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#!/usr/bin/python """ Helper script to create location and data separation Usage: docker run --rm -it -v $PWD:/working eurodatacube/jupyter-user:0.19.6 /opt/conda/envs/eurodatacube-0.19.6/bin/python3 /working/generate_files.py If issues with write permission you might have to add a user as parameter with the same use...
from __future__ import absolute_import from __future__ import division from __future__ import print_function import numpy as np import pandas as pd from collections import Counter from sklearn.utils.linear_assignment_ import linear_assignment def f1(p_num, p_den, r_num, r_den, beta=1): p = 0 if p_den == 0 else p...
#!/usr/bin/env python3 import json import math import socket import struct import sys import threading import time from typing import Tuple, Dict import skia from main_loop import main_loop class Actions: UPDATE_SCENE = 0 HANDLER_REPLY = 1 SET_VAR = 2 WATCH_ACK = 3 class Protocol: def __init__...
# -*- encoding: utf-8 -*- """ License: MIT Copyright (c) 2020 - <NAME> """ from app.main import blueprint from flask import render_template, redirect, url_for, request, Response from flask_login import login_required, current_user from app import login_manager, db, celery import pandas as pd import io from app.main.m...
import pandas as pd from itertools import chain from pgmpy.models import BayesianModel from pgmpy.models import DynamicBayesianNetwork as DBN from pgmpy.inference import DBNInference from pgmpy.estimators import ParameterEstimator from pgmpy.factors.discrete import TabularCPD from sklearn.preprocessing import KBinsDisc...
import time import serial import binascii from collections import namedtuple import logging from .socket import UDPSocket logger = logging.getLogger(__name__) Stats = namedtuple("Stats", "type name value") class CMEError(Exception): """CME ERROR on Module""" class ATError(Exception): """AT Command Error"...
# coding=UTF-8 # ex:ts=4:sw=4:et=on # Copyright (c) 2013, <NAME> # All rights reserved. # Complete license can be found in the LICENSE file. import logging logger = logging.getLogger(__name__) import gi gi.require_version('Gtk', '3.0') from gi.repository import Gtk from contextlib import contextmanager from mvc.ad...
# -*- coding: utf-8 -*- """ @author: <NAME> """ import os import numpy as np import json import matplotlib.pyplot as plt labels = { '102': 0, '103': 1, '104': 2, '105': 3, '106': 4, '107': 5, '108': 6, '109': 7, '110': 8, '111': 9, '112': 10, '201': 11, '202': 12, ...
import subprocess from typing import Tuple, List, Optional, Union, Dict import pycuda.driver as cuda import pycuda.autoinit import numpy as np import tensorrt as trt import torch import os import onnxruntime from common_keys import * from tqdm import tqdm from pytorch_quantization import nn as quant_nn from pytorch_qua...
# # Copyright (c) 2018, Salesforce, Inc. # The Board of Trustees of the Leland Stanford Junior University # 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 ...
#************************************************************** # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to y...
#!/usr/bin/env python # -*- coding: utf-8 -*- # Author: <NAME> """ The ``exmaralda`` module converts a ``DiscourseDocumentGraph`` (possibly containing multiple annotation layers) into an Exmaralda ``*.exb`` file and vice versa. """ import os import sys from collections import defaultdict from lxml import etree from l...
#! /usr/bin/python3 # -*- coding: utf-8 -*- """ ************* Parset reader ************* """ __author__ = '<NAME>' __copyright__ = 'Copyright 2020, nenupy' __credits__ = ['<NAME>'] __maintainer__ = 'Alan' __email__ = '<EMAIL>' __status__ = 'Production' __all__ = [ '_ParsetProperty', 'Parset', ...
#!/usr/bin/env python """ Copyright 2009 <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,...
"""Defines the Lamina class for use with brokkr. TODO: ----- * [ ] add a property for the compliance matrix Sk in Lamina * [ ] move stiffness matrix Q to Lamina * [ ] add failure indices """ from numpy import zeros, cos, sin, ndarray from numpy.linalg import inv from brokkr.mech_math import ms, out_of_bounds from br...
