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"""Puddleworld from RLPy."""
import typing as t
import gym
import numpy as np
from gym.utils import seeding
class ContinuousPuddleWorld(gym.Env):
ACTION_SCALE: float = 0.1
DEFAULT_PUDDLES: np.ndarray = np.array(
[[[0.1, 0.75], [0.45, 0.75]], [[0.45, 0.4], [0.45, 0.8]]]
)
REWARD_UNIT: float =... |
# enumerations used in QuantLib code.
from bgtools.utils.dates import parse_date
from pybg.ql import qldate_from_pydate, pydate_from_qldate
class TimeUnits(object):
from pybg.quantlib.time.date import Days, Weeks, Months, Years
class Compounding(object):
Simple = 0 # 1+rt
Compounded = 1 # (... |
# coding: utf-8
from __future__ import unicode_literals
from .common import InfoExtractor
from ..compat import compat_str
from ..utils import (
int_or_none,
str_or_none,
try_get,
unified_timestamp,
update_url_query,
urljoin,
)
# compat_range
try:
if callable(xrange):
range = xrange... |
import settings
from ali1688scraperbrowser import ScraperBrowser
from bs4 import BeautifulSoup
import datetime
from functools import reduce
import re
def get_attr_content(aa, bb):
cc=[]
for a in aa:
for b in bb:
ctemp=[]
tmp0=a[0] + ',' + b[0]
ctemp.append(tmp0)
... |
import argparse
import numpy as np
import copy
class LogisticRegressionClassifier():
def __init__(self):
self.theta = {0:0.0} # bias
self.X = []
self.Y = []
def fit(self,train_input):
self.X, self.Y = self.parse_data(train_input)
def train(self,num_epoch):
self.the... |
import social, facebook
from django.conf import settings
from _commons.helpers.countries import CountriesHelper
from avatar.models import Binding as AvatarBinding
from comment.helpers import PoolHelper
from avatar.helpers import AvatarHelper
from .models import *
from .factories import *
def get_username(backend, ... |
import numpy as np
from common.common import Algorithm, LEARNING_RATE_CONSTANT, DEFAULT_NUM_ITERS
from lossfunctions.logistic_regression import (
LogisticRegression, LogisticRegressionSinglePoint)
from lossfunctions.huber_svm import HuberSVM
from scipy.optimize import minimize
from scipy.sparse import csr_matrix, h... |
# coding: utf-8
""" MIT License """
'''
Project: Wavelet DNN
Authors: <NAME>
Description: Image preprocessing scripts to visualize CT images, normalize the image,
and conduct multiscale wavelet decomposition
'''
# ---------------------------------------------------------------------------- #
from PIL im... |
# -*- coding: utf-8 -*-
import pyglet
from pyglet.window import key
import paho.mqtt.client as mqtt
from joystick import Joystick
from slider import Slider
from datetime import datetime, timedelta
window = pyglet.window.Window()
keys = key.KeyStateHandler()
window.push_handlers(keys)
# Aqui criamos o di... |
"""Implementation of a mapplot for the climwip weighting scheme.
<NAME> et al. section 2.4
https://iopscience.iop.org/article/10.1088/1748-9326/ab492f
"""
import logging
import os
from pathlib import Path
import cartopy.crs as ccrs
import matplotlib.pyplot as plt
import numpy as np
from cartopy.mpl.ticker import Lati... |
"""
Pythonic representation of an SBML model with some extensions.
- moietys (functional groups within a molecule)
- molecules (species)
- reactions
SimpleSBML extracts all information required from an SBML model to avoid
saving the libsbml object (since these objects are fragile with python
garbage collection).
"""
f... |
# -*- coding: utf-8 -*-
class BSTNode(object):
def __init__(self, key, value, left=None, right=None):
self.key, self.value, self.left, self.right = key, value, left, right
class BST(object):
def __init__(self, root=None):
self.root = root
@classmethod
def build_from(cls, node_list):... |
import asyncio
from subprocess import call
import os
import dotenv
import aiohttp
import requests
import youtube_dl as ytdl
from apiclient.discovery import build
__BASE_URL__ = "https://www.googleapis.com/youtube/v3"
class BaseYoutubeAPI:
"""Base Youtube API Client.
