Ryan Harter harterrt

## bootstrap.py
def basic_bootstrap(data, f):
  point_estimate = f(data)
  bootstraps = [
    f(data.resample(frac=1, resample=True)) - point_estimate
    for x in 100
  ]

  return(
    point_estimate,
    point_estimate - bootstraps.quantile(0.05),

## probabilistic_counts.ipynb

      
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                harterrt
                / probabilistic_counts.ipynb
            
            
              Created
              April 27, 2018 18:51
            
          
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## atmo_connect.sh
function atmo_connect {
# Connects to first ATMO instance owned by harter
# Be sure the AWS CLI has default availability-zone of 'us-west-2'
    instance=`aws ec2 describe-instances \
        --filters Name=tag:Owner,Values=rharter@mozilla.com \
        --query Reservations[0].Instances[0].NetworkInterfaces[0].Association.PublicDnsName
    `
    ssh "hadoop@${instance//\"/}"
}
	def basic_bootstrap(data, f):
	point_estimate = f(data)
	bootstraps = [
	f(data.resample(frac=1, resample=True)) - point_estimate
	for x in 100
	]

	return(
	point_estimate,
	point_estimate - bootstraps.quantile(0.05),
	function atmo_connect {
	# Connects to first ATMO instance owned by harter
	# Be sure the AWS CLI has default availability-zone of 'us-west-2'
	instance=`aws ec2 describe-instances \
	--filters Name=tag:Owner,Values=rharter@mozilla.com \
	--query Reservations[0].Instances[0].NetworkInterfaces[0].Association.PublicDnsName
	`
	ssh "hadoop@${instance//\"/}"
	}