content stringlengths 27 928k | path stringlengths 4 230 | size int64 27 928k | nl_text stringlengths 21 396k | nl_size int64 21 396k | nl_language stringlengths 2 3 | nl_language_score float64 0.04 1 |
|---|---|---|---|---|---|---|
##
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed u... | python/pycylon/pycylon/common/__init__.py | 557 | Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distrib... | 517 | en | 0.872906 |
"""Support for interface with an Samsung TV."""
import asyncio
from datetime import timedelta
import logging
import socket
import voluptuous as vol
from homeassistant.components.media_player import (
MediaPlayerDevice, PLATFORM_SCHEMA)
from homeassistant.components.media_player.const import (
MEDIA_TYPE_CHANN... | homeassistant/components/samsungtv/media_player.py | 9,626 | Representation of a Samsung TV.
Initialize the Samsung device.
Create or return a remote control instance.
Boolean if volume is currently muted.
Send next track command.
Send media pause command to media player.
Send play command.
Simulate play pause media player.
Send the previous track command.
Send mute command.
Ret... | 1,414 | en | 0.871632 |
#!/usr/bin/env python
"""Django's command-line utility for administrative tasks."""
import os
import sys
def main():
os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'everpro.settings')
try:
from django.core.management import execute_from_command_line
except ImportError as exc:
raise Import... | backend/everpro/manage.py | 627 | Django's command-line utility for administrative tasks.
!/usr/bin/env python | 77 | en | 0.656913 |
# Copyright 2016 Google Inc. 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 the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or a... | templates/container_vm.py | 2,909 | Generate configuration.
Creates a Container VM with the provided Container manifest.
Copyright 2016 Google Inc. 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 the License at http://www.a... | 722 | en | 0.849014 |
"""Data handling by server or instance."""
import json
import urllib3
class DataHandler(object):
"""Handle data."""
def __init__(self, server_port=None):
"""Initialize.
:param server_port: Int. local port.
"""
self.server_port = server_port
self.logged_requests = {}
... | monitor_requests/data.py | 3,207 | Handle data.
Initialize.
:param server_port: Int. local port.
Delete data from server if applicable.
Log request, store traceback/response data and update counts.
Retrieve data from server or instance.
Data handling by server or instance. | 239 | en | 0.700405 |
from django.db import models
from django.contrib.auth.models import (
BaseUserManager, AbstractBaseUser, Group
)
from phonenumber_field.modelfields import PhoneNumberField
# For the signal
from django.dispatch import receiver
from django.urls import reverse
from django.core.mail import send_mail
from dja... | dentalapp-backend/dentalapp/userauth/models.py | 3,401 | Does the user have permissions to view the app `app_label`?
Does the user have a specific permission?
For the signal title: message: from: to: Simplest possible answer: Yes, always Simplest possible answer: Yes, always | 220 | en | 0.949819 |
# Copyright 2015 Google Inc. 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 the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or a... | tensorflow/python/kernel_tests/matmul_op_test.py | 8,392 | Tests for tensorflow.ops.math_ops.matmul.
Copyright 2015 Google Inc. 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 the License at http://www.apache.org/licenses/LICENSE-2.0 Unless requi... | 1,032 | en | 0.820769 |
#!/usr/bin/env python
# Copyright 2016 Vijayaditya Peddinti.
# 2016 Vimal Manohar
# Apache 2.0.
""" This script is similar to steps/nnet3/train_dnn.py but trains a
raw neural network instead of an acoustic model.
"""
from __future__ import print_function
from __future__ import division
import argpars... | egs/wsj/s5/steps/nnet3/train_raw_dnn.py | 23,833 | Get args from stdin.
The common options are defined in the object
libs.nnet3.train.common.CommonParser.parser.
See steps/libs/nnet3/train/common.py
Process the options got from get_args()
The main function for training.
Args:
args: a Namespace object with the required parameters
obtained from the fun... | 1,900 | en | 0.770116 |
#!/usr/bin/env python
# Script for grading performance.
# Performance is graded by comparing the student's best wall-clock time
# (not speedup) after running the code in 64, 128, and 240 thread
# configurations for bfs, kbfs, pagerank, and graph decomp against the
# reference solution.
import re
import subprocess
imp... | jobs/grade_performance.py | 1,864 | !/usr/bin/env python Script for grading performance. Performance is graded by comparing the student's best wall-clock time (not speedup) after running the code in 64, 128, and 240 thread configurations for bfs, kbfs, pagerank, and graph decomp against the reference solution. runGraph returns the student's score and tot... | 462 | en | 0.874077 |
"""
Test module for Strava API reader base module
"""
import os
import json
import pytest
from pandas import DataFrame, Timedelta, Timestamp
from runpandas import read_strava
from runpandas import types
from stravalib.protocol import ApiV3
from stravalib.client import Client
from stravalib.model import Stream
pytestm... | runpandas/tests/test_strava_parser.py | 7,371 | @TODO: I needed to mock the behavior the `stravalib.client.get_activity_streams`,
it isn't the best alternative for mock the request from strava by passing a json file.
Test module for Strava API reader base module
we don't use access token here, since we will mock the stravalib json response we don't use access toke... | 532 | en | 0.836659 |
from flask import g
from app.comm.CompositeOperate import CompositeOperate
from app.comm.SqlExecute import SqlExecute
from app.module_config import table_module_map
class CommentController(CompositeOperate):
def __init__(self, module):
super(CommentController, self).__init__(module)
def after_deal_get... | blog_server/app/api/general/CommentController.py | 1,600 | ่ทๅ็จๆท็น่ต่ฎฐๅฝ ็น่ต่ฎฐๅฝ ๆๆ่ฏ่ฎบๆ น่็น,ๆทปๅ ็จๆทๆฏๅฆ็น่ตๆ ๅฟ new_comments = [comment for comment in comments if not comment['bc_commentupid']] ่ทๅๆฏไธช่ฏ่ฎบ็ๅๅค | 124 | zh | 0.560331 |
#!/usr/bin/env python3
# Copyright (c) 2014-2016 The Bitcoin Core developers
# Distributed under the MIT software license, see the accompanying
# file COPYING or http://www.opensource.org/licenses/mit-license.php.
"""Test RPCs related to blockchainstate.
Test the following RPCs:
- getblockchaininfo
- gettxouts... | test/functional/rpc_blockchain.py | 12,336 | Test RPCs related to blockchainstate.
Test the following RPCs:
- getblockchaininfo
- gettxoutsetinfo
- getdifficulty
- getbestblockhash
- getblockhash
- getblockheader
- getchaintxstats
- getnetworkhashps
- verifychain
Tests correspond to code in rpc/blockchain.cpp.
!/usr/bin/env ... | 1,718 | en | 0.759356 |
# Copyright The PyTorch Lightning team.
#
# 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 i... | tests/utilities/test_deepspeed_collate_checkpoint.py | 2,267 | Test to ensure that with DeepSpeed Stage 3 we can collate the sharded checkpoints into a single file.