Handles users credentials API key.
""... |
import logging
import os
import random
# import sys
from flask import Flask, render_template, request, url_for
from fourlang.corenlp_wrapper import CoreNLPWrapper
from fourlang.utils import draw_dep_graph, draw_text_graph, ensure_dir, get_cfg
from fourlang.dependency_processor import Dependencies
from fourlang.dep_to... |
#!/usr/bin/env python
# Copyright 2018 Datawire. 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 b... |
import decimal
import re
from enum import Enum
from typing import Optional, Union
from boto3.dynamodb.conditions import Key
from boto3.dynamodb.types import TypeSerializer, TypeDeserializer
from botocore.exceptions import ClientError
from typhoon.aws.boto3_helper import boto3_session
from typhoon.aws.exceptions impor... |
"""Command-line interface for Zellij."""
import math
import pprint
import click
from zellij.color import random_color, parse_color
from zellij.debug import debug_world, debug_click_options, should_debug
from zellij.design import get_design
from zellij.drawing import Drawing
from zellij.path import combine_paths, dra... |
from django.shortcuts import render
from django.db import models
from django.db.models import F, Q, Exists, Value, IntegerField, Sum
from .models import Artista, UsuarioEtiquetaArtista, Usuario, UsuarioArtista, Etiqueta
import csv
import datetime as dt
from recomendation.forms import *
from collections import Counter
i... |
import random
import string
import logging
import flask
char = list(string.printable.strip())
secret = ""
for i in range(16):
secret += random.choice(char)
app = flask.Flask(__name__)
app.secret_key = secret
PLAYER = random.choice(["😳", "😐", "😎", "🥶", "😏"])
FOOD = "🍎"
WALL = "🟫"
GROUND = "🟩"
SCREEN_WID... |
import numpy as np
import torch
from torch.autograd import Function
import holoviews as hv
hv.extension('bokeh')
"""
pytorch-grad-cam by JacobGil (https://github.com/jacobgil/pytorch-grad-cam)
"""
class FeatureExtractor(object):
""" Class for extracting activations and
registering gradients from targetted in... |
# =================================================================
#
# Authors: <NAME> <<EMAIL>>
#
#
# Copyright (c) 2019 <NAME>
#
# 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
# r... |
import json
import time
import requests
from flask_socketio import SocketIO, emit
from flask import Flask, render_template, url_for, copy_current_request_context
from random import random
from time import sleep
from threading import Thread, Event
import datetime
from random import shuffle
from lxml import html
import y... |
#!/usr/bin/env python
# --------------------------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for license information.
# ---------------------------------------------... |
import numpy as np
import pytest
from pandas import (
DataFrame,
NaT,
Series,
Timedelta,
Timestamp,
)
import pandas._testing as tm
def test_group_shift_with_null_key():
# This test is designed to replicate the segfault in issue #13813.
n_rows = 1200
# Generate a moderately large data... |
#!/usr/bin/env python3
# TODO:
# - Apply bitmask on opcodes to zero out variant bits (e.g. relative and absolute addresses or nops)
# - Hash resulting instruction bytes instead of mnemonics
# - https://www.hex-rays.com/products/ida/tech/flirt/in_depth/#Variability
import filterdiff
import ratio
import r2pipe... |
"""Exercise 1: Basic Object-Oriented Programming
- SuperDuperManager, which manages all the cars in the system
- Car, a class which represents a single car in the system
Your task is to design and implement the Car class, and then modify the
SuperDuperManager methods so that they make proper use of the Car clas... |
import datetime
from django.db import models
from django.utils.translation import ugettext_lazy as _
from utils.filestorage.uploads import get_unique_upload_path
from utils.filestorage.signals import delete_files_on_delete, \
delete_files_on_change
from photos.utils import generate_thumbnail
MONTH_CHOICES = ((mo... |
#!/usr/bin/env python
"""
Copyright (c) 2015 <NAME>
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, publi... |
import enum
import torch
from utils import load_file, save_pkl, load_pkl
from config import Config
from logger import logger as logging
import os
from tqdm import trange, tqdm
from torch.utils.data import TensorDataset
config = Config()
def dataset_format(file_path, separater=" "):