#!/usr/bin/env python import functools import subprocess import re import shutil import os import git import pathlib from copy import deepcopy from cached_property import cached_property from packaging.version import Version, InvalidVersion from packaging.specifiers import SpecifierSet from astropy.table import Table...
#!/usr/bin/env python3 # # enumsheets.py # # Counts total number of dxf files specified on the command line. Writes sheet # number and total number of sheets to every dxf files' title block. Optionally # rewrites date, scale, and address fields. Extracts each sheet title and saves # contents into Excel table. # # This ...
import warnings warnings.filterwarnings("ignore") import os import argparse import IPython import subprocess import matplotlib.pyplot as plt import numpy as np from pyquaternion import Quaternion from PIL import Image from numpy import mean, sqrt, square, arange from math import pi, sqrt, sin, cos, atan2 from config...
#!/usr/bin/env python """ ######################################################### Survival Package Kaplan-Meier Distribution Work Book View ######################################################### """ # -*- coding: utf-8 -*- # # rtk.survival.gui.gtk.Kaplan-Meier.py is part of The RTK Project # # All rights re...
import math import os import pathlib from glob import iglob from multiprocessing import Pool from os.path import exists, join from typing import List, Optional, Tuple, cast from urllib.request import urlopen import cv2 import numpy as np import PIL from sklearn.metrics.pairwise import paired_distances from facenet_sa...
# Dependencies import warnings warnings.filterwarnings("ignore") import random random.seed(9999) import argparse import pickle import numpy as np import pandas import sys import itertools from sklearn.model_selection import StratifiedKFold, train_test_split from sklearn.ensemble import RandomForestClassifier from skl...
#!/usr/bin/python3 import signal import argparse import sys import csv import re from pkg_resources import get_distribution from bedparse import bedline from bedparse import gtf2bed from bedparse import BEDexception # This allows using the program in a pipe # The program is killed when it receives a sigpipe signal.sign...
#!/usr/bin/env python3 from asist_nsf_2018.experiments import experiments from asist.wave_probe import read_wave_probe_csv from asist.utility import running_mean from asist.pressure import read_pressure_from_netcdf import matplotlib.pyplot as plt from matplotlib.dates import num2date, date2num import numpy as np impor...
# Copyright (C) 2017 Google Inc. # Licensed under http://www.apache.org/licenses/LICENSE-2.0 <see LICENSE file> """Workflow object and WorkflowState mixins. This contains the basic Workflow object and a mixin for determining the state of the Objects that are mapped to any cycle tasks. """ import calendar import itert...
import os # import os.path as pat import h5py import numpy as np import scipy as sp import pandas as pd import soundfile as sf import matplotlib.pyplot as plt from tqdm import tqdm from scipy.optimize import minimize, minimize_scalar from dechorate.dataset import DechorateDataset, SyntheticDataset from dechorate.cadz...
import numpy as np #import pandas as pd import matplotlib # import seaborn as sns import matplotlib.pyplot as plt names = "LR SVM CNN LSTM BERT".split(" ") colors = ['tab:gray', 'tab:green','tab:orange', 'tab:red', 'tab:blue', 'orange' ] patterns = ('--', '\\', '////', '\\\\', '\\\\', '\\\\', '.', '*')...
import ast import json from datetime import datetime, timedelta from operator import itemgetter from random import randint import requests from administer import context_processors from administer.helper import helper from administer.models import Nodes, Clusters from django.contrib import messages from django.db impo...
import numpy as np import open3d as o3d from transformations import * import os,sys,yaml,copy,pickle,time,cv2,socket,argparse,inspect,trimesh,operator,gzip,re,random,torch import resource rlimit = resource.getrlimit(resource.RLIMIT_NOFILE) resource.setrlimit(resource.RLIMIT_NOFILE, (4096, rlimit[1])) from scipy.spatial...
import ida_funcs import ida_bytes import idc import ida_search import idaapi import ida_xref import ida_segment import ida_offset import ida_kernwin from idaapi import BADADDR from ida_search import SEARCH_DOWN, SEARCH_UP import ida_auto import IDAPatternSearch_utils.ida_common as ida_common import sys import os impo...