Copyright The PyTorch Lightning team. 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:... | 759 | en | 0.889291 |
"""meiduo URL Configuration
The `urlpatterns` list routes URLs to views. For more information please see:
https://docs.djangoproject.com/en/2.2/topics/http/urls/
Examples:
Function views
1. Add an import: from my_app import views
2. Add a URL to urlpatterns: path('', views.home, name='home')
Class-based ... | meiduo/meiduo/apps/users/urls.py | 1,779 | meiduo URL Configuration
The `urlpatterns` list routes URLs to views. For more information please see:
https://docs.djangoproject.com/en/2.2/topics/http/urls/
Examples:
Function views
1. Add an import: from my_app import views
2. Add a URL to urlpatterns: path('', views.home, name='home')
Class-based vie... | 622 | en | 0.608713 |
import pygame
# TODO: make these configurable
c_UP = pygame.K_UP
c_DOWN = pygame.K_DOWN
c_LEFT = pygame.K_LEFT
c_RIGHT = pygame.K_RIGHT
c_PREV = pygame.K_LEFTBRACKET
c_NEXT = pygame.K_RIGHTBRACKET
c_START = pygame.K_RETURN
c_1 = pygame.K_1
c_2 = pygame.K_2
c_3 = pygame.K_3
c_4 = pygame.K_4
c_5 = pygame.K_5
c_6 = py... | ceControl.py | 664 | TODO: make these configurable | 29 | en | 0.38381 |
import argparse
import cv2
import numpy as np
from onnxruntime.quantization import quantize_static, CalibrationDataReader, QuantType
from onnxruntime.quantization.calibrate import CalibrationMethod
from onnxruntime.quantization.quant_utils import QuantFormat
from dataset import pre_process_vgg
def parse_args():
... | closed/FuriosaAI/code/quantization/mlperf_evaluation/python/ort_quantization.py | 2,771 | https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/python/tools/quantization/notebooks/imagenet_v2/mobilenet.ipynb image_filepath = images_folder + '/' + image_name | 178 | en | 0.615625 |
# -*- coding: utf-8 -*-
import logging
from dbaas_dbmonitor.provider import DBMonitorProvider
from workflow.steps.util.base import BaseInstanceStep
LOG = logging.getLogger(__name__)
class DBMonitorStep(BaseInstanceStep):
def __init__(self, instance):
super(DBMonitorStep, self).__init__(instance)
... | dbaas/workflow/steps/util/db_monitor.py | 3,916 | -*- coding: utf-8 -*- | 21 | en | 0.767281 |
import os
from dataclasses import dataclass, field
from enum import Enum
from typing import Any, Optional
from yarl import URL
@dataclass(frozen=True)
class ServerConfig:
host: str = "0.0.0.0"
port: int = 8080
name: str = "Docker Registry"
@dataclass(frozen=True)
class AuthConfig:
server_endpoint_u... | platform_registry_api/config.py | 6,717 | TODO: should be derived from the WWW-Authenticate header instead https://github.com/docker/distribution/blob/dcfe05ce6cff995f419f8df37b59987257ffb8c1/registry/handlers/catalog.goL16 | 181 | en | 0.57769 |
# Copyright 1997 - 2018 by IXIA Keysight
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"),
# to deal in the Software without restriction, including without limitation
# the rights to use, copy, modify, merge, p... | RestPy/ixnetwork_restpy/testplatform/sessions/ixnetwork/vport/protocols/openflow/writeactionsmisslearnedinfo.py | 4,134 | The WriteActionsMissLearnedInfo class encapsulates a system managed writeActionsMissLearnedInfo node in the ixnetwork hierarchy.
An instance of the class can be obtained by accessing the WriteActionsMissLearnedInfo property from a parent instance.
The internal properties list will be empty when the property is accesse... | 2,922 | en | 0.809345 |
# -*- coding: utf-8 -*-
''' Globals variables '''
# ##################################################################################
# MG ILLUMINATION #
# First Crazy Debroussailleur : jDepoortere #
# Author : cPO... | __InK__connect.py | 2,488 | -*- coding: utf-8 -*- MG ILLUMINATION First Crazy Debroussailleur : jDepoortere Author : cPOTTIER Date : 12-05-2016 ... | 505 | en | 0.210847 |
import re
import discord
from discord.ext import commands
from discord.ext.commands import clean_content
from Util import Configuration, GearbotLogging, Permissioncheckers, Translator, Utils
INVITE_MATCHER = re.compile(r"(?:https?:\/\/)?(?:www\.)?(?:discord\.(?:gg|io|me|li)|discordapp\.com\/invite)\/([\w|\d|-]+)", f... | GearBot/Cogs/Censor.py | 2,144 | we failed? guess we lost the race | 33 | en | 0.961133 |
#!/usr/bin/env python
"""
python list_bundles.py prod b6dc9b93-929a-45d0-beb2-5cf8e64872fe
python list_bundles.py staging 3b41f062-621c-46ca-abad-bce09427934d
"""
import argparse
import json
import logging
import sys
from ingest.api.ingestapi import IngestApi
logging.getLogger('ingest').setLevel(logging.DEBUG)
form... | list_bundles.py | 1,889 | python list_bundles.py prod b6dc9b93-929a-45d0-beb2-5cf8e64872fe
python list_bundles.py staging 3b41f062-621c-46ca-abad-bce09427934d
!/usr/bin/env python | 154 | en | 0.122515 |
# -*- coding: utf-8 -*-
"""
Code to take template spectra, used for RV fitting, and pass them through 4FS to resample them to 4MOST's resolution.
It then further resamples each arm onto a fixed logarithmic stride.
"""
import argparse
import hashlib
import logging
import numpy as np
import os
from os import path as os... | src/pythonModules/fourgp_rv/fourgp_rv/templates_resample.py | 10,666 | A simple command-line interface for running a tool to resample a library of template spectra onto fixed
logarithmic rasters representing each of the 4MOST arms.
We use the python argparse module to build the interface, and return the inputs supplied by the user.
:param root_path:
The root path of this 4GP install... | 3,217 | en | 0.807205 |
#!/usr/bin/env python
import sys
import os
sys.path.append(os.path.normpath(os.path.join(os.path.dirname(__file__), '../lib')))
import init
import config
import misc
from kzcashd import KZCashDaemon
from models import Superblock, Proposal, GovernanceObject, Watchdog
from models import VoteSignals, VoteOutcomes, Transie... | bin/sentinel.py | 8,161 | !/usr/bin/env python sync kzcashd gobject list with our local relational DB backend delete old watchdog objects, create new when necessary delete expired watchdogs now, get all the active ones... none exist, submit a new one to the network create/submit one highest hash wins if remaining Watchdogs exist in the list, vo... | 1,902 | en | 0.836922 |
"""
"""
import numpy as np
from ..stellar_ages import _get_lg_age_bin_edges, _get_lgt_birth, T_BIRTH_MIN
from ..stellar_ages import _get_sfh_tables, _get_age_weights_from_tables
from ..sfh_model import DEFAULT_MAH_PARAMS, DEFAULT_MS_PARAMS, DEFAULT_Q_PARAMS
from ..utils import _jax_get_dt_array
FSPS_LG_AGES = np.aran... | dsps/tests/test_stellar_ages.py | 3,374 | log10 ages in years Msun/Gyr Analytically calculate age distributions for constant SFR (independent of t_obs) Calculate age distributions with DSPS Analytically calculate age distributions for SFR(t) = t Calculate age distributions with DSPS | 241 | en | 0.848496 |
# -*- coding: utf-8 -*-
"""
Created on Sun Mar 09 21:40:30 2014
@author: yyu
"""
import JBCWebAutomation as jbc
today=jbc.GetToday()
# to override the date: today='140305' in 'yymmdd' format
###################################################################
print 'Start job for date ' + today +'...'
jb... | JBCMain-Chinese.py | 636 | -*- coding: utf-8 -*- to override the date: today='140305' in 'yymmdd' format 0 for English | 91 | en | 0.734573 |
import numpy as np
from skmultiflow.drift_detection.base_drift_detector import BaseDriftDetector
class ADWIN(BaseDriftDetector):
""" Adaptive Windowing method for concept drift detection.
Parameters
----------
delta : float (default=0.002)
The delta parameter for the ADWIN algorithm.
No... | src/skmultiflow/drift_detection/adwin.py | 16,563 | Adaptive Windowing method for concept drift detection.
Parameters
----------
delta : float (default=0.002)
The delta parameter for the ADWIN algorithm.
Notes
-----
ADWIN [1]_ (ADaptive WINdowing) is an adaptive sliding window algorithm
for detecting change, and keeping updated statistics about a data stream.
ADWI... | 4,195 | en | 0.817724 |
from django.contrib import admin
from django.db import transaction
from zinc.models import Policy, PolicyMember
class PolicyMemberInline(admin.TabularInline):
readonly_fields = ('ip_enabled',)
model = PolicyMember
extra = 1
verbose_name = 'member'
verbose_name_plural = 'members'
def ip_enabl... | zinc/admin/policy.py | 2,411 | get_queryset prefetches related policy members so iterating over objects is ok because we are iterating over already fetched data | 129 | en | 0.893911 |
from django.shortcuts import render
from django.http import HttpResponse
from rango.models import Category
def index(request):
category_list = Category.objects.order_by('-likes')[:5]
context_dict = {}
context_dict['boldmessage'] = 'Crunchy, creamy, cookie, candy, cupcake!'
context_dict['categories'] =... | main/files/rango/views.py | 1,100 | Render the response and send it back! | 37 | en | 0.912621 |
import numpy as np
from math import cos, sin, atan2
from errors_exceptions import OpenRAVEException
from openravepy import quatFromAxisAngle, matrixFromPose, poseFromMatrix, \
axisAngleFromRotationMatrix, KinBody, GeometryType, RaveCreateRobot, \
RaveCreateKinBody, TriMesh, Environment, DOFAffine, IkParameterization, I... | opentamp/src/core/util_classes/no_openrave_body.py | 21,682 | Set active dof index to the one we are interested
This function is implemented to simplify jacobian calculation in the CollisionPredicate
inds: Optional list of index specifying dof index we are interested in
dof_value_map: A dict that maps robot attribute name to a list of corresponding values
make sure only sets do... | 797 | en | 0.621923 |
# coding: utf-8
"""
Account API
The <b>Account API</b> gives sellers the ability to configure their eBay seller accounts, including the seller's policies (the Fulfillment Policy, Payment Policy, and Return Policy), opt in and out of eBay seller programs, configure sales tax tables, and get account information... | src/ebay_rest/api/sell_account/models/rate_table_response.py | 3,812 | NOTE: This class is auto generated by the swagger code generator program.
Do not edit the class manually.
Returns true if both objects are equal
RateTableResponse - a model defined in Swagger
Returns true if both objects are not equal
For `print` and `pprint`
Gets the rate_tables of this RateTableResponse. # noqa: E5... | 1,486 | en | 0.66982 |
import numpy as np
import sys, os, re, gzip, struct
import random
import h5py
import copy
from keras import backend as K
from keras.utils import Sequence
import keras.utils
import tensorflow as tf
import multi_utils
import mat_utils
class NbestFixedDataGenerator(Sequence):
def __init__(self, file, key_file, batch... | nbest_multi_fixed_generator.py | 7,333 | [input_sequences, label_sequences, inputs_lengths, labels_length] label is a list of string starting from 0 w/o padding for convenience splitting labels (blocks, frames, feats) expand dimensions along with batch dim. (nbest, blocks, time, feats) transpose batch and block axes for outer loop in training transpose batch ... | 474 | en | 0.857291 |
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import os
import glob
import re
import sys
import urllib
import tarfile
import zipfile
import os.path as osp
from scipy.io import loadmat
import numpy as np
import h5py
from torchreid.utils.iotools import mkdi... | torchreid/datasets/dukemtmcvidreid.py | 6,052 | DukeMTMCVidReID
Reference:
Wu et al. Exploit the Unknown Gradually: One-Shot Video-Based Person
Re-Identification by Stepwise Learning. CVPR 2018.
URL: https://github.com/Yu-Wu/DukeMTMC-VideoReID
Dataset statistics:
# identities: 702 (train) + 702 (test)
# tracklets: 2196 (train) + 2636 (test)
Check if all files are... | 500 | en | 0.699843 |
# Copyright (c) 2019 Eric Steinberger
import numpy as np
from PokerRL.rl.base_cls.workers.WorkerBase import WorkerBase
class EvaluatorMasterBase(WorkerBase):
"""
Baseclass to all Evaluators. An Evaluator is an algorithm to evaluate an agent's performance in a certain metric.
"""
def __init__(self,... | PokerRL/eval/_/EvaluatorMasterBase.py | 7,634 | Baseclass to all Evaluators. An Evaluator is an algorithm to evaluate an agent's performance in a certain metric.
Args:
t_prof (TrainingProfile)
chief_handle (class instance or ray ActorHandle)
evaluator_name (str): Name of the evaluator
Registers a new experiment either for each player and t... | 1,285 | en | 0.863197 |
# setup.py file
from setuptools import find_packages, setup
with open("README.md", "r") as fh:
long_description = fh.read()
setup(
name="my-lambdata-dspt5", # the name that you will install via pip
version="1.0",
author="Devvin Kraatz",
author_email="devvnet97@gmai.com ",
description="Made... | module2-oop-code-style-and-reviews/lambdata_dspt5/setup.py | 709 | setup.py file the name that you will install via pip required if using a md file for long desc license="MIT", keywords="", ["my_lambdata"] | 138 | en | 0.628739 |
#! /usr/local/bin/python
# pylint: disable=invalid-name
# pylint: disable=missing-docstring
with open("table.txt", "r") as f:
print "projections = ("
lines = f.readlines()
units_list = []
for line in lines:
lineparts = line.rstrip().split("|")
epsg = lineparts[0]
wkt = linepart... | projection-scraping/parseSRS.py | 1,592 | ! /usr/local/bin/python pylint: disable=invalid-name pylint: disable=missing-docstring | 86 | en | 0.48927 |
# -*- coding: utf-8 -*-
# PLEASE DO NOT EDIT THIS FILE, IT IS GENERATED AND WILL BE OVERWRITTEN:
# https://github.com/ccxt/ccxt/blob/master/CONTRIBUTING.md#how-to-contribute-code
from ccxt.base.exchange import Exchange
# -----------------------------------------------------------------------------
try:
basestri... | python/ccxt/coingi.py | 12,014 | -*- coding: utf-8 -*- PLEASE DO NOT EDIT THIS FILE, IT IS GENERATED AND WILL BE OVERWRITTEN: https://github.com/ccxt/ccxt/blob/master/CONTRIBUTING.mdhow-to-contribute-code ----------------------------------------------------------------------------- Python 3 Python 2 Panama, Bulgaria, China, US maximum number of depth ... | 417 | en | 0.59014 |
# -*- coding: utf-8 -*-
import json
import copy
import types
import inspect
import re
import traceback
import datetime
import markdown2
import semver
import functools
import platform
###############################################################################
######################################################... | Lib/typeworld/api/__init__.py | 128,690 | This is the response expected to be returned when the API is invoked using the
`?commands=endpoint` parameter.
This response contains some mandatory information about the API endpoint such as its
name and admin email, the copyright license under which the API endpoint issues its
data, and whether or not this endpoint ... | 11,648 | en | 0.72831 |
import json
import datetime
import traceback
import re
from base64 import b64encode
from ast import literal_eval
from flask import Blueprint, render_template, render_template_string, make_response, url_for, current_app, request, redirect, jsonify, abort, flash, session
from flask_login import login_required, current_us... | powerdnsadmin/routes/admin.py | 82,532 | get the deletions and status changes deletion get the additions already checked for status change get the unchanged out_changes is a list of HistoryRecordEntry objects in which we will append the new changes a HistoryRecordEntry represents a pair of add_rrest and del_rrest not a record entry this is a new record (add_... | 3,425 | en | 0.815857 |
import torch
import numpy as np
from torch import nn
import torch.nn.functional as F
class Actor(nn.Module):
"""For advanced usage (how to customize the network), please refer to
:ref:`build_the_network`.