label_map = {label: i for i, l... |
# This code is part of Ansible, but is an independent component.
# This particular file snippet, and this file snippet only, is BSD licensed.
# Modules you write using this snippet, which is embedded dynamically by Ansible
# still belong to the author of the module, and may assign their own license
# to the complete wo... |
import copy
from collections import namedtuple
import numpy as np
import torch
from torchvision import transforms
from PIL import Image, ImageFilter, ImageEnhance
# An augmentation object consists of its name, the transform functions of type
# torchvision.transforms, and the resulting augmented dataset of type
# torc... |
import json
import logging
import os
import platform
import subprocess
import threading
from urllib.request import urlopen
from urllib.error import HTTPError
if platform.system() == "Windows":
try:
from colorama import init
init(convert=True)
except ImportError:
try:
import ... |
# -*- coding: utf8 -*-
# Copyright (c) 2019 <NAME>
#
# 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... |
import orjson
from django.core.files.uploadedfile import SimpleUploadedFile
from django.core.files.images import ImageFile
from django.db.models import TextField, ForeignKey, FileField, ImageField, Field
from django.db.models.fields.files import FileDescriptor, FieldFile
from django.db.models.query_utils import Deferre... |
"""
Added build utility module for managing the rig_builder ui functionality.
"""
# import standard modules
import sys
import posixpath
import os
py_version = None
if sys.version_info.major == 2:
py_version = 2
import imp
elif sys.version_info.major == 3:
py_version = 3
import importlib
# import loca... |
import os
import re
import json
import requests
import urllib3
from requests_http_signature import HTTPSignatureAuth
import logging
import datetime
from uuid import uuid4
from functools import lru_cache
import jmespath
from jmespath.exceptions import JMESPathError
from dcplib.aws.sqs import SQSMessenger, get_queue_url... |
"""
This module contains general purpose URL functions not found in the standard
library.
"""
import os
import re
import urlparse
import urllib
import posixpath
import cgi
from scrapy.utils.python import unicode_to_str
def url_is_from_any_domain(url, domains):
"""Return True if the url belongs to any of the give... |
"""Support for standalone client challenge solvers. """
import argparse
import collections
import functools
import logging
import os
import sys
from six.moves import BaseHTTPServer # pylint: disable=import-error
from six.moves import http_client # pylint: disable=import-error
from six.moves import socketserver # py... |
"""
WDL values instantiated at runtime
Each value is represented by an instance of a Python class inheriting from
``WDL.Value.Base``.
.. inheritance-diagram:: WDL.Value
:top-classes: WDL.Value.Base
"""
from abc import ABC
from typing import Any, List, Optional, Tuple, Dict, Iterable
import json
import WDL.Type as ... |
# -*- coding: utf-8 -*-
import tensorflow as tf
import numpy as np
import os
import glob
from imageio import imread, imsave
import cv2
import dlib
import time
def preprocess(img):
return (img / 255. - 0.5) * 2
def deprocess(img):
return (img + 1) / 2
def showImg(img,name="img",delay=0):
cv2.imshow(name,... |
# -*- coding: utf-8 -*-
"""
Created on Sat Mar 23 12:02:01 2019
@author: s168003
"""
import os
import datetime
from tensorboard.backend.event_processing.event_accumulator import EventAccumulator
import numpy as np
import matplotlib.pyplot as plt
from keras.preprocessing.image import ImageDataGenerator... |
#!/usr/bin/env python3
"""Local Validatoin"""
import sys
import numpy as np
import pandas as pd
from sklearn.metrics import log_loss
EXAM_COLS = [
'negative_exam_for_pe',
'indeterminate',
'chronic_pe',
'acute_and_chronic_pe',
'central_pe',
'leftsided_pe',
'rightsided_pe',
'rv_lv_ratio_... |
from typing import Literal
import akinator
import discord
from akinator.async_aki import Akinator
from redbot.core import commands
from redbot.core.bot import Red
from redbot.core.config import Config
from redbot.vendored.discord.ext import menus
RequestType = Literal["discord_deleted_user", "owner", "user", "user_st... |
import math
from typing import Optional
import torch
import torch.nn as nn
from torch.utils.checkpoint import checkpoint
from lib.modules.rotary import RotaryEmbeddings
class LeanSelfAttention(nn.Module):
def __init__(
self,
hidden_size: int,
num_attention_heads: int,
attention_c... |
#!/usr/bin/env python
# -*- coding: Latin-1 -*-
"""
@file FCDvsCompleteRoute.py
@author <NAME>
@author <NAME>
@author <NAME>
@date 2008-04-08
@version $Id$
Compares the FCD-route of an taxi with the generated route which is used in the simulation.