# coding=utf-8 # *** WARNING: this file was generated by the Pulumi SDK Generator. *** # *** Do not edit by hand unless you're certain you know what you are doing! *** import warnings import pulumi import pulumi.runtime from typing import Any, Mapping, Optional, Sequence, Union, overload from ... import _utilities fro...
import asyncio import inspect import logging import os import io import sys import threading import time import traceback import uuid import weakref from collections import OrderedDict from werkzeug.local import Local from .utils import ( dotdict, format_traceback, ReferenceStore, FuturePromise, M...
import os import app import evaluation import logger import time from torchtext import data import torch from model_attn import Attention from model_qac import FastDynamic from baseline import SM print(os.getpid()) class Args(app.ArgParser): def __init__(self): super(Args, self).__init__(description="Twi...
# FIXME beet and 1.19 changes import json import logging from collections import defaultdict from dataclasses import dataclass, field from pathlib import Path, PurePath from typing import Annotated, Any, ClassVar, Iterable, Literal, TypeVar from beet import Cache, Context, DataPack, Structure from nbtlib import Compo...
import argparse import os import shutil import time import torch import torch.nn as nn import torch.nn.parallel import torch.backends.cudnn as cudnn import torch.optim as optim import torch.utils.data import torch.nn.functional as F import torchvision.transforms as transforms import torchvision.datasets as datasets im...
import sys,os,re from xlsxwriter import * from xlrd import open_workbook from tkinter import * import DoorsTCToTemplate_GUI from tkinter import messagebox userActionIsRequired = [] systemInput = [] systemOutput = [] systemCal = [] global inputRowCount global outputRowCount global calRowCount def writeHeaderIntoTemp...
#!/usr/bin/env python # -*- coding: utf-8 -*- # ------------------------------------------------------------------- # Copyright (c) 2010-2021 <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 ...
#!/usr/bin/env python # -*- coding: utf-8 -*- # ============================================================================= ## @file ostap/fitting/simfit.py # Helper classes to simplify simultaneous fit # @see RooSimultaneous # @author <NAME> <EMAIL> # @date 2018-11-23 # =========================================...
#!/usr/bin/python3 """ Compare two gedcom trees. Arguments: tree1file person1xref tree2file person2xref A person (child,partnermparent) which gets added in tree2 is not deteched, in order to do that run the program again reversing the order of the trees. This code is released under the MIT License: https://opens...
"""Miscellaneous internal PyJanitor helper functions.""" import functools import os import sys import warnings from typing import Callable, Dict, List, Union import numpy as np import pandas as pd from .errors import JanitorError def check(varname: str, value, expected_types: list): """ One-liner syntactic...
import numpy as np import itertools import raam import pickle from raam import features from scipy import cluster from warnings import warn def degradation(fun,charge,discharge): """ Constructs a capacity degradation function from given parameters. The functions are D- and D+: the anti-derivatives. Se...
# Copyright 2014 The Chromium OS Authors. All rights reserved. # Use of this source code is governed by a BSD-style license that can be # found in the LICENSE file. """Test external display with optional audio playback test. Description ----------- Verify the external display is functional. The test is defined by a ...
#! /usr/bin/env python """ Top-level script for evaluating models """ import numpy as np import logging import sys import torch import configargparse import copy import tempfile import os import random sys.path.append("/storage/homefs/ch19g182/anaconda3/lib/python3.8/site-packages/pytorch-fid-master/src/pytorch_fid"...
######################################################################################## # Copyright 2019-2021 <NAME> # # # # Licensed under the Apache License, Version 2.0 (the "License"...