"""
def __init__(self, preprocess_net, action_shape, hidden_layer_size=128):
super().__i... | tianshou/utils/net/discrete.py | 2,575 | For advanced usage (how to customize the network), please refer to
:ref:`build_the_network`.
For advanced usage (how to customize the network), please refer to
:ref:`build_the_network`.
For advanced usage (how to customize the network), please refer to
:ref:`build_the_network`.
s -> Q(s, \*)
s -> V(s)
x -> Q(x, \*) | 316 | en | 0.882755 |
"""Fixer that changes raw_input(...) into input(...)."""
# Author: Andre Roberge
# Local imports
from .. import fixer_base
from ..fixer_util import Name
class FixRawInput(fixer_base.BaseFix):
BM_compatible = True
PATTERN = """
power< name='raw_input' trailer< '(' [any] ')' > any* >
... | utils/py27/Lib/lib2to3/fixes/fix_raw_input.py | 472 | Fixer that changes raw_input(...) into input(...).
Author: Andre Roberge Local imports | 88 | en | 0.435662 |
"""
This module is the commandline interface of bowl.
Created on 14 March 2014
@author: Charlie Lewis
"""
import argparse
from bowl.cli_opts import add
from bowl.cli_opts import connect
from bowl.cli_opts import delete
from bowl.cli_opts import disconnect
from bowl.cli_opts import grant
from bowl.cli_opts import host... | bowl/cli.py | 25,765 | This class is responsible for all commandline operations.
This module is the commandline interface of bowl.
Created on 14 March 2014
@author: Charlie Lewis
add !! TODO use default, and restructure if/else in add connect delete disconnect grant hosts images import use non-standard naming scheme to not conflict with p... | 552 | en | 0.681088 |
from flask import render_template, Blueprint, request, current_app
from flask_sqlalchemy import SQLAlchemy
# from QA_api import get_traintest_images
import QA_api
from QA_config import config
from QA_db import Image, Project, Job, Roi, get_latest_modelid, get_imagetable
html = Blueprint("html", __name__, static_folde... | QA_html.py | 7,023 | from QA_api import get_traintest_images Get the image list for the project Get the image list for the project --- should not need this function Get the image list for the project Method 1 image = Image.query.filter_by(projId=project.id, name=image_name).first() image.nROIs = Roi.query.filter_by(imageId=image.id).count(... | 608 | en | 0.560787 |
# -*- coding: utf-8 -*-
from django.core.cache import get_cache
from django.utils.functional import cached_property
from jinja2 import BytecodeCache as _BytecodeCache
class BytecodeCache(_BytecodeCache):
"""
A bytecode cache for Jinja2 that uses Django's caching framework.
"""
def __init__(self, cac... | django_jinja/cache.py | 791 | A bytecode cache for Jinja2 that uses Django's caching framework.
-*- coding: utf-8 -*- | 89 | en | 0.618019 |
from django.contrib import admin
from .transitions import TransactionLog, TransitionLog, EvaluationLog
# Register your models here.
admin.site.register(TransactionLog)
admin.site.register(TransitionLog)
admin.site.register(EvaluationLog) | tira-application/src/tira/admin.py | 239 | Register your models here. | 26 | en | 0.957485 |
from unittest import TestCase
from pyVHDLParser.Blocks.List import PortList
from pyVHDLParser.Blocks.List.PortList import PortListInterfaceSignalBlock
from pyVHDLParser.Token import WordToken, StartOfDocumentToken, SpaceToken, CharacterToken, EndOfDocumentToken
from... | tests/unit/SimpleBlockSequences/PortList.py | 4,296 | entity e is port ( port1 : bit ); end; entity e is port ( port1 : bit ; port2 : boolean ); end; | 95 | en | 0.585833 |
# Future
from __future__ import division, print_function, unicode_literals
# Standard Library
import time
# Third Party
import pytest
import ratelimit
# DocumentCloud
from documentcloud.constants import RATE_LIMIT
from documentcloud.exceptions import APIError, CredentialsFailedError
# pylint: disable=protected-acce... | tests/test_client.py | 3,349 | Test getting access and refresh tokens using valid credentials
Test getting access and refresh tokens using invalid credentials
Test refreshing the tokens
Test setting the tokens using credentials
Test setting the tokens with no credentials
Test setting the tokens using refresh token
Future Standard Library Third Par... | 683 | en | 0.731561 |
# -*- coding: utf-8 -*-
"""
Esendex sms gateway backend. (http://www.esendex.es/)
Configuration example.
~~~~~~~~~~~~~~~~~~~~~~
Modify your settings.py::
ESENDEX_USERNAME = 'yourusername'
ESENDEX_PASSWORD = 'mysecretpassword'
ESENDEX_ACCOUNT = 'account-key-provided-by-esendex'
ESENDEX_SANDBOX = F... | sendsms/backends/esendex.py | 3,824 | SMS Backend for esendex.es provider.
The methods "get_xxxxxx" serve to facilitate the inheritance. Thus if a private
project in the access data are dynamic, and are stored in the database. A child
class overrides the method "get_xxxx" to return data stored in the database.
Parse http raw respone into python
dictionary... | 1,266 | en | 0.56139 |
import torch
class FGM():
def __init__(self, model):
self.model = model
self.backup = {}
def attack(self, epsilon=1e-6, emb_name='embed'):
# emb_name่ฟไธชๅๆฐ่ฆๆขๆไฝ ๆจกๅไธญembedding็ๅๆฐๅ
for name, param in self.model.named_parameters():
if param.requires_grad and emb_name in nam... | modules.py | 2,716 | emb_name่ฟไธชๅๆฐ่ฆๆขๆไฝ ๆจกๅไธญembedding็ๅๆฐๅ emb_name่ฟไธชๅๆฐ่ฆๆขๆไฝ ๆจกๅไธญembedding็ๅๆฐๅ emb_name่ฟไธชๅๆฐ่ฆๆขๆไฝ ๆจกๅไธญembedding็ๅๆฐๅ print (name) emb_name่ฟไธชๅๆฐ่ฆๆขๆไฝ ๆจกๅไธญembedding็ๅๆฐๅ | 144 | zh | 0.749797 |
import unittest
import numpy as np
import numpy.testing as npt
import wisdem.drivetrainse.gearbox as gb
class TestGearbox(unittest.TestCase):
def setUp(self):
self.inputs = {}
self.outputs = {}
self.discrete_inputs = {}
self.discrete_outputs = {}
# 5MW inputs
self... | WISDEM/wisdem/test/test_drivetrainse/test_gearbox.py | 8,440 | 5MW inputs self.assertEqual(self.outputs['gearbox_mass'], 0.0) self.assertEqual(self.outputs['gearbox_mass'], 0.0) self.assertEqual(self.outputs['gearbox_mass'], 0.0) self.assertEqual(self.outputs['gearbox_mass'], 0.0) self.assertEqual(self.outputs['gearbox_mass'], 0.0) self.assertEqual(self.outputs['gearbox_mass'], 0.... | 374 | en | 0.202779 |
# client-pypeln-pl.task.py
from aiohttp import ClientSession, TCPConnector
import asyncio
import sys
import pypeln as pl
limit = 1000
urls = ("http://localhost:8080/{}".format(i) for i in range(int(sys.argv[1])))
async def fetch(url, session):
async with session.get(url) as response:
return await respo... | benchmarks/100_million_downloads/client-pypeln-io.py | 534 | client-pypeln-pl.task.py | 24 | ar | 0.121497 |
from __future__ import annotations
import time
import disnake
from disnake.ext import commands
from PIL import Image
from main import tracked_templates
from utils.arguments_parser import MyParser
from utils.pxls.template_manager import (
Combo,
layer,
)
from utils.setup import stats
from utils.discord_utils i... | src/cogs/pxls_template/layer.py | 2,968 | Remove unused entries, equal to None Use the combo object here because it doesn't generate a placeable mask save the URL of the image sent to use it to generate templates later | 176 | en | 0.82395 |
#!/usr/bin/env python
# encoding: utf-8
# Thomas Nagy, 2010
"cuda"
import os
from waflib import Task
from waflib.TaskGen import extension
from waflib.Tools import ccroot, c_preproc
from waflib.Configure import conf
class cuda(Task.Task):
run_str = '${NVCC} ${CUDAFLAGS} ${CXXFLAGS} ${FRAMEWORKPATH_ST:FRAMEWORKPATH} ... | Firmware/ardupilot/modules/waf/playground/cuda/cuda.py | 1,357 | find the cuda include and library folders
use ctx.program(source='main.c', target='app', use='CUDA CUDART')
cuda
!/usr/bin/env python encoding: utf-8 Thomas Nagy, 2010 this should not raise any error | 201 | en | 0.483151 |
#!/usr/bin/python
# -*- coding: utf-8 -*-
from django import template
from floreal import models as m
register = template.Library()
@register.filter
def price(f):
return u"%.02fโฌ" % f
@register.filter
def price_nocurrency(f):
return u"%.02f" % f
@register.filter
def weight(w):
if w>=1: return u"%.2... | floreal/templatetags/floreal_filters.py | 1,059 | !/usr/bin/python -*- coding: utf-8 -*- | 38 | en | 0.437977 |
