drbh drbh

## explore.ipynb

      
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                / explore.ipynb
            
            
              Created
              January 3, 2020 00:40
            
              
                Create some fake person spending data and get weekly and monthly summaries in a notebook
              
          
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## app.ipynb

      
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                / app.ipynb
            
            
              Created
              December 11, 2019 02:51
            
              
                Checking out the VIX performance by comparing weekly changes
              
          
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## using-bert-score-for-chatbots.ipynb

      
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                / using-bert-score-for-chatbots.ipynb
            
            
              Created
              December 5, 2019 15:10
            
              
                A simple way to use BERTScore to find the best FAQ response
              
          
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## phoenix_gov_faq.csv
,question,answer
0,Is there a charge for a verifier to obtain the verification of an employee's employment information?,"Verifiers pay a fee directly to the Work Number for employment verifications. City of Phoenix employees should not ever have to pay a fee. If you believe you have been charged a fee by a lender or other requestor for the verification of your employment, please contact Human Resources at 602-262-6608 or via e-mail at hrcenter@phoenix.gov. The vendor - The Work Number - does not charge the City a fee for providing this service."
1,What security measures are in place to protect my personal information?,"The database system that stores employees' personal data is isolated from the Internet with firewall technology and personal data is not stored on the Web server. Transactions conducted using the Web application are encrypted; security patches are installed as well. You can find more information about the security of The Work Number by logging onto their website, www.theworknumber.com."
2,"Afte

## phoenix_gov_faq.py
from bs4 import BeautifulSoup
import requests
import pandas as pd

# function to remove non-ASCII
def remove_non_ascii(text):
    return ''.join(i for i in text if ord(i)<128)

def extract_question_text(s):
    html_tree = BeautifulSoup(s, "lxml").find("div")

## mutex_pool.rs
#![feature(drop_types_in_const)]
use std::sync::{Mutex, MutexGuard};

#[macro_use]
extern crate lazy_static;

lazy_static! {
  static ref POOL: Mutex<Vec<Obj>> = Mutex::new(vec![]);
}

## smallest-flask.py
from flask import Flask
app = Flask(__name__)


@app.route('/')
def hello():
    return "Hello World!"

if __name__ == '__main__':
    app.run()

## inline-b64-wasm-flate-inline-loadin.js
// https://www.npmjs.com/package/base64-arraybuffer
const chars = "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/";

// Use a lookup table to find the index.
const lookup = new Uint8Array(256);
for (let i = 0; i < chars.length; i++) {
    lookup[chars.charCodeAt(i)] = i;
}

function decode(base64) {

## querying_postgres_from_python.py
from sqlalchemy import create_engine
import pandas as pd

engine = create_engine(
    'postgresql://postgres:YOURPASSWORDHERE@*.*.*.*.us-west-2.compute.amazonaws.com:5432/postgres')

frame = pd.read_sql('SELECT * FROM my_table LIMIT 10', engine)

## wasm-flate-web-worker.js
<!DOCTYPE html>
<html>

<head>
    <meta charset="utf-8" />
</head>

<body>
    <input type="button" value="Test" onclick="OnClickTest();" />
    <script id="scriptWorker" type="javascript/worker">
	,question,answer
	0,Is there a charge for a verifier to obtain the verification of an employee's employment information?,"Verifiers pay a fee directly to the Work Number for employment verifications. City of Phoenix employees should not ever have to pay a fee. If you believe you have been charged a fee by a lender or other requestor for the verification of your employment, please contact Human Resources at 602-262-6608 or via e-mail at hrcenter@phoenix.gov. The vendor - The Work Number - does not charge the City a fee for providing this service."
	1,What security measures are in place to protect my personal information?,"The database system that stores employees' personal data is isolated from the Internet with firewall technology and personal data is not stored on the Web server. Transactions conducted using the Web application are encrypted; security patches are installed as well. You can find more information about the security of The Work Number by logging onto their website, www.theworknumber.com."
	2,"Afte
	from bs4 import BeautifulSoup
	import requests
	import pandas as pd

	# function to remove non-ASCII
	def remove_non_ascii(text):
	return ''.join(i for i in text if ord(i)<128)

	def extract_question_text(s):
	html_tree = BeautifulSoup(s, "lxml").find("div")
	#![feature(drop_types_in_const)]
	use std::sync::{Mutex, MutexGuard};

	#[macro_use]
	extern crate lazy_static;

	lazy_static! {
	static ref POOL: Mutex<Vec<Obj>> = Mutex::new(vec![]);
	}
	from flask import Flask
	app = Flask(__name__)


	@app.route('/')
	def hello():
	return "Hello World!"

	if __name__ == '__main__':
	app.run()
	// https://www.npmjs.com/package/base64-arraybuffer
	const chars = "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/";

	// Use a lookup table to find the index.
	const lookup = new Uint8Array(256);
	for (let i = 0; i < chars.length; i++) {
	lookup[chars.charCodeAt(i)] = i;
	}

	function decode(base64) {
	from sqlalchemy import create_engine
	import pandas as pd

	engine = create_engine(
	'postgresql://postgres:YOURPASSWORDHERE@....us-west-2.compute.amazonaws.com:5432/postgres')

	frame = pd.read_sql('SELECT * FROM my_table LIMIT 10', engine)
	<!DOCTYPE html>
	<html>

	<head>
	<meta charset="utf-8" />
	</head>

	<body>
	<input type="button" value="Test" onclick="OnClickTest();" />
	<script id="scriptWorker" type="javascript/worker">