import pprint
import enasearch
def cmp(la, lb):
"""Compare two lists"""
return all(s in lb for s in la) and all(s in la for s in lb)
def test_get_results():
"""Test get_results function"""
results = enasearch.get_results(verbose=Fal... | StarcoderdataPython |
3366203 | <filename>test/defense/ckks/test_core.py
def test_sigma():
import numpy as np
from aijack.defense import CKKSEncoder
M = 8
scale = 1 << 20
encoder = CKKSEncoder(M, scale)
b = np.array([1, 2, 3, 4])
p = encoder.sigma_inverse(b)
b_reconstructed = encoder.sigma(p)
np.testing.assert_a... | StarcoderdataPython |
3335162 | import math
import pylev
from .en2kr_dict import disease_dict, species_dict
# Use minimum edit distance (Levenshtein distance) to map different strings (e.g., African Swine Fever, africa swine fever, etc.)
# into one predefined term (african swine fever)
def disease_convert(word):
closest_word = ("", math.inf)
... | StarcoderdataPython |
3281868 | <reponame>nor3th/client-python
# coding: utf-8
class StixSightingRelationship:
def __init__(self, opencti):
self.opencti = opencti
self.properties = """
id
entity_type
parent_types
spec_version
created_at
updated_at
... | StarcoderdataPython |
3246365 |
from django.db import models
# Create your models here.
from django.db import models
from cloudinary.models import CloudinaryField
# Create your models here.
from django.db import models
from django.contrib.auth.models import User
# Create your models here.
class Project(models.Model):
image = CloudinaryField... | StarcoderdataPython |
138236 | from django.urls import reverse
from rest_framework import serializers
from redirink.links.models import Link
class LinkSerializer(serializers.ModelSerializer):
"""
Serializer to dict for link.
"""
user = serializers.HiddenField(default=serializers.CurrentUserDefault())
from_url = serializers.Se... | StarcoderdataPython |
1720480 | MQTT = {
'enabled': True,
'host': 'mosquitto',
}
INFLUXDB = {
'enabled': False,
'base_url': 'http://influxdb:8086',
# Time when data should be written, even if value has not changed
'write_through_time': 60 * 60,
'database': 'heatpump',
'measurement': 'heatpump',
}
BINDING = {
'upd... | StarcoderdataPython |
3349152 | <filename>spharpy/special.py
"""
Subpackage implementing or wrapping special functions required in the
spharpy package.
"""
from itertools import count
import numpy as np
import scipy.special as _spspecial
from scipy.optimize import brentq
def spherical_bessel(n, z, derivative=False):
r"""
Spherical bessel f... | StarcoderdataPython |
3293316 | <filename>kiqpo/core/ThisValue.py
def ThisValue():
return "this.value" | StarcoderdataPython |
3379251 | <reponame>coecms/dusqlite
#!/usr/bin/env python
#
# Copyright 2019 <NAME>
#
# Author: <NAME> <<EMAIL>>
#
# 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/L... | StarcoderdataPython |
3225591 | <reponame>fkwai/geolearn
import matplotlib.pyplot as plt
import numpy as np
import pandas as pd
sd = np.datetime64('2000-01-01')
ed = np.datetime64('2000-12-31')
t = pd.date_range(sd, ed)
td = t.dayofyear.values-1
fig, ax = plt.subplots(1, 1)
nt = td.max()
# tLst = ['2000-01-01', '2000-03-01', '2000-06-01', '2000-09-0... | StarcoderdataPython |
1733152 | from Grove_Fingerprint import Fingerprint
import sys
import wiringpi2
fp = Fingerprint()
if fp.verifyPassword():
print 'Found device.'
else:
print 'Device not found'
sys.exit(0)
def getFingerprintIDez():
p = fp.getImage()
if p != fp.FINGERPRINT_OK:
return -1
p = fp.image2Tz()
... | StarcoderdataPython |
154278 | from systemcheck.checks.models.checks import Check
from systemcheck.models.meta import Base, ChoiceType, Column, ForeignKey, Integer, QtModelMixin, String, qtRelationship, \
relationship, RichString, generic_repr, OperatorMixin, BaseMixin, TableNameMixin
from systemcheck.systems.ABAP.models import ActionAbapClientS... | StarcoderdataPython |
3201858 | import importlib
from pydashery import Widget
def find_function(search_def):
"""
Dynamically load the function based on the search definition.