#!/usr/bin/python import argparse import datetime import numpy as np import pickle import os import CLS_Clouds as CLS import scipy.stats parser = argparse.ArgumentParser(description='Process some integers.') parser.add_argument('--date', type=str, help='date on which the algorithm should be run') parser.add_argument(...
import copy import json import logging import os import pickle import random import statistics import sys import time import numpy as np import torch import yaml from inclearn.lib import factory from inclearn.lib import metrics, utils, results_utils from inclearn.lib.network import FeatureGenerator from inclearn.lib....
# Copyright 2017 The TensorFlow 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 applica...
## ## See COPYING file distributed along with the ncanda-data-integration package ## for the copyright and license terms ## """ Helper file storing all information that the different ASEBA forms require. Data shared between forms is defined in the top-level FormASEBA class, as are the data structures and function me...
import os import shutil import stat import time import shlex from subprocess import Popen, check_output, PIPE, CalledProcessError from threading import Timer from ...utils.security import switch_to_site_user from .models import Site from ..users.models import User, Group from django.conf import settings from django....
import sys import os.path import random import time sys.path.append(os.path.join(os.path.dirname(__file__), '.')) # This will allow us to place ships, etc import board import utils import ships import animations class Player: def __init__(self, **kwargs): self.board = board.Board(player=...
#!/usr/bin/env python3 # -*- coding: utf-8 -*- import re from Commands.Keys import Button, Direction, Hat from Commands.PythonCommandBase import PythonCommand # import numpy as np from scipy.sparse.csgraph import shortest_path # , floyd_warshall, dijkstra, bellman_ford, johnson from scipy.sparse import csr_matrix se...
from __future__ import print_function import random import math import numpy as np import torch import torchnet as tnt class FewShotDataloader: def __init__( self, dataset, nKnovel=5, nKbase=-1, nExemplars=1, nTestNovel=15*5, nTestBase=15*5, batch_...
import argparse from datetime import datetime import numpy as np import random import tensorflow as tf import socket import os import sys import h5py import struct BASE_DIR = os.path.join(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) sys.path.append(BASE_DIR) # model sys.path.append(os.path.join(BASE_DIR...
""" Pre-training Bidirectional Encoder Representations from Transformers ========================================================================================= This example shows how to pre-train a BERT model with Gluon NLP Toolkit. @article{devlin2018bert, title={BERT: Pre-training of Deep Bidirectional Transform...
import json, os, traceback as tb, numpy as np class UnsupportedCommandException(Exception): ''' Used to indicate that the given command is unsupported ''' def __init__(self,msg): self.message = msg super().__init__(self.message) class UnknownCommandException(Exception): ''' ...
# -*- coding: utf-8 -*- # Copyright 2018 The Chromium OS Authors. All rights reserved. # Use of this source code is governed by a BSD-style license that can be # found in the LICENSE file. """Python module to draw heat map for Chrome heat map is a histogram used to analyze the locality of function layout. This modul...
# starch: framework glue for selecting ISA-specific code at runtime # Copyright (c) 2020, FlightAware LLC. # All rights reserved. # See the LICENSE file for licensing terms. import sys import re import os import mako.lookup from functools import total_ordering from typing import Optional, Union, Iterable, Sequence, ...
import numpy as np import pytest import nept toy_array = np.array([10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20]) def test_find_nearest_idx(): assert nept.find_nearest_idx(toy_array, 13) == 3 assert nept.find_nearest_idx(toy_array, 11.49) == 1 assert nept.find_nearest_idx(toy_array, 11.51) == 2 assert...