# Copyright 2011 Justin Santa Barbara
# Copyright 2012 Hewlett-Packard Development Company, L.P.
#
# 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/lic... | ironic/tests/unit/common/test_utils.py | 26,630 | Copyright 2011 Justin Santa Barbara Copyright 2012 Hewlett-Packard Development Company, L.P. 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.... | 1,958 | en | 0.788418 |
# Copyright (c) 2019 Bernd Wiesner. bernduwiesner@yahoo.co.uk
# All rights reseArgumentS_Resultsed
#
""" Display the command line options in a window
"""
from argparse import Namespace
from typing import Tuple, Union
import PySimpleGUI as sg
import constants as C
from gui_utility import popup_window
ArgumentsR... | gui_arguments.py | 6,700 | Window interface
:param args: the arguments passed from the command line
:return: Tuple[Union[str, None], Namespace] - The new arguments
Display the command line options in a window
Copyright (c) 2019 Bernd Wiesner. bernduwiesner@yahoo.co.uk All rights reseArgumentS_Resultsed str int bool bool bool | 306 | en | 0.348044 |
import itertools as it
import re
import string
import warnings
from xml.dom import minidom
from manimlib.constants import *
from manimlib.mobject.geometry import Circle
from manimlib.mobject.geometry import Rectangle
from manimlib.mobject.geometry import RoundedRectangle
from manimlib.mobject.types.vectorized_mobject... | manimlib/mobject/svg/svg_mobject.py | 15,787 | Must be filled in in a subclass, or when called if False, creates a hierarchy of VGroups "fill_color" : LIGHT_GREY, TODO, handle style TODO warnings.warn("Unknown element type: " + element.tagName) Remove initial "" character TODO, This seems hacky... <circle class="st1" cx="143.8" cy="268" r="22.6"/> input preprocessi... | 1,256 | en | 0.712923 |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright (C) 2019 Zimeng Qiu <zimengq@andrew.cmu.edu>
"""
F19 11-411/611 NLP Assignment 3 Task 1
N-gram Language Model Implementation Script
Zimeng Qiu Sep 2019
This is a simple implementation of N-gram language model
Write your own implementation in this file!
"""
... | lm.py | 10,230 | Base class for all language models
Initialize language model
:param corpus: input text corpus to build LM on
:param ngram: number of n-gram, e.g. 1, 2, 3, ...
:param min_freq: minimum frequency threshold to set a word to UNK placeholder
set to 1 to not use this threshold
:param uniform: boolean flag, s... | 2,151 | en | 0.675535 |
"""
---
title: Compressive Transformer Experiment
summary: This experiment trains a compressive transformer model on tiny Shakespeare dataset.
---
# Compressive Transformer Experiment
This is an annotated PyTorch experiment to train a compressive transformer model.
"""
from typing import List, Tuple, NamedTuple
impo... | labml_nn/transformers/compressive/experiment.py | 13,020 | ## Auto regressive model
## Configurations
The default configurations can and will be overridden when we start the experiment.
### Initialize the attention reconstruction loss
### Initialize the auto-regressive model
### Run the experiment
Concatenate new memories and compress the oldest memories.
### Sampling functio... | 3,868 | en | 0.788086 |
# coding:utf8
from flask import request
routes = dict()
class ApiServiceBase(type):
def __new__(cls, name, base, attrs):
# super(type, obj) require isinstance(obj, type)
return super(ApiServiceBase, cls).__new__(cls, name, base, attrs)
def __init__(self, name, base, attrs):
if name == 'ApiService':
pas... | flask/api_service.py | 650 | coding:utf8 super(type, obj) require isinstance(obj, type) | 58 | en | 0.53124 |
"""
# EXCEL SHEET COLUMN TITLE
Given a positive integer, return its corresponding column title as appear in an Excel sheet.
For example:
1 -> A
2 -> B
3 -> C
...
26 -> Z
27 -> AA
28 -> AB
...
Example 1:
Input: 1
Output: "A"
Example 2:
Input: 28
Output: "AB"
Example 3:
Input: 70... | Leetcode/easy/excel-sheet-column-title.py | 705 | # EXCEL SHEET COLUMN TITLE
Given a positive integer, return its corresponding column title as appear in an Excel sheet.
For example:
1 -> A
2 -> B
3 -> C
...
26 -> Z
27 -> AA
28 -> AB
...
Example 1:
Input: 1
Output: "A"
Example 2:
Input: 28
Output: "AB"
Example 3:
Input: 701
Out... | 329 | en | 0.601338 |
from __future__ import print_function
import random
import struct
import sys
import time
import os
import zmq
from msgpack import ExtType, packb, unpackb
class AlignClient(object):
# A synchronous Python2 alignment client
REQ_PREFIX = struct.Struct('=HH')
REQ_SUFFIX = struct.Struct('=Ld')
RESP = st... | pomoxis/align/py2client.py | 2,106 | A synchronous Python2 alignment client | 38 | en | 0.720643 |
##########################################################################
#
# Copyright (c) 2017, John Haddon. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are
# met:
#
# * Redistributions of so... | python/GafferDelightUITest/DocumentationTest.py | 2,151 | Copyright (c) 2017, John Haddon. All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the fol... | 1,572 | en | 0.888161 |
# ----------------------------------------------------------------------------
# Copyright (c) 2013--, scikit-bio development team.
#
# Distributed under the terms of the Modified BSD License.
#
# The full license is in the file COPYING.txt, distributed with this software.
# --------------------------------------------... | skbio/stats/ordination/_correspondence_analysis.py | 7,512 | Compute correspondence analysis, a multivariate statistical
technique for ordination.
In general, rows in the data table will correspond to sites and
columns to species, but the method is symmetric. In order to
measure the correspondence between rows and columns, the
:math:`\chi^2` distance is used, and those distance... | 4,828 | en | 0.817447 |
"""
Projection class for the Sunyaev-Zeldovich effect. Requires SZpack (version 1.1.1),
which is included in SZpack.v1.1.1 and will be automatically installed.