:param str search_def: A string to tell us the function to load, e.g.
module:funcname or module.path:class.staticmethod
:raises Val... | StarcoderdataPython |
4808573 | from twisted.internet import reactor
from twisted.internet.defer import Deferred
from twisted.internet.error import AlreadyCalled
class TimeOutError(Exception): pass
class DeferredWithTimeout(Deferred):
"""
Deferred with a timeout. If neither the callback nor the errback method
is not called within the ... | StarcoderdataPython |
1777954 | <reponame>thoughteer/edera
import datetime
import multiprocessing
import time
import pytest
from edera.exceptions import ExcusableError
from edera.exceptions import ExcusableMasterSlaveInvocationError
from edera.exceptions import MasterSlaveInvocationError
from edera.invokers import MultiProcessInvoker
from edera.rou... | StarcoderdataPython |
4826490 | import math
import os
import re
from multiprocessing import Pool
from collections import defaultdict
import tables
import numpy as np
from astropy.io import fits
from astropy.table import Table
from beast.observationmodel.noisemodel.generic_noisemodel import get_noisemodelcat
from beast.physicsmodel.grid import SEDGr... | StarcoderdataPython |
1742137 | """
Know more, visit my Python tutorial page: https://morvanzhou.github.io/tutorials/
My Youtube Channel: https://www.youtube.com/user/MorvanZhou
Dependencies:
tensorflow: 1.1.0
numpy
"""
import tensorflow as tf
import numpy as np
import tensorflow.compat.v1 as tf
tf.disable_v2_behavior()
tf.set_random_seed(1)
np.ran... | StarcoderdataPython |
36111 | <filename>instances/migrations/0001_initial.py
# Generated by Django 2.2.10 on 2020-01-28 07:01
from django.db import migrations, models
import django.db.models.deletion
class Migration(migrations.Migration):
initial = True
dependencies = [
('computes', '0001_initial'),
]
operations = [
... | StarcoderdataPython |
4829042 | <gh_stars>0
from paperplane.cli.parser import cli
from paperplane.parser.main import parse_and_execute # noqa: F401
def main():
"""Entry point for the application script"""
cli()
| StarcoderdataPython |
3228586 | import string
from collections import defaultdict
from collections.abc import Callable, Mapping
from functools import partial
from typing import Any, Iterable, Optional
import parse
from arti.fingerprints import Fingerprint
from arti.internal.utils import frozendict
from arti.partitions import CompositeKey, Composite... | StarcoderdataPython |
3297534 | from functools import reduce
from math import exp, log
from random import uniform
from datasetloader.Dataset import Dataset
def sigmoid(x: float) -> float:
return 1 / (1 + exp(-x))
class Neuron:
ins: [float]
weights: [float]
out: float
def __init__(self, nb_ins: int):
self.weights = [uniform(-2, 2) for _ i... | StarcoderdataPython |
1685202 | <filename>TagScriptEngine/interface/__init__.py
from .adapter import Adapter
from .block import Block, verb_required_block
__all__ = ("Adapter", "Block", "verb_required_block")
| StarcoderdataPython |
3252998 | <reponame>mhostetter/galois<filename>tests/fields/test_field_trace.py
"""
A pytest module to test the traces over finite fields.