# this program contains the following functions: # 1. find the mapping relationship between ctrl and drives. # 2. check each device by command sg_inq # 3. use FIO to write/read data # 4. check the PHY counter by GEM command # when should we run this program: # 1. sometimes, one drive goes wrong but we ge...
import socket, unittest, os, pickle, datetime from testlib import testutil, PygrTestProgram, SkipTest from pygr import seqdb, cnestedlist, metabase, mapping, logger, sqlgraph from pygr.downloader import SourceURL, GenericBuilder, uncompress_file, \ do_unzip, do_gunzip try: set except NameError: from sets ...
import warnings import torch import torch.nn as nn import torch.nn.functional as F from mmcv.cnn import ConvModule, xavier_init from mmcv.runner import auto_fp16 import numpy as np from timm.models.layers import DropPath, to_2tuple, trunc_normal_ from ..builder import NECKS class AdaptiveAngleConv(nn.Module): # def...
# -*- coding: utf-8 -*- äöü vim: ts=8 sts=4 sw=4 si et tw=79 """ thebops.svnurls: Split / unsplit Subversion URLs Supports the Subversion standard layout:: ^/ ... |- my.project | |- trunk | |- branches | | |- feature1 | | `- v1_0 | `- tags | `- v1.0 : Tags ...
import datetime import typing from uuid import UUID import attr from dbnd._core.constants import ( DbndTargetOperationStatus, DbndTargetOperationType, RunState, TaskRunState, UpdateSource, ) from dbnd._core.tracking.airflow_dag_inplace_tracking import AirflowTaskContext from dbnd._core.tracking.s...
# -*- coding: utf-8 -*- # --- # jupyter: # jupytext: # text_representation: # extension: .py # format_name: light # format_version: '1.5' # jupytext_version: 1.10.3 # kernelspec: # display_name: Python 3 # language: python # name: python3 # --- # + import math import os impo...
import tensorflow as tf import tensorflow.keras.layers as layers from tensorflow.keras.layers import Dense, Conv2D, BatchNormalization, Flatten, Dropout from tensorflow.keras import Model import os os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2' class Sampling(layers.Layer): def call(self, inputs): z_mean, z_sig...
import sys from PyQt5.QtWidgets import (QWidget, QToolButton, QApplication, QDesktopWidget, QGridLayout, QSplitter, QTreeWidget, QTreeWidgetItem, QMenu, QAction, QLineEdit, QInputDialog, QMessageBox, QRad...
import numpy as np import torch import dolfin as df from utils.conversions import Convert_ScipySparse_PyTorchSparse from fawkes.utils import AssembleBasisFunctionMatrix from bottleneck.utils import UnitGaussianKullbackLeiblerDivergence, relative_error from lamp.neuralnets import FeedforwardNeuralNetwork from bottlene...
import psycopg2 import psycopg2.extras import md5 def getOperator(conn,prefix=None,website=None): cur = conn.cursor(cursor_factory=psycopg2.extras.RealDictCursor) if website is None: website = 'http://www.example.com' if prefix is None: prefix = 'DINO' cur.execute(""" SELECT DISTINCT O...
## # .cluster - PostgreSQL cluster management ## """ Create, control, and destroy PostgreSQL clusters. postgresql.cluster provides a programmer's interface to controlling a PostgreSQL cluster. It provides direct access to proper signalling interfaces. """ import sys import os import errno import time import subprocess...
# coding=utf-8 # Copyright 2021 The Google Research Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicab...
# -*- coding: utf-8 -*- {{{ # vim: set fenc=utf-8 ft=python sw=4 ts=4 sts=4 et: # # Copyright 2018, SLAC / 8minutenergy / Kisensum. # # 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://...
# -*- coding: utf-8 -*- """ The MIT License (MIT) Copyright (c) 2018 Zuse Institute Berlin, www.zib.de Permissions are granted as stated in the license file you have obtained with this software. If you find the library useful for your purpose, please refer to README.md for how to cite IPET. @author: <NAME> """ impor...
# -*- coding: utf-8 -*- from __future__ import division import pickle import time from matplotlib.legend_handler import HandlerLine2D from classifier import CNNClassifier from ops import * from utils import * class WGAN_GP(object): model_name = "WGAN_GP" # name for checkpoint def __init__(self, sess, epoch, ba...