The output data can be visualized with the script My_mpl_dump_... |
from dataclasses import asdict, dataclass
from typing import Any, Dict, List, Union, Optional, Sequence
import numpy as np
import warnings
from lhotse.features.base import FeatureExtractor, register_extractor
from lhotse.utils import is_module_available, Seconds, compute_num_frames
@dataclass
class OpenSmileConfig:
... |
import numpy as np
import time
import sys
if sys.version_info.major == 2:
import Tkinter as tk
else:
import tkinter as tk
cell = 60
w_height = 6
w_width = 6
class MazeGrid(tk.Tk, object):
def __init__(self):
super(MazeGrid, self).__init__()
self.action_space = ['up', 'down', 'left', 'rig... |
from twisted.trial import unittest
from twisted.internet import task, defer
from collections import OrderedDict
import nanobot
import app
import string
import twisted.internet.base
twisted.internet.base.DelayedCall.debug = True
class CacheTests(unittest.TestCase):
def setUp(self):
self.clock = task.Clock()... |
"""
LABORATORIO 2 - REDES
<NAME> 181202
<NAME> 18398
FUENTES DE CONSULTA:
https://www.geeksforgeeks.org/hamming-code-implementation-in-python/
https://github.com/danielmuthama/Hamming-Code/blob/master/hammingcode.py
"""
# chequea el numero de paridad de bits en la generacion del hamming code
# devuelve el numero de bi... |
from advent_of_code.utils.Elf import Elf
from advent_of_code.utils.Gnome import Gnome
def parse_input(raw_input, elf_ap=3):
raw_input = raw_input.strip()
dungeon = raw_input.split("\n")
creatures = list()
num_e = 0
num_g = 0
for idx, row in enumerate(dungeon):
i = row.find("E")
... |
# Copyright 2008-2015 Nokia Solutions and Networks
#
# 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 l... |
import lz4.block
import sys
from multiprocessing.pool import ThreadPool
import os
import pytest
if sys.version_info <= (3, 2):
import struct
def get_stored_size(buff):
if sys.version_info > (2, 7):
if isinstance(buff, memoryview):
b = buff.tobytes()
else:
b = bytes(buff... |
__author__ = "<NAME>"
__license__ = "MIT"
'''
Utility functions for the homework
'''
import pandas as pd
from sklearn.preprocessing import MultiLabelBinarizer
from sklearn.metrics import confusion_matrix
import seaborn as sns
import numpy as np
import matplotlib.pyplot as plt
def parse_data(feature_file, label_file... |
#!/usr/bin/env python
# (c)quasardb SAS. All rights reserved.
# qdb is a trademark of quasardb SAS
# pylint: disable=C0103,C0111,C0326,W0201
import os
import re
import sys
import platform
import subprocess
import glob
from setuptools.command.build_ext import build_ext
from setuptools import setup, Extension
from se... |
import numpy as np
from pymoo.performance_indicator.gd import GD
from pymoo.performance_indicator.igd import IGD
from pymoo.performance_indicator.hv import Hypervolume
from pymoo.util.termination.f_tol import MultiObjectiveSpaceToleranceTermination
def pareto_front_if_possible(problem):
try:
return probl... |
import sys
sys.path.append('.')