Website for the SZpack library: http://www.chluba.de/SZpack/
For details on the computations involved please refer to the following references:
Chluba, Nagai, ... | pymsz/SZpack_models.py | 24,244 | Theoretical calculation of y and T_sz -map for the thermal SZ effect.
model = TH_model(model_file, npixel, axis)
Parameters
----------
simudata : the simulation data from load_data
freqs : The frequencies (in GHz) at which to compute the SZ spectral distortion. array_like
npixel : number of pixels for your image,... | 20,623 | en | 0.525232 |
"""
Example file on how to display a networkx graph on a browser
"""
import json
import networkx as nx
from networkx.readwrite import json_graph
import http_server
import random
# https://www.alanzucconi.com/2015/11/03/recreational-maths-python/
# Converts a number in the list of its digits
def int_to_list(n):
#... | program.py | 1,169 | Example file on how to display a networkx graph on a browser
https://www.alanzucconi.com/2015/11/03/recreational-maths-python/ Converts a number in the list of its digits The number is firstly converted into a string using str(n) map -> converts each character of the string into an integer https://www.alanzucconi.com... | 515 | en | 0.819458 |
# TODO: not very happy with this state of affairs of having unencrypted passwords (use keyring ?)
ALYX_PWD = 'alyxpassword'
HTTP_DATA_SERVER_PWD = 'httpserverpass' # password for flat iron server for IBLail
| python/oneibl/params_secret.py | 208 | TODO: not very happy with this state of affairs of having unencrypted passwords (use keyring ?) password for flat iron server for IBLail | 136 | en | 0.888545 |
from typing import Optional, List
from pydantic import BaseModel
class LogSetting(BaseModel):
LOG_LEVEL: Optional[str] = 'DEBUG'
LOG_PATH: str
class ServiceSetting(BaseModel):
# openapi swagger
INCLUDE_IN_SCHEMA: Optional[bool] = True
# socket.io on
SOCKET_IO_ON: Optional[bool] = False
c... | conf/settings.py | 448 | openapi swagger socket.io on | 28 | en | 0.515969 |
# --------------
# Importing header files
import numpy as np
# print(path)
# Path of the file has been stored in variable called 'path'
#New record
new_record=[[50, 9, 4, 1, 0, 0, 40, 0]]
#Code starts here
census = np.array([])
data=np.genfromtxt(path, delimiter=",", skip_header=1)
census = np.conc... | Make-Sense-of-census/code.py | 2,474 | -------------- Importing header files print(path) Path of the file has been stored in variable called 'path'New recordCode starts here print(census) --------------Code starts here -------------- Code starts here race_0 = np.array([]) race_1 = np.array([]) race_2 = np.array([]) race_3 = np.array([]) race_4 = np.array([]... | 1,273 | en | 0.314756 |
"""
Generate and operate on geometric elements and meshes.
"""
from __future__ import absolute_import
from .geometry import Polygon, Square, Prism, Tesseroid, Sphere
from .geometry import PolygonalPrism
from .mesh import SquareMesh, PointGrid, PrismRelief, PrismMesh, TesseroidMesh
| fatiando/mesher/__init__.py | 283 | Generate and operate on geometric elements and meshes. | 54 | en | 0.811383 |
import subprocess
import gdspy
import shutil
from utils import *
from codegen.caravel_codegen import generate_openlane_files
from urllib.parse import urlparse
import os, json
REQUIRED_KEYS_SINGLE = ["project", "caravel_test", "module_test", "wrapper_proof", "openlane", "gds"]
class Project(object):
def __init__... | project.py | 16,201 | the repo on github not strictly a commit, could be a branch the project's directory is made by joining project dir to last part of the repo url print out info about the project don't run this as part of test-all currently broken, waiting on testing a new netgen hack - better to add this to the info.yaml but for now we... | 1,430 | en | 0.892664 |
"""
MX Platform API
The MX Platform API is a powerful, fully-featured API designed to make aggregating and enhancing financial data easy and reliable. It can seamlessly connect your app or website to tens of thousands of financial institutions. # noqa: E501
The version of the OpenAPI document: 0.1.0
... | test/test_statement_response.py | 935 | StatementResponse unit test stubs
Test StatementResponse
MX Platform API
The MX Platform API is a powerful, fully-featured API designed to make aggregating and enhancing financial data easy and reliable. It can seamlessly connect your app or website to tens of thousands of financial institutions. # noqa: E501
The ve... | 514 | en | 0.795463 |
"""Criteria for parametric methods.
.. topic:: This module provides criteria to automatically select order in
parametric PSD estimate or pseudo spectrum estimates (e.g, music).
Some criteria such as the AIC criterion helps to chose the order of PSD
models such as the ARMA model. Nevertheless, it is diffic... | src/spectrum/criteria.py | 9,878 | Criteria class for an automatic selection of ARMA order.
Available criteria are
======= =====================
======= =====================
AIC see :func:`AIC`
AICc see :func:`AICc`
KIC see :func:`KIC`
AKICc see :func:`AKICc`
FPE see :func:`FPE`
MDL see :func:`MDL`
CAT see :func:`_CAT`
======... | 5,225 | en | 0.65429 |
__author__ = "Laurence Elliott - 16600748"
import os, math
import numpy as np
# sampleLens = []
# count = 0
# for file in os.listdir("corpus"):
# sample = np.load("corpus/" + file)
# zeroArr = [0]
# try:
# zerosInSample = np.isin(sample, zeroArr)
# zerosIndexes = np.where(zerosInSample)
# ... | bin-utf8-vec/truncateCorpus.py | 1,226 | sampleLens = [] count = 0 for file in os.listdir("corpus"): sample = np.load("corpus/" + file) zeroArr = [0] try: zerosInSample = np.isin(sample, zeroArr) zerosIndexes = np.where(zerosInSample) zerosStart = zerosIndexes[0][0] sample = sample[:zerosStart] sampleLen = l... | 685 | en | 0.351961 |
# This file is part of the MapProxy project.
# Copyright (C) 2010, 2011 Omniscale <http://omniscale.de>
#
# 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... | mapproxy/seed/seeder.py | 19,719 | :param coverage: area for the cleanup
:param complete_extent: ``True`` if `coverage` equals the extent of the grid
TileWalker traverses through all tiles in a tile grid and calls worker_pool.process
for each (meta) tile. It traverses the tile grid (pyramid) depth-first.
Intersection with coverages are checked before ha... | 3,823 | en | 0.832963 |
import minimalmodbus
import serial.tools.list_ports
import argparse
import time
#Creates a new instance of a minimal modbus connection
#Change portname to whatever you're using (/dev/USB0, COM4, etc)
#Or just change it when you create the new serial object
#247 is the default address for Renogy devices
class RenogySma... | Renogy.py | 5,034 | Creates a new instance of a minimal modbus connectionChange portname to whatever you're using (/dev/USB0, COM4, etc)Or just change it when you create the new serial object247 is the default address for Renogy devicesReads number of CellsReads the Serial NumberGets unit current flow in A (0), unit voltage (1), capacity ... | 1,188 | en | 0.779607 |
import pygame
import random
import helpers
from ItemManager import ItemManager
import scorer
class BlockManager:
def __init__(self,main):
self.main = main
self.blockSize = 75
self.gridWidth = 12
self.gridHeight = 12
self.grid = []
for x in range(0,self.gridWidth):
newColumn = []
... | src/BlockManager.py | 5,318 | Check for game over.If none in the top row were None:Check grid for triple adjacency.+self.blockSize/2 so it's in the center.Move all blocks down.From gridHeight-2 to 0. Blocks on the bottom (y=gridHeight - 1) won't move down no matter what.Remember: Blocks will not move right if there is a block directly below them.Fr... | 761 | en | 0.883823 |
# coding: utf-8
"""
Cisco Intersight
Cisco Intersight is a management platform delivered as a service with embedded analytics for your Cisco and 3rd party IT infrastructure. This platform offers an intelligent level of management that enables IT organizations to analyze, simplify, and automate their environmen... | test/test_vnic_eth_adapter_policy_list.py | 1,967 | VnicEthAdapterPolicyList unit test stubs
Test VnicEthAdapterPolicyList
Cisco Intersight
Cisco Intersight is a management platform delivered as a service with embedded analytics for your Cisco and 3rd party IT infrastructure. This platform offers an intelligent level of management that enables IT organizations to analy... | 1,453 | en | 0.888637 |
import logging
from pyrogram.errors import InputUserDeactivated, UserNotParticipant, FloodWait, UserIsBlocked, PeerIdInvalid
from info import AUTH_CHANNEL, LONG_IMDB_DESCRIPTION, MAX_LIST_ELM
from imdb import IMDb
import asyncio
from pyrogram.types import Message
from typing import Union
import re
import os
from dateti... | untils.py | 11,861 | temp db for banned https://t.me/GetTGLink/4183 https://github.com/odysseusmax/animated-lamp/blob/2ef4730eb2b5f0596ed6d03e7b05243d93e3415b/bot/utils/broadcast.pyL37 https://github.com/SpEcHiDe/PyroGramBot/blob/f30e2cca12002121bad1982f68cd0ff9814ce027/pyrobot/helper_functions/extract_user.pyL7 don't want to make a reque... | 635 | en | 0.683476 |
"""
#Trains a ResNet on the CIFAR10 dataset.
"""
from __future__ import print_function
import keras
from keras.layers import Dense, Conv2D, BatchNormalization, Activation
from keras.layers import AveragePooling2D, Input, Flatten
from keras.optimizers import Adam
from keras.callbacks import ModelCheckpoint, LearningRa... | examples/pwr_run/checkpointing/timed/max_par/job2.py | 7,697 | #Trains a ResNet on the CIFAR10 dataset.
Training parameters first step is to update the PID epochs = int(save_file.split('/')[4].split('_')[1].split('.')[0]) Subtracting pixel mean improves accuracy Model name, depth and version'P100_resnet50_he_256_1' Load the CIFAR10 data. Normalize data. If subtract pixel mean... | 847 | en | 0.542521 |
# vmimages.py - azurerm functions for Microsoft.Compute RP publishers and images
from .restfns import do_get
from .settings import azure_rm_endpoint, COMP_API
# list_offers(access_token, subscription_id, location, publisher)
# list available VM image offers from a publisher
def list_offers(access_token, subscription... | mcazurerm/vmimages.py | 2,530 | vmimages.py - azurerm functions for Microsoft.Compute RP publishers and images list_offers(access_token, subscription_id, location, publisher) list available VM image offers from a publisher list_publishers(access_token, subscription_id, location) list available image publishers for a location list_skus(access_token, s... | 548 | en | 0.667398 |
# GUI Application automation and testing library
# Copyright (C) 2006-2018 Mark Mc Mahon and Contributors
# https://github.com/pywinauto/pywinauto/graphs/contributors
# http://pywinauto.readthedocs.io/en/latest/credits.html
# All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# ... | auto1/venv/Lib/site-packages/pywinauto/timings.py | 15,079 | Central storage and manipulation of timing values
Set all timings to the default time
Set fast timing values
Currently this changes the timing in the following ways:
timeouts = 1 second
waits = 0 seconds
retries = .001 seconds (minimum!)
(if existing times are faster then keep existing times)
Set slow timing values
... | 7,946 | en | 0.661094 |
from corvus.structures import Handler, Exchange, Loop, Update
import corvutils.pyparsing as pp
import os, sys, subprocess, shutil #, resource
import re
from scipy.interpolate import CubicSpline
from scipy.integrate import quad
from scipy.signal import convolve
import numpy as np
# Debug: FDV
import pprint
pp_debug = p... | corvus/mbconv.py | 5,995 | , resource Debug: FDV Define dictionary of implemented calculationsfor s in subs(['cell_vectors', 'cell_struct_xyz_red', 'cell_scaling_iso', 'cell_scaling_abc', 'number_density']): key = strlistkey(s) autodesc = 'Get ' + ', '.join(s) + ' using cif2cell' cost = 10 implemented[key] = {'type':'Exchange','out':... | 1,080 | en | 0.510909 |
# https://adventofcode.com/2020/day/14
import itertools
import re
SAMPLE_PATH = "../../input/2020-14-sample.txt"
INPUT_PATH = "../../input/2020-14-input.txt"
def get_data(filename):
with open(filename) as file:
data = file.read().split("\n\n")
data = [block.splitlines() for block in data]
if l... | python/2020/day14.py | 1,885 | https://adventofcode.com/2020/day/14 4297467072083 5030603328768 | 64 | en | 0.462645 |
import copy
from unittest import mock
import matplotlib
import pytest
from matplotlib import pyplot as plt
from matplotlib._pylab_helpers import Gcf
@pytest.fixture(autouse=True)
def mpl_test_settings(qt_module, mpl_test_settings):
"""
Ensure qt_module fixture is *first* fixture.
We override the `mpl_te... | tests/test_backend_qt.py | 9,414 | Ensure qt_module fixture is *first* fixture.
We override the `mpl_test_settings` fixture and depend on the `qt_module`
fixture first. It is very important that it is first, because it skips
tests when Qt is not available, and if not, then the main
`mpl_test_settings` fixture will try to switch backends before the skip... | 2,396 | en | 0.836091 |
import os
from indexing.pathanalyzer import PathAnalyzer
from indexing.pathanalyzerstore import PathAnalyzerStore
class Indexer:
"""
Traverses the given directory using the DFS algorithm. Allows registering different rules for handling different
file types and calls the associated PathAnalyzers and Collec... | src/indexing/indexer.py | 5,037 | Traverses the given directory using the DFS algorithm. Allows registering different rules for handling different
file types and calls the associated PathAnalyzers and Collectors indirectly for each type.
Initializes attributes and checks the maximum depth provided.
Parameters
----------
max_depth : int
The maximum... | 1,377 | en | 0.770215 |
from __future__ import annotations
import logging
import os
import time
from functools import partial
from typing import Callable, Optional, Sequence, Union
import torch
from hivemind.averaging.control import AveragingStage, StepControl
from hivemind.compression import CompressionBase, NoCompression
from hivemind.dh... | hivemind/optim/optimizer.py | 44,615 | hivemind.Optimizer wraps your regular PyTorch Optimizer for training collaboratively with peers.
By default, Optimizer is configured to be exactly **equivalent to synchronous training** with target_batch_size.
There are advanced options make training semi-asynchronous (delay_optimizer_step and delay_gradient_averaging... | 15,444 | en | 0.802908 |
'''A temporarily outdated visualization module.'''
import graphviz as gv
from .model import Model
def visualize(model: Model, structural_part=True, measurement_part=False,
view=True, filename=None, title=''):
"""Visualization of SEM model via graphviz library.
Keyword arguments:
model ... | semopy/visualization.py | 1,157 | Visualization of SEM model via graphviz library.
Keyword arguments:
model -- A SEM model.
structural_part -- Should structural part be visualised?
measurement_part -- Should measurement part be visualised?
view -- Should graph be displayed?
filename -- Filename/path.
title --... | 372 | en | 0.632921 |
# coding=utf-8
# --------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
#
# Code generated by Microsoft (R) AutoRest Code Generator.
# Changes ... | sdk/datamigration/azure-mgmt-datamigration/azure/mgmt/datamigration/models/migrate_sql_server_sql_db_task_properties.py | 2,873 | Properties for the task that migrates on-prem SQL Server databases to Azure
SQL Database.
Variables are only populated by the server, and will be ignored when
sending a request.
All required parameters must be populated in order to send to Azure.
:ivar errors: Array of errors. This is ignored if submitted.
