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import boto3
import requests

from urllib.parse import urlparse
import os
import urllib.request
import shutil


def download_url(url, file_name):

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def train(gan,
          num_iters,
          batch_size=128, 
          print_every=1,
          epochs=1,
          min_disc_acc = 0.5,
          min_gan_acc = 0.2,
          normal_noise=True,
          save_example_name=None,
          save_model_name=None,

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def train(gan,
          num_iters,
          batch_size=128, 
          print_every=1,
          epochs=1,
          min_disc_acc = 0.5,
          min_gan_acc = 0.2,
          normal_noise=True,
          save_example_name=None,
          save_model_name=None,

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import matplotlib.pyplot as plt

from keras.layers import Input, Dense, Lambda, Flatten, Reshape
from keras.models import Model
from keras import backend as K
from keras.callbacks import EarlyStopping

from keras import objectives
import numpy as np
from itertools import product

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# 2.8 Variational autoencoder (VAE)

import matplotlib.pyplot as plt
import matplotlib as mpl

from keras.layers import Input, Dense, Lambda, Flatten, Reshape
from keras.models import Model
from keras import backend as K
from keras.callbacks import EarlyStopping

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import os
from datetime import datetime as dt
from dateutil import parser

""" 
logs
	botrank
		[user]
			good
				summary

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import os
from datetime import datetime as dt
from dateutil import parser

### HELPERS
class NoYearHandlingParserInfo(parser.parserinfo):
	yearFirst=True
	def convertyear(self, year, *args, **kwargs):
		""" dateutils.parser.parse parses 1 as 2001. This corrects it to parse 1 as in 1AD """
		return int(year)

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//@flow
import CalcUtils from "./CalculatorUtils";
import {lastOrNull, isInArray} from './Utils';

import {DECIMAL, Operation} from "../core/Operations";
import {OperationType, OperationSubType, OperationArgs} from '../core/OperationTypes';

export default class Validator {

    static getLastEffectiveOperator(queue: Array<Operation>): Operation {

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	getResult(): string {
		const numbers: Array<Operation> = this.queue.filter(op => op.operationType === OperationType.Constant);
		const operatorsWithParenthesis = CalcUtils.getOperatorsWithParenthesis(this.queue);
		const evaluatedOps = this.evaluateParenthesis(operatorsWithParenthesis);
		try { 
			const out = this.evaluate(numbers, evaluatedOps, null);
			if (out !== null && out !== undefined) {
				return numberWithCommas(out.toString());
			} else {

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	getDisplay(): string {
		if (this.queue.length === 0) {
			return ' '
		}
		return this.queue.map(x => (
			x.operationType == OperationType.Constant && 
			!x.operationArgs.has(OperationArgs.PrintAsString)) ? 
				numberWithCommas(x.stringVal, false) : 
				x.stringVal).join(' ')
	}