Davis David Davisy

## langdetect_probability.py
from langdetect import detect_langs

sentence = "Tanzania ni nchi inayoongoza kwa utalii barani afrika"

print(detect_langs(sentence))

## langdetect.py
from langdetect import detect

sentence = "Tanzania ni nchi inayoongoza kwa utalii barani afrika"

print(detect(sentence))

## web.php
<?php

use Illuminate\Support\Facades\Route;

Route::get('/','SpamController@show_form')->name('spam.form');

Route::post('/sms-spam-detect','SpamController@detect')->name('spam.detect');

## SpamController.php
<?php

namespace App\Http\Controllers;

use Illuminate\Http\Request;
use Algorithmia;

class SpamController extends Controller
{


## detect.php
<?php

use Algorithmia;

// perform spam detection
	public function detect(Request $request){

       // valaidate the input
		$this->validate($request, [
			'message' => 'required|string|min:25',

## show_form.php
<?php

// show form to write the sms message
	public function show_form()
	{
		return view('sms_spam_form');
	}

## sms_spam_result.blade.php
<html>
<head>
  <title>SMS Spam Prediction Results</title>
  <meta charset="utf-8" />
  <meta name="viewport" content="width=device-width, initial-scale=1" />
  <link
  rel="stylesheet"
  href="https://maxcdn.bootstrapcdn.com/bootstrap/3.4.0/css/bootstrap.min.css"
  />
  <style>

## sms_spam_form.blade.php
<html>
<head>
  <title>SMS Spam Prediction</title>
  <meta charset="utf-8" />
  <meta name="viewport" content="width=device-width, initial-scale=1" />
  <link
  rel="stylesheet"
  href="https://maxcdn.bootstrapcdn.com/bootstrap/3.4.0/css/bootstrap.min.css"
  />
  <script src="https://ajax.googleapis.com/ajax/libs/jquery/3.4.0/jquery.min.js"></script>

## load_hyperparameter_searches.py
# load your hyperparameter searches

study = joblib.load('optuna_searches/study.pkl')

## save_hyperparameter_searches.py
# save your hyperparameter searches

joblib.dump(study, 'optuna_searches/study.pkl')
	from langdetect import detect_langs

	sentence = "Tanzania ni nchi inayoongoza kwa utalii barani afrika"

	print(detect_langs(sentence))
	from langdetect import detect

	sentence = "Tanzania ni nchi inayoongoza kwa utalii barani afrika"

	print(detect(sentence))
	<?php

	use Illuminate\Support\Facades\Route;

	Route::get('/','SpamController@show_form')->name('spam.form');

	Route::post('/sms-spam-detect','SpamController@detect')->name('spam.detect');
	<?php

	namespace App\Http\Controllers;

	use Illuminate\Http\Request;
	use Algorithmia;

	class SpamController extends Controller
	{
	<?php

	use Algorithmia;

	// perform spam detection
	public function detect(Request $request){

	// valaidate the input
	$this->validate($request, [
	'message' => 'required\|string\|min:25',
	<?php

	// show form to write the sms message
	public function show_form()
	{
	return view('sms_spam_form');
	}
	<html>
	<head>
	<title>SMS Spam Prediction Results</title>
	<meta charset="utf-8" />
	<meta name="viewport" content="width=device-width, initial-scale=1" />
	<link
	rel="stylesheet"
	href="https://maxcdn.bootstrapcdn.com/bootstrap/3.4.0/css/bootstrap.min.css"
	/>
	<style>
	<html>
	<head>
	<title>SMS Spam Prediction</title>
	<meta charset="utf-8" />
	<meta name="viewport" content="width=device-width, initial-scale=1" />
	<link
	rel="stylesheet"
	href="https://maxcdn.bootstrapcdn.com/bootstrap/3.4.0/css/bootstrap.min.css"
	/>
	<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.4.0/jquery.min.js"></script>
	# load your hyperparameter searches

	study = joblib.load('optuna_searches/study.pkl')
	# save your hyperparameter searches

	joblib.dump(study, 'optuna_searches/study.pkl')