:vartype ... | 1,666 | en | 0.51092 |
from setuptools import find_packages, setup
setup(
# Application info
name="pytorch_common",
version="1.5.3",
author="Mihir Rana",
author_email="ranamihir@gmail.com",
description="Repo for common PyTorch code",
long_description=open("README.md", "r", encoding="utf-8").read(),
long_descr... | setup.py | 993 | Application info Packages that this package requires Optional dependencies for NLP related projects Add config and sql files to the package https://python-packaging.readthedocs.io/en/latest/non-code-files.html | 209 | en | 0.638735 |
from torch import nn
import torch.nn.functional as F
from torch import distributions as pyd
class TanhTransform(pyd.transforms.Transform):
domain = pyd.constraints.real
codomain = pyd.constraints.interval(-1.0, 1.0)
bijective = True
sign = +1
def __init__(self, cache_size=1):
super().__in... | distributions/squashed_normal.py | 1,544 | We do not clamp to the boundary here as it may degrade the performance of certain algorithms. one should use `cache_size=1` instead We use a formula that is more numerically stable, see details in the following link https://github.com/tensorflow/probability/commit/ef6bb176e0ebd1cf6e25c6b5cecdd2428c22963fdiff-e120f70e92... | 342 | en | 0.818183 |
#!/usr/bin/python
#
# Copyright 2018-2021 Polyaxon, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable ... | src/tests/test_tracking/test_run_tracking.py | 63,652 | !/usr/bin/python Copyright 2018-2021 Polyaxon, Inc. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in w... | 854 | en | 0.834254 |
# Copyright 2014 Joe Cora.
# Revisions copyright 2017 Peter Cock.
# All rights reserved.
# This code is part of the Biopython distribution and governed by its
# license. Please see the LICENSE file that should have been included
# as part of this package.
"""Objects to represent NEXUS standard data type matrix coding.... | Bio/Nexus/StandardData.py | 3,980 | Create a StandardData iterable object.
Each coding specifies t [type] => (std [standard], multi [multistate] or
uncer [uncertain]) and d [data]
Returns the length of the coding, use len(my_coding).
Returns the full coding as a python string, use str(my_coding).
Deprecated Python 2 style alias for Python 3 style __next... | 1,089 | en | 0.773303 |
"""
Words analyses by Amardjia Amine.
Free software utility which allows you to find the most frequent phrases
and frequencies of words. French and English language texts are supported.
It also counts number of words, characters, the lexical density,
sentences...etc.
https://github.com/Layto888/Words-Analysis... | words.py | 8,602 | Input : text file name
Do some operations to a text and return results.
count the total of characters without any space char
count the average length of sentences
avg = words / sentences
This function will deduce language between French and English.
Using the lexical words found on the text.
select only the total of d... | 1,718 | en | 0.810108 |
import logging as log
import time
from . import gitlab
from .approvals import Approvals
GET, POST, PUT, DELETE = gitlab.GET, gitlab.POST, gitlab.PUT, gitlab.DELETE
class MergeRequest(gitlab.Resource):
@classmethod
def create(cls, api, project_id, params):
merge_request_info = api.call(POST(
... | marge/merge_request.py | 6,331 | missing means auto-squash not supported GitLab botched the v4 api before 9.2.2 We wanted to rebase and someone just happened to press the button for us! if provided, ensures what is merged is what we want (or fails) 'id' needed for for GitLab 9.2.2 hack (see Approvals.refetch_info()) | 284 | en | 0.898337 |
import gdax
import os
import json
API_KEY = os.environ['GDAX_API_KEY']
API_SECRET = os.environ['GDAX_API_SECRET']
API_PASS = os.environ['GDAX_API_PASS']
def main():
'''
Cancels all bitcoin orders.
'''
client = gdax.AuthenticatedClient(API_KEY, API_SECRET, API_PASS)
r = client.cancel_all(product='... | cancel.py | 395 | Cancels all bitcoin orders. | 27 | en | 0.535647 |
import pyupbit
import time
from datetime import datetime
# ์ด๊ธฐํ ์ค๋น
def init_prepairing(investable_coins_map, all_market_codes, all_market_names, order_money):
# ์ด์ ํฌ์ ์ ์ฝ์ธ ๋ณ ์ ๋ ๋๋น ์์น๋ฅ
prev_coins_map = pyupbit.get_prev_dict(investable_coins_map, all_market_codes, all_market_names)
# ํฌ์ํ ๋งํ ์ฝ์ธ ๋ชฉ๋ก ๊ฐ์ ธ์ค๊ธฐ
in... | pyupbit/strategy.py | 14,197 | ๋งค๋ ํ ํ์ด๋ฐ์ ์ค์ฝ์ด๊ฐ 5์ ์ด์์ธ ๊ฒฝ์ฐ๋ก ํ๋ค.
1. ์ ๋ ์์ต๋ฅ ์ด 100% ๋ณด๋ค ๋์ ๊ฒฝ์ฐ
- ์ง์ ์์ต๋ฅ ๋ณด๋ค ๋จ์ด์ก์ ๋(+)
rage_score = rage_score + minus_change_rate * 2
- ์ง์ ์์ต๋ฅ ๋ณด๋ค ์ฌ๋ผ๊ฐ์ ๋(-)
rage_score = rage_score + minus_change_rate / 2
2. ์ ๋ ์์ต๋ฅ ์ด 100% ๋ณด๋ค ๋ฎ์ ๊ฒฝ์ฐ๋ ๊ทธ๋ฅ 97% ๋ฏธ๋ง์ผ ๋ ๋งค๋ ์ฒ๋ฆฌ(๋นก์นจ ์ค์ฝ์ด๋ ๊ณ์ฐ)
- ์ง์ ์์ต๋ฅ ๋ณด๋ค ๋จ์ด์ก์ ๋(+)
rage_score = rage_score + mi... | 2,226 | ko | 0.999985 |
import itertools
import multiprocessing as mp
import os
import pickle
import random
import string
import tempfile
from concurrent.futures import ProcessPoolExecutor
from copy import copy
from functools import partial
from unittest import mock
import numpy as np
import pandas as pd
import pytest
import dask
import das... | dask/dataframe/tests/test_shuffle.py | 44,361 | conflicts with keyword argument disjoint Every value in exactly one partition ensure temporary files are cleaned up when there's an internal exception. Divisions must be sorted with sorted=True, divisions must be same length as df.divisions Divisions must be sorted See https://github.com/dask/dask/issues/3867 https://g... | 2,903 | en | 0.838349 |
import os
from dataclasses import dataclass
from tequila import TequilaException, BitString, TequilaWarning
from tequila.hamiltonian import QubitHamiltonian
from tequila.wavefunction import QubitWaveFunction
from tequila.hamiltonian.paulis import Sp, Sm, Qp, Qm
from tequila.circuit import QCircuit, gates, _gates_impl
... | src/tequila/quantumchemistry/qc_base.py | 84,601 | Coupled-Cluster Amplitudes
We adopt the Psi4 notation for consistency
I,A for alpha
i,a for beta
Parameters
----------
Returns
-------
Convenience class for handling N-body tensors
Specialization of ParametersHamiltonian
Parameters
----------
elems: Tensor data as numpy array
active_indices: List of active indices i... | 19,631 | en | 0.708281 |
#!/usr/bin/env python
#
# svnadmin_tests.py: testing the 'svnadmin' tool.
#
# Subversion is a tool for revision control.
# See http://subversion.apache.org for more information.
#
# ====================================================================
# Licensed to the Apache Software Foundation (ASF) under one
#... | subversion/tests/cmdline/svnadmin_tests.py | 162,337 | Manages indexes of a rev file in a FSFS format 7 repository.
The interface returns P2L information and allows for item offsets
and lengths to be modified.
Read P2L index using svnfsfs.
Rewrite indexes using svnfsfs.
Verify that the SRC BDB repository has been correctly copied to DST.
Verify that the SRC FSFS reposit... | 32,514 | en | 0.784129 |
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