MattMcMurray

#!/usr/bin/env bash

# Source: https://gist.github.com/jordan-brough/48e2803c0ffa6dc2e0bd
# See also: https://stackoverflow.com/a/25095062/58876

# Download this script as "git-recent" (no extension), chmod it to be executable and put it in your
# path somewhere (e.g. /usr/bin). You can then use it via `git recent` from inside any git repo.

# Examples:

MattMcMurray

MattMcMurray

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MattMcMurray

from sklearn.model_selection import StratifiedShuffleSplit

# Let's create an age category
age_cat = np.ceil(appt_data['Age'] / 10)

# Let's group anybody >100yrs old into the 100 year old category, as they are outliers
age_cat.where(age_cat < 100, 100, inplace=True)

appt_data['AgeCategory'] = age_cat

MattMcMurray

appt_data['AppointmentDay'] = pd.to_datetime(appt_data['AppointmentDay'])
appt_data['AppointmentDotW'] = appt_data['AppointmentDay'].dt.dayofweek
appt_data['AppointmentDotW'].head()

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time_deltas = appt_data['AppointmentDay'] - appt_data['ScheduledDay']
appt_data['WaitingTime'] = time_deltas.copy()
appt_data['WaitingTime'] = appt_data['WaitingTime'].dt