#!/usr/bin/env python3 from __future__ import print_function import sys import time import argparse import threading try: import readline except: pass import mufsim.stackitems as si import mufsim.gamedb as db import mufsim.utils as util from mufsim.logger import log, warnlog, set_output_command from mufsim....
from __future__ import unicode_literals from datetime import datetime from erpnext.controllers.accounts_controller import get_taxes_and_charges from frappe.model.mapper import get_mapped_doc from frappe.utils import add_days, today, date_diff, getdate, add_months from property.lease_invoice import getDueDate import cal...
from netCDF4 import Dataset import numpy as np import matplotlib as mpl from matplotlib.patches import Polygon from matplotlib.collections import PatchCollection import matplotlib.pyplot as plt from mpl_toolkits.axes_grid1 import make_axes_locatable import math degreesToRadians = math.pi / 180.0 #--------------------...
from difflib import get_close_matches import re import requests def regex_group(search, num, default=None): try: return search.group(num) except (AttributeError, IndexError): return default def regex_match(findall, num, default=None): try: return findall[num] except (TypeError...
#!/usr/bin/env python3 # # SPDX-License-Identifier: MIT # # This file is formatted with Python Black import click import logging import logging.config import os import re import sys import yaml from typing import Optional try: from gi.repository import GLib except ImportError: print( "GObject introsp...
from subprocess import call, PIPE, Popen from sys import stdin, stdout, platform, version_info from os import system from termios import tcgetattr, tcsetattr, TCSADRAIN from time import sleep from tty import setcbreak from dialog import Dialog d = Dialog(dialog="dialog") d.set_background_title("036 Creative Studios") ...
import os import pandas import math import ntpath from BirdRoostLocation.ReadData import Labels import numpy as np from BirdRoostLocation import utils from BirdRoostLocation.PrepareData import NexradUtils from BirdRoostLocation import LoadSettings as settings from BirdRoostLocation.BuildModels.CNN import model as shall...
from pynput.keyboard import Key, Listener import pygame.midi import turtle import threading # print is not allowed since when java call this file, print statement will break the keyboard listener def _pre_pre_process_key(key): key = str(key).lower() key = key.strip() if key == "'''": return "'" ...
import serial from serial.serialutil import SerialException import sys import time import logging import traceback import odrive from odrive.enums import * from odrive.utils import start_liveplotter, dump_errors import fibre default_logger = logging.getLogger(__name__) default_logger.setLevel(logging.DEBUG) # crea...
# -*- coding: utf-8 -*- """ http://www.sphinx-doc.org/en/stable/ext/doctest.html https://github.com/sphinx-doc/sphinx/blob/master/sphinx/ext/doctest.py * TODO ** CLEANUP: use the sphinx directive parser from the sphinx project """ import doctest import enum import re import sys import textwrap import traceback impor...
# -*- coding: UTF-8 -*- """ Created by louis at 2021/11/13 Description: Packed Padded Sequences, Masking, Inference and BLEU """ import torch import torch.nn as nn import torch.optim as optim import torch.nn.functional as F from torchtext.datasets import Multi30k from torchtext.data import Field, BucketIterator impor...
#!/usr/bin/env python3 from random import randint import argparse, sys sbox = [0x63,0x7c,0x77,0x7b,0xf2,0x6b,0x6f,0xc5,0x30,0x01,0x67,0x2b,0xfe,0xd7,0xab,0x76, 0xca,0x82,0xc9,0x7d,0xfa,0x59,0x47,0xf0,0xad,0xd4,0xa2,0xaf,0x9c,0xa4,0x72,0xc0, 0xb7,0xfd,0x93,0x26,0x36,0x3f,0xf7,0xcc,0x34,0xa5,0xe5,0xf1,0...
import numpy as np from scipy.stats import sem from uncertainties import ufloat import uncertainties.unumpy as unp import matplotlib.pyplot as plt import scipy.constants as sc from scipy.optimize import curve_fit #from pint import UnitRegistry import operator #u = UnitRegistry() #Q_ = u.Quantity Time_ges = 81591 #Bs...
from __future__ import division #kivy modules from kivy.app import App from kivy.animation import Animation from kivy.clock import Clock from kivy.base import EventLoop from kivy.core.window import Window from kivy.core.image import Image from kivy.graphics.instructions import RenderContext from kivy.graphics import...