import argparse
import cv2
import numpy as np
import matplotlib.pyplot as plt
import torch
import torch.nn.functional as F
from lietorch import SE3
import raft3d.projective_ops as pops
from data_readers import frame_utils
from utils import show_image, normalize_image
DEPTH_SCALE = 0... |
# $Id$
#
# Copyright (C) 2004 Rational Discovery LLC
# All Rights Reserved
#
from rdkit import RDConfig
import sys, os.path
from rdkit.VLib.Supply import SupplyNode
import pickle
if RDConfig.usePgSQL:
from pyPgSQL import PgSQL as sql
class _lazyDataSeq:
"""
These classes are used to speed up (a lot... |
import time
import logging
import random
from portalocker import Lock
from portalocker.exceptions import LockException
from O365.utils import FirestoreBackend, FileSystemTokenBackend
log = logging.getLogger(__name__)
# This is an implementation of the 'should_refresh_token' method
class LockableFirestoreBackend(F... |
# This file is part of the MicroPython project, http://micropython.org/
#
# The MIT License (MIT)
#
# Copyright (c) 2020 <NAME> for Adafruit Industries
#
# 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 th... |
import pytest
from code42cli.util import _PADDING_SIZE
from code42cli.util import does_user_agree
from code42cli.util import find_format_width
from code42cli.util import format_string_list_to_columns
from code42cli.util import get_url_parts
TEST_HEADER = {"key1": "Column 1", "key2": "Column 10", "key3": "Column 100"}... |
# Copyright 2019 The FastEstimator Authors. 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 appl... |
import numpy as np
import matplotlib.pyplot as plt
import matplotlib
import h5py as h5
from importlib import reload
import sys
direc = sys.argv[0].split('scripts')[0]
where = sys.argv[1]
sys.path.append(direc+'support')
import parameters
reload(parameters)
import parameters as par
import functions
reload(functions)
imp... |
import numpy as np
from sklearn.model_selection import KFold
import scipy.sparse as sp
import torch
def data_loader(dataset, flag, not_computational):
if dataset == 'SL':
if flag==0:
with open("../data/sl/List_Proteins_in_SL.txt", "r") as inf:
gene_name = [line.rstrip(... |
# #!/usr/bin/env python3
# # _*_ coding:utf-8 _*_
# # CVE-2020-2551
# # updated 2020/03/07
# # by 0xn0ne
# # 不会 java，该漏洞的分析也没人发，对该 POC 还不是很理解
#!/usr/bin/env python3
# -*- coding:utf-8 -*-
import socket,argparse,sys,requests,os,atexit
from urllib.parse import urlparse
from multiprocessing.dummy import Pool as ThreadPo... |
from flask import (
request, make_response, jsonify,
redirect, session, current_app
)
from flask_login import (
login_user, logout_user,
login_required, current_user
)
from flask_jwt_extended import (
JWTManager, jwt_required,
create_access_token, get_jwt_identity
)
from . import auth
from googl... |
from waflib import Task
from waflib.TaskGen import feature, before_method, taskgen_method, extension
from waflib.Tools import c_preproc
try:
import cPickle as pickle
except ImportError:
import pickle
template_kernel = """
_MOTOR_PLUGIN_EXPORT void _%(kernel)s(const u32 index, const u32 total,
... |
"""
Copyright (C) 2021 <NAME>
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
dist... |
"""
Serialized Data Converter.
Licensed under MIT
Copyright (c) 2012 - 2015 <NAME> <<EMAIL>>
"""
