beatobongco

import re
import math
import enchant
d = enchant.Dict("en_US")

def replace_noneng_sents(text: str, replace_with_spaces=True,
                   split_regex=r"[\.\。\!\?\？]", 
                   clean_regex=r"[^a-zA-Z\']",
                   threshold=0.5,
                   debug=False) -> str:

beatobongco

General

• Deep dive into actual practice https://www.fast.ai/
• Datasets and challenges https://www.kaggle.com/
• Project ideas https://github.com/NirantK/awesome-project-ideas
• Essential theory https://www.coursera.org/learn/machine-learning
• Rapid experimentation with neural networks https://keras.io/
• Deep Learning with Keras by Francois Chollet https://www.amazon.com/Deep-Learning-Keras-Implementing-learning/dp/1787128423
• Follow this dude for cool ML tutorials https://twitter.com/iamtrask

Transfer Learning

beatobongco

// Create an interval which will keep scrolling downwards
const interval = setInterval(() => {
  window.scrollTo(0, document.body.scrollHeight)
}, 250)

// If there are no more items, you can call `clearInterval(interval)` to stop scrolling

// Now copy the below code to scrape data and download a file containing the data
;(() => {
  // Define a function to scrape elements we want

beatobongco

beatobongco

-- get hours on a project, 0 is no hours
SELECT
  name,
  ifnull(SUM(w.hours),
    0) AS hours
FROM (
  SELECT
    DISTINCT(name),
    id,
    0 AS hours

beatobongco

import shutil
import random
from pathlib import Path
from typing import List


def dataset_splitter(output_dir: str = 'output', classes: List[str] = [], num_train=0, num_validation=0):
  """In the current directory, take files of a class and randomly copy a certain number of training examples

  and validation examples into a new output directory.

beatobongco

var cool = null

$.get('https://beatobongco.com/book-highlights/book/shoe-dog', function(a) { 
var el = document.createElement('html')
  el.innerHTML = a
  cool = el
})

$('#raw-notes', cool).text() // gets contentes of div with id raw-notes

beatobongco

//  1. Enter sheet name where data is to be written below
        var SHEET_NAME = "Sheet1";
         
//  2. Run > setup
//
//  3. Publish > Deploy as web app
//    - enter Project Version name and click 'Save New Version'
//    - set security level and enable service (most likely execute as 'me' and access 'anyone, even anonymously)
//
//  4. Copy the 'Current web app URL' and post this in your form/script action

beatobongco

.test {
  width: 100%;
}

beatobongco

function Queue() {
  this._sleep = 0
  this.add = function(f, sleep) {
    this._sleep += sleep
    setTimeout(function(){
      f()
    }, this._sleep)
  }
}