Sage:
F = GF(2**5, repr="int")
y = []
for x in range(0, F.order()):
x = F.fetch_int(x)
y.append(x.trace())
print(y)
"""
import pytest
import numpy as np
impo... | StarcoderdataPython |
4821956 | <gh_stars>0
from hestia.service_interface import LazyServiceWrapper
from django.conf import settings
from conf.option_manager import option_manager
from conf.service import ConfService
def get_conf_backend():
return settings.CONF_BACKEND or 'conf.cluster_conf_service.ClusterConfService'
backend = LazyServiceW... | StarcoderdataPython |
4808528 | <reponame>gurupratap-matharu/Exercism
"""Script to find pairs of three numbers in an array whose sum is zero"""
import itertools
def find_three_sum_pairs(nums):
"""
Finds unique pairs of three numbers in the array whose sum is zero
"""
pairs = []
for t in itertools.combinations(nums, 3):
... | StarcoderdataPython |
3277991 | <gh_stars>1-10
from hypothesis.utils.conventions import not_set
def accept(f):
def tuples(*args):
return f(*args)
return tuples
| StarcoderdataPython |
3293233 | <reponame>iroan/Practicing-Federated-Learning
import torch
from torchvision import models
def get_model(name="vgg16", pretrained=True):
if name == "resnet18":
model = models.resnet18(pretrained=pretrained)
elif name == "resnet50":
model = models.resnet50(pretrained=pretrained)
elif name == "densenet121":
m... | StarcoderdataPython |
3230299 | import os
import csv
from shopify_csv import ShopifyRow
def get_template_rows():
with open(
os.path.join(
os.getcwd(), "shopify_csv", "tests", "fixtures", "product_template.csv"
),
"r",
) as file:
reader = csv.reader(file, delimiter=";")
return [row for row... | StarcoderdataPython |
1751756 | import datetime
import string
from django import forms
from django.contrib.auth import (
authenticate, get_user_model, password_validation,
)
from django.contrib.auth.forms import _unicode_ci_compare, SetPasswordForm
from django.contrib.auth.password_validation import validate_password
from django.contrib.auth.tok... | StarcoderdataPython |
176833 | <reponame>rajatrakesh/CDSW-Demos<filename>basketball-stats/analysis.py
from pyspark import SparkContext, SparkConf
from pyspark.sql import SQLContext
from pyspark.sql.types import *
conf = SparkConf().setAppName("basketball-analysis")
sc = SparkContext(conf=conf)
sqlContext = SQLContext(sc)
# #set up dataframes
dfP... | StarcoderdataPython |
1654437 | from django.urls import path
from . import views
urlpatterns = [
path('class/', views.ClassMessageAPIView.as_view())
# path('', views.ClassesAPIView.as_view()),
# path('shedule/', views.SheduleTimeAPIView.as_view()),
# path('invite/', views.inviteLinks),
# path('join/', views.join),
]
| StarcoderdataPython |
1620535 | #!/usr/bin/env python3
# -*- coding: utf-8 -*-
from hwt.code import Or, Switch
from hwt.interfaces.std import Handshaked
from hwt.interfaces.utils import addClkRstn, propagateClkRstn
from hwt.math import log2ceil
from hwt.serializer.mode import serializeParamsUniq
from hwt.synthesizer.hObjList import HObjList
from hwt... | StarcoderdataPython |
1647062 | <reponame>beny2000/TwitterScienceLiteracyProject<gh_stars>0
import csv
class Config:
def __init__(self, file):
'''
Init method for config class
:param file: config file name
'''
self.config_file = file
def __read(self):
'''
Creates csv reader for given co... | StarcoderdataPython |
3212409 | import numpy as np
from .utils import check_dimension, check_dtype, convert_dtype, clip_to_uint
def rgb_to_gray(image):
check_dimension(image,3)
shape=image.shape
image= image.astype(np.float64)
applied=np.apply_along_axis(lambda x: x[0] *0.299 + x[1]*0.587 + x[2]*0.114,2,image )
return clip... | StarcoderdataPython |
1709851 | #!/usr/bin/env python
# coding: utf-8
"""
Synthesizes the results of fits into a single file per harmonic.
"""
import re
import os
import math
import numpy as np
import cycle
import sys
if len(sys.argv)>1:
cycidf = sys.argv[1]
else:
cycidf = cycle.select() # cycle identifier
cycdir = cycle.directory(cycidf) ... | StarcoderdataPython |
1617252 | <reponame>RaphaelPrevost/Back2Shops<gh_stars>0
#!/usr/bin/env python
############################################################################
# <NAME>, LBNL <EMAIL>
############################################################################
"""
script that generates a proxy certificate
"""
import proxylib
imp... | StarcoderdataPython |
29030 | <gh_stars>0
from models.DecisionTree import DecisionTree
class Forest:
def __init__(self, hyper_parameters, training_set):
"""
Inicializa a floresta com suas árvores.