import sublime
import datetime
from . import pyyaml as yaml
from . import plistlib
from collections import OrderedDict
import re
__all__ = ("read_yaml_from_view", "yaml_dumps")
# http://yaml.org/type/timestamp.html
YAML_... |
# Copyright 2019-2020 ETH Zurich and the DaCe authors. All rights reserved.
import dace
from dace.sdfg import SDFG
from dace.transformation.subgraph.stencil_tiling import StencilTiling
from dace.transformation.subgraph import SubgraphFusion
from dace.sdfg.graph import SubgraphView
import numpy as np
import pytest
imp... |
import wx
import wx.grid as gridlib
from pycoingecko import CoinGeckoAPI
import pandas as pd
from win10toast import ToastNotifier
notifier = ToastNotifier()
def sendNotifications(msg):
notifier.show_toast("Coingecko", msg, icon_path=None,duration=1000,threaded=True)
class Application(wx.Frame):
def __init... |
from heapq import merge
import telebot
from telebot import types
import os
from telebot import custom_filters
from telebot.handler_backends import State, StatesGroup #States
from telebot.storage import StateMemoryStorage
from telebot.types import ReplyKeyboardMarkup, KeyboardButton
class MyStates(StatesGroup):
de... |
import math
class InvalidInt(Exception):
pass
class TooLessVars(Exception):
pass
class UnidentifiableName(Exception):
pass
def inv_sum_of_interior_angles(sum_interior_angle):
self.sum_interior_angle = sum_interior_angle
return (self.sum_interior_angle/180) + 2
def inv_interior_angles(interior_... |
import os
import subprocess
import re
def run_command(cmds, cwd='.'):
return subprocess.Popen(cmds, stdout=subprocess.PIPE, stderr=subprocess.STDOUT, cwd=cwd).communicate()[0]
def cmd_adb_devices():
return run_command(['adb', 'devices'])
def cmd_getprop_ro_build_fingerprint(serial_id):
return run_command... |
#!/usr/bin/env python3
# Copyright 2018 Brocade Communications Systems LLC. 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 also obtain a copy of the License at
# http://www.apache.org/licenses/LICENS... |
from collections import defaultdict, deque
import numpy as np
import ray
from ray.experimental.serve.utils import logger
from blist import sortedlist
import time
class Query:
def __init__(self,
request_args,
request_kwargs,
request_context,
req... |
from BeamlineStatusLogger.timer import SynchronizedPeriodicTimer
from BeamlineStatusLogger.timer import PeriodicTimer
import BeamlineStatusLogger.timer as timer
import random
import pytest
from pytest import approx
class MockTime:
def __init__(self, time=100):
self.time = time
def mocktime(self):
... |
import unittest
from galaxy import model
from galaxy.workflow.run import WorkflowProgress
from .workflow_support import TestApp, yaml_to_model
TEST_WORKFLOW_YAML = """
steps:
- type: "data_input"
tool_inputs: {"name": "input1"}
- type: "data_input"
tool_inputs: {"name": "input2"}
- type: "tool"
too... |
import numpy as np
import pyvista as pv
import pyvistaqt as pvqt
import matplotlib.pyplot as plt
from collections import OrderedDict
import pandas as pd
def create_nodal_radial_vectors(X0):
"""
Create a list of fixed nodal inward radial vectors names (unit vectors)
Parameters:
- X0: unde... |
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import os
import sys
import scipy.io
from scipy import misc
import tensorflow as tf
from constants import OBJECTNET3D_DATADIR, OBJECTNET3D_TF_DATADIR
from datasets import dataset_utils
# The names of the cl... |
#!/usr/bin/env python3
#
# MIT License
#
# (C) Copyright 2019-2022 Hewlett Packard Enterprise Development LP
#
# 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 w... |
########################################################
### ###
### IBM Spectrum Protect Plus ###
### ###
### Microsoft SQL support REST API sample script ###
### ... |
# -*- coding: utf-8 -*-
#-----------------------------------------------------------------------------
# Author: <NAME>
# Institute: The Seismology Lab, the Chinese University of Hong Kong
# Reference: Yang, <NAME>, and <NAME>(2009), Fault-Plane Determination of
# the 18 April 2008 Mt. Carmel, Illinois, E... |
'''
System identification with post-stabilization enabled
Loss: MSELoss constructed over ALL points in a SINGLE trajectory
Optimizer: RMSProp from PyTorch
'''
import os
import sys
import time
import math
from math import sin, cos
import cv2
import pygame
import numpy as np
import matplotlib.pyplot as plt
from mpl_too... |
import hashlib
import os
import tempfile
import matplotlib.pyplot as plt
import neptune
import numpy as np
import optuna
import tensorflow as tf
from tensorflow import keras
def log_data(logs):
neptune.log_metric('epoch_accuracy', logs['accuracy'])
neptune.log_metric('epoch_loss', logs['loss'])
def train_e... |
#
# kde.py: KDE utilities for density estimation in unusual topologies.
#
# Copyright 2012 <NAME> <<EMAIL>>
# Modified 2017 <NAME> <<EMAIL>> to handle 1D KDEs
# gracefully.
#
# This program is free software; you can redistribute it and/or modify it
# under the terms of the GNU General Public License as published by the... |
import re
from ..queue import Queue
from ..item import Item
from ..commander import Command
from ..commander import Commander
from busy import dateparser
MARKER = re.compile(r'\s*\-*\>\s*')
REPEAT = re.compile(r'^\s*repeat(?:\s+[io]n)?\s+(.+)\s*$', re.I)
class Task(Item):
def __init__(self, description=None):
... |
# Copyright (C) 2002, <NAME> (<EMAIL>)
# 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.
"""The structure class, representing a macromolecular structure."""