#!/usr/bin/env python3 """vanguard_pdf_to_txns extracts transactions from Vanguard history web pages saved to PDF. Vanguard provides structured CSV and OFX files for only the last year. This provides structured data for the longer length of time that Vanguard provides history via web pages, in 10 year time intervals. ...
# bot.py import asyncio import concurrent.futures from concurrent.futures import CancelledError from typing import Optional import discord import logging import traceback import peewee from core.AbstractFrontend import AbstractFrontend, FrontendUserInfo from core.AbstractRadioEmitter import AbstractRadioEmitter fro...
#!/usr/bin/env python3 import gzip import io import pickle import os import sys from argparse import ArgumentParser try: from .version import SalmID_version except ImportError: SalmID_version = "version unknown" def reverse_complement(sequence): """return the reverse complement of a nucleotide (includi...
from enum import Enum, auto import torch from torch import Tensor from ..utils import parametrize from ..modules import Module from .. import functional as F from typing import Optional def _is_orthogonal(Q, eps=None): n, k = Q.size(-2), Q.size(-1) Id = torch.eye(k, dtype=Q.dtype, device=Q.device) # A r...
import hashlib import json import os import shutil import time from collections import Counter from pathlib import Path from typing import Dict, List, Optional, Set, Tuple, Union import numpy as np import pandas as pd from fire import Fire from pydantic import BaseModel from pydantic.main import Extra from tqdm import...
import copy import warnings import weakref import pandas as pd from woodwork.accessor_utils import ( _check_column_schema, _is_dataframe, _is_series, init_series, ) from woodwork.column_schema import ColumnSchema from woodwork.exceptions import ParametersIgnoredWarning, TypingInfoMismatchWarning from ...
r"""Main module that computes the optimal policy. """ import numpy as np from adapt_hypo_test.two_states import util from adapt_hypo_test.two_states.util import (nx_to_log_odds, m_to_r, pq_to_m, x_grid, lp_grid, log_p_log_q_to_m) from scipy.special import logsumexp def nop_reward(log_cond_reward, m, lp): r"""Co...
#!/usr/bin/env python3 # # 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 requir...
#!/usr/bin/env python import argparse import os import re import sys import readchar BOLD = "\033[1m" NORMAL = "\033[0m" UNDERLINE = "\033[4m" PURPLE = "\033[95m" CYAN = "\033[96m" DARKCYAN = "\033[36m" BLUE = "\033[94m" GREEN = "\033[92m" def _token_to_str(token): if isinstance(token, str): return tok...
# -*- coding: utf-8 -*- # BSD 3-Clause License # # Copyright (c) 2017, ColoredInsaneAsylums # 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...
#!/usr/bin/python ################################################################################# # # Copyright (c) 2009, <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: # * Redistrib...
import csv import itertools from django.conf import settings from django.contrib import messages from django.contrib.auth.decorators import login_required from django.contrib.contenttypes.models import ContentType from django.core.exceptions import FieldError from django.core.exceptions import ObjectDoesNotExist from ...
import os import stat import re import pdb from pathlib import Path import getpass import numpy as np import h5py as h5 import pandas as pd import subprocess from glob import glob from tqdm import tqdm from .dataset import _submit_slurm_job import shutil import yaml import threading import time from datetime import t...
import socket import struct import pickle import numpy as np import json import torch import torch.nn as nn from torch.optim import Adam, SGD, AdamW from threading import Thread import torch.nn.functional as F import time from torch.autograd import Variable import random import sys from sklearn.preprocessing import Min...