:param hyper_parameters: dictionary/hash contendo os hiper parâmetros
:param training_set: dataset de treinamento
... | StarcoderdataPython |
3332945 | import json
from redshift_connection import RedshiftConnection
def response_formatter(status_code='400', body={'message': 'error'}):
api_response = {
'statusCode': status_code,
'headers': {
'Access-Control-Allow-Origin' : '*',
'Access-Control-Allow-Credentials' : True
... | StarcoderdataPython |
4809704 | <gh_stars>0
#!usr/bin/python
# # -*- coding:utf8 -*-
class Base:
pass
class Child(Base):
pass
# 等价定义， 注意Base后面要加上逗号否则就不是tuple了
SameChild = type('Child', (Base,), {})
# 加上方法
class ChildWithMethod(Base):
bar = True
def hello(self):
print('hello')
def hello(self):
print('hello')
# 等价定义
C... | StarcoderdataPython |
3261875 | """ Copyright 2012, 2013 UW Information Technology, University of Washington
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 r... | StarcoderdataPython |
93914 | <reponame>pangolp/pyarweb
# -*- coding: utf-8 -*-
from __future__ import unicode_literals
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('events', '0002_auto_20170325_2011'),
]
operations = [
migrations.AddField(
model_name=... | StarcoderdataPython |
3365948 | #!/usr/bin/env python3
############################################################################################
# #
# Program purpose: Checks whether a number is in a given range. #
# Program ... | StarcoderdataPython |
3229758 | <gh_stars>0
import os
import inject
import pytest
from hg.core.system import SystemRegistry
from hg.core.world import World
from hg.game.components.position_component import PositionComponent
from hg.game.components.sprite_component import SpriteComponent
from hg.gfx.sprite_renderer.renderer import SpriteRenderer
fr... | StarcoderdataPython |
1679145 | import os
import yaml
import pkg_resources
class _ConfigurationItem(object):
def __init__(self, val):
self._val = val
def __getitem__(self, key):
val = self._val[key]
if isinstance(val, dict):
return _ConfigurationItem(val)
else:
return val
def __setitem__(self, key, value):
self._val[key] = valu... | StarcoderdataPython |
1770927 | <gh_stars>0
from flask import request, render_template, redirect
import pyshorteners
from app import app
# from app.controllers import
# from db_config import get_collection
URL = "http://localhost:5000/"
@app.route("/", methods=["GET", "POST"])
def home():
if request.method == "GET":
return render_template('... | StarcoderdataPython |
1602006 | from typing import Optional, Tuple
import pandas as pd
from scipy.spatial.distance import cdist
def get_closest_node_id(
coordinates: pd.DataFrame,
x: float,
y: float,
distance="euclidean",
x_col: str = "x",
y_col: str = "y",
id_col: Optional[str] = None,
) -> int:
cols = [x_col, y_co... | StarcoderdataPython |
23972 | <reponame>jdelrue/digital_me
from jumpscale import j
JSBASE = j.application.jsbase_get_class()
class GedisProcessManager(JSBASE):
pass
| StarcoderdataPython |
1676042 | <reponame>howawong/openwancha
# Generated by Django 3.1 on 2020-10-13 11:11
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('sample', '0002_districtminorwork'),
]
operations = [
migrations.AlterField(
model_name='districtmino... | StarcoderdataPython |
4829639 | ''' puttin' books on shelves '''
import re
from django.db import models
from bookwyrm import activitypub
from .base_model import BookWyrmModel
from .base_model import OrderedCollectionMixin, PrivacyLevels
from . import fields
class Shelf(OrderedCollectionMixin, BookWyrmModel):
''' a list of books owned by a user... | StarcoderdataPython |
169757 | <gh_stars>1-10
#!/usr/bin/env python3
"""exfi.io.gff3_to_bed.py: exfi submodule to convert a gff3 to bed3 where
coordinates are with respect to the transcriptome"""
import logging
import pandas as pd
from exfi.io.bed import BED3_COLS, BED3_DTYPES
GFF3_COLS = [
"seqid", "source", "type", "start", "end", "score"... | StarcoderdataPython |
1779587 | <reponame>jmalinao19/Data-Engineer-NanoDegree
from create_AWS_cluster import parse_configFile,
from cluster_status import get_cluster_status
def delete_cluster(redshift, DWH_CLUSTER_IDENTIFIER):
"""
Request a deletion for Redshift cluster
@type redshift --
@param redshift -- Redshift resource client
... | StarcoderdataPython |
1671049 | <reponame>almarklein/visvis2<gh_stars>1-10
"""
Example that implements a simple custom object and renders it.
This example draws a triangle at the appropriate position; the object's
transform and camera are taken into account. It also uses the material
to set the color. But no geometry is used.
It demonstrates:
* How... | StarcoderdataPython |
1782900 | import base64
import json
import io
import time
import picamera
import cv2
import numpy
import requests
n=0
while n<10:
stream = io.BytesIO()
with picamera.PiCamera() as camera:
camera.resolution = (320, 240)
camera.capture(stream, format='jpeg')
buff = numpy.fromstring(stream.getvalue(), dtype=numpy.uint8)... | StarcoderdataPython |
159985 | import torch, pytz
import torch.nn as nn
from torch.utils.data import Dataset, DataLoader
import numpy as np
import pandas as pd
import os, csv
# For plotting
import matplotlib.pyplot as plt
from matplotlib.pyplot import figure
import streamlit as st
from PIL import Image
import Reconstruction_DNN, Recon... | StarcoderdataPython |
1697063 | <reponame>Ting-Jiang/bioinformaticLearning<filename>learning/rLearn.py
#! /usr/bin/python
# Project :
# Author: <NAME>
# Email:
print("Hello World! I would like to learn Programming from scratch")
# Flow Control
temp=False
if not temp:
print("tempt variable is False")
for i in range(10):
print(i)
| StarcoderdataPython |
172526 | <gh_stars>1-10
from django.db import models
from django_countries.fields import CountryField
from django.core.validators import MaxValueValidator, MinValueValidator
class Client(models.Model):
name = models.CharField(max_length=128)
email = models.EmailField()
phone = models.CharField(max_length=15)
b... | StarcoderdataPython |
1755721 | '''
Created by auto_sdk on 2015.09.07
'''
from aliyun.api.base import RestApi
class Mts20140618SubmitJobsRequest(RestApi):
def __init__(self,domain='mts.aliyuncs.com',port=80):
RestApi.__init__(self,domain, port)
self.Input = None
self.OutputBucket = None
self.OutputLocation = None
self.Outputs = N... | StarcoderdataPython |
129150 | #!/usr/bin/env python3
"""Solve subset sum problem."""
import argparse
import sys
import os
import platform
from collections import defaultdict
from collections import Counter
from datetime import datetime as dt
from math import log
import ctypes
__author__ = "<NAME>"
__email__ = "<EMAIL>"
__version__ = 0.1
# within ... | StarcoderdataPython |
1719078 | <reponame>alexandru-m-g/hdx-ckan
import requests
import logging
import beaker.cache as bcache
import pylons.config as config
from datetime import datetime, timedelta
from collections import OrderedDict
import ckanext.hdx_theme.util.jql_queries as jql_queries
bcache.cache_regions.update({
'hdx_jql_cache': {
... | StarcoderdataPython |
3298741 | <filename>views.py
from django.shortcuts import render
from django.views.decorators.csrf import csrf_protect, csrf_exempt
# from django.template.context_processors import csrf
from hashlib import sha512
import hashlib
# Create your views here.
def index(request):
MERCHANT_KEY = "33y8dMBB"
SALT = "HI... | StarcoderdataPython |
1701682 | '''Faça um programa que, dado um conjunto de N números, determine o menor valor, o maior valor e a soma dos valores.'''
conjunto = int(input('Quantos Números terá seu conjunto? '))
menor_valor = maior_valor = soma = 0
for cont in range (1, conjunto+1):
num = float(input(f'{cont}º número: '))
soma += num
i... | StarcoderdataPython |
1625943 | """Loads CartPole-v1 demonstrations and trains BC, GAIL, and AIRL models on that data.
"""
import pathlib
import pickle
import tempfile
import gym
import stable_baselines3 as sb3
from stable_baselines3.common import base_class
from stable_baselines3.common.torch_layers import (
BaseFeaturesExtractor,
# Combin... | StarcoderdataPython |
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