from typing import List, NamedTuple
import ... |
# _________ .__ .__ ____ ___ __ .__.__
# \_ ___ \| | |__|_____ | | \_/ |_|__| | ______
# / \ \/| | | \____ \ | | /\ __\ | | / ___/
# \ \___| |_| | |_> > | | / | | | | |__\___ \
# \______ /____/__| __/ |______/ |__| |__|____/____ >
# \/ ... |
"""Library to interface with system programs."""
from __future__ import annotations
from typing import Optional, Any, NamedTuple
from solana.publickey import PublicKey
from solana.system_program import SYS_PROGRAM_ID
from solana.transaction import AccountMeta, TransactionInstruction
from solana.utils.validate import ... |
from io import BytesIO
from typing import Iterator, Any
import base64
import hashlib
import urllib.request
import xml.etree.ElementTree as ET
class HLRequest(object):
document = None
def __init__(self):
self.document = ET.Element('request')
def __str__(self) -> str:
return self.serialize... |
import abc
import utils
from tqdm import tqdm
import torch
from torch import nn
from torch.autograd import Variable
from torch.utils.data import ConcatDataset
# ============
# Base Classes
# ============
class GenerativeMixin(object, metaclass=abc.ABCMeta):
"""Abstract base class which requires subclasses to def... |
import sklearn
import sklearn.preprocessing
import sklearn.random_projection
from sklearn.metrics import euclidean_distances
from sklearn.exceptions import DataDimensionalityWarning
from sklearn.utils._testing import assert_array_equal
from sklearn.utils._testing import assert_almost_equal
from sklearn.utils._testing ... |
#!/usr/bin/env python
# cardinal_pythonlib/sqlalchemy/core_query.py
"""
===============================================================================
Original code copyright (C) 2009-2021 <NAME> (<EMAIL>).
This file is part of cardinal_pythonlib.
Licensed under the Apache License, Version 2.0 (the "Li... |
import datetime
from enum import Enum
from itertools import groupby
from typing import Any, Iterator, List, Tuple, Dict, Union
import copy
import bson
import numpy as np
from monty.json import MSONable
from pydantic import BaseModel
from pymatgen.analysis.structure_matcher import (
AbstractComparator,
ElementC... |
import time
import numpy as np
from numpy import linalg
import miccs.optimize as core
def fit(observations, lambda_glasso, lambda_ridge=0,
ths = 0.001, max_iter = 1000,
ths_glasso = 1e-8, ths_lasso = 1e-10, verbose = False,
weight_init = None, Omega_init = None):
# check on observa... |
"""Test inline query logic."""
import pytest
from tests.factories import sticker_factory
from stickerfinder.models import Tag
from stickerfinder.telegram.inline_query.context import Context
from stickerfinder.telegram.inline_query.search import get_matching_stickers
@pytest.mark.parametrize('query,first_score, secon... |
import torch
from torch import nn as nn
from torch.nn import functional as F
from basicsr.utils.registry import ARCH_REGISTRY
from .spynet_arch import SpyNet
from .arch_util import ResidualBlockNoBN, flow_warp, make_layer
@ARCH_REGISTRY.register()
class BasicVSR(nn.Module):
"""BasicVSR: The Search for Essential ... |
import time
import numpy as np
import tensorflow as tf
import model as ml
import runner as rn
import utils as ul
import market_making_game as env
from baselines.common import explained_variance
from baselines import logger
def learn(policy, env, config):
noptepochs = 8
nminibatches = 8
lr = lambda _: 0.0001
... |
import multiprocessing
import os
import sys
import threading
import typing
from multiprocessing import connection
#from uncompyle6 import main as Uncompyle6Main
from unpyc37 import unpyc3
# noinspection SpellCheckingInspection
from decompyle3 import main as Decompyle3Main
_decompileProcess = None # type: typing.Opti... |
"""
A light and fast template engine.
Copyright (c) 2012, <NAME>
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 o... |
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