Chelimin

from collections import defaultdict
food_list = 'spam spam ham ham ham spam eggs spam'.split()
counter = defaultdict(int) # default value of int is 0

for food in food_list:
  counter[food] += 1 # increment element's value by 1
    
print counter

# word_counts = counter.items()

Chelimin

require 'rails_helper'

describe UsersController, :type => :controller do
  before do
    @user = User.create!(email: "test@email.com", password: "test123")
  end

  describe "GET #show" do
    context "User is logged in" do
      before do

Chelimin

Interactive Machine Learning

Taught by Brad Knox at the MIT Media Lab in 2014. Course website. Lecture and visiting speaker notes.

• Power to the People: The Role of Humans in Interactive Machine Learning by Knox, Cakmak, Kulesza, Amershi, and Lau
• A Few Useful Things to Know about Machine Learning by Domingos
• Machine Learning that Matters by Wagstaff
• Beyond Concise and Colorful: Learning Intelligible Rules by Pazzani et al.
• [Designing Games with a Purpose] (https://www.cs.cmu.edu/~biglou/GWAP_CACM.pdf) by von Ahn and Dabbish
• [Human Model Evaluation in Interactive Supervised