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class EarlyStopping(object):
    def __init__(self, mode='min', min_delta=0, patience=10, percentage=False):
        self.mode = mode
        self.min_delta = min_delta
        self.patience = patience
        self.best = None
        self.num_bad_epochs = 0
        self.is_better = None
        self._init_is_better(mode, min_delta, percentage)

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""" Python 3 implementation of Deep Learning book early stop algorithm.
    @book{Goodfellow-et-al-2016,
        title={Deep Learning},
        author={Ian Goodfellow and Yoshua Bengio and Aaron Courville},
        publisher={MIT Press},
        note={\url{http://www.deeplearningbook.org}},
        year={2016}
    }
"""

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Work in Progress: More testing to be done.
At a glance Authentication, Activation, Throttle, Groups & Permissions seem to 
be working.

Downside: Copy and modify files.
Upside: Not really much work to get it up and running.

Assumes you have Laravel 5.1, jenssegers/laravel-mongodb + session addon set up
and your app is namespaced to App/

pralhadstha

import {Routes, Route} from "@angular/router";
import {Injectable} from "@angular/core";

@Injectable()
export class RouteLinkProviderService {
    protected routes: Routes;

    protected routesByComponents = new Map<any, any>();

    constructor(routes: Routes) {

pralhadstha

import android.util.Base64;

import com.google.gson.Gson;
import com.hpsaturn.robotsanta.Config;
import com.hpsaturn.robotsanta.models.MailGunResponse;

import retrofit.Callback;
import retrofit.RestAdapter;
import retrofit.converter.GsonConverter;
import retrofit.http.Field;

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gulpfile.js

const elixir = require('laravel-elixir');

require('laravel-elixir-vue');
require('laravel-elixir-vueify');

elixir.config.sourcemaps = false;

elixir(mix => {

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parameters
    --level=psr2 --verbose fix $FileDir$/$FileName$
working directory
    $ProjectFileDir$

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paladin@my-PC:~/Desktop/my-site$ composer update

php artisan clear-compiled Loading composer repositories with package information Updating dependencies (including require-dev)

• Removing symfony/css-selector (v3.0.2)

• Installing symfony/css-selector (v3.0.3) Loading from cache

• Removing symfony/polyfill-mbstring (v1.1.0)

• Installing symfony/polyfill-mbstring (v1.1.1)

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paladin@my-PC:~/Desktop/my-site$ composer install Loading composer repositories with package information Installing dependencies (including require-dev) from lock file Warning: The lock file is not up to date with the latest changes in composer.json. You may be getting outdated dependencies. Run update to update them.

• Installing nikic/php-parser (v2.0.0) Loading from cache

• Installing classpreloader/classpreloader (3.0.0) Loading from cache

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#!/usr/bin/env python3
# -*- coding: utf-8 -*-
#
# Copyright (c) 2016, Alexis Nootens <me@axn.io>
#
# Permission to use, copy, modify, and/or distribute this software for any
# purpose with or without fee is hereby granted, provided that the above
# copyright notice and this permission notice appear in all copies.
#
# THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH