andyljones

EXPLOSION

We live in a strange time.

Extraordinary events keep happening that undermine the stability of our world.

Suicide bombs, waves of refugees,

Donald Trump, Vladimir Putin, even Brexit.

andyljones

import scipy as sp
from scipy.special import gammaln

def log_marginal(p, n, alpha=2):
    """Log-marginal probability of `p` positive trials and `n` negative trials from a 
    beta-binomial model with prior strength `alpha`. See 
    
    http://www.cs.ubc.ca/~murphyk/Teaching/CS340-Fall06/reading/bernoulli.pdf
    
    for details.

andyljones

# -*- coding: utf-8 -*-
"""
To use this, drop the file 

'Full Results - Stack Overflow Developer Survey - 2015.csv'

from

https://drive.google.com/file/d/0Bzd_CzYvUxE5U1NSWnA2SFVKX00/view

andyljones

def work():
  print 0; yield
  print 1; yield
  print 2; yield

worker = work()
for i in range(2+1):
    next(worker)
    if i == 1: break

andyljones

# -*- coding: utf-8 -*-
"""
To use this, drop the file

'Full Results - Stack Overflow Developer Survey - 2015.csv'

from

https://drive.google.com/file/d/0Bzd_CzYvUxE5U1NSWnA2SFVKX00/view

andyljones

VAGRANTFILE_API_VERSION = "2"

Vagrant.configure(VAGRANTFILE_API_VERSION) do |config|
	config.vm.box = "debian7"
	config.vm.box_url = "https://dl.dropboxusercontent.com/s/xymcvez85i29lym/vagrant-debian-wheezy64.box"
	
	config.vm.network :forwarded_port, host: 4000, guest: 4000
	config.vm.provision :shell, :path => "bootstrap.sh"
	
	config.ssh.forward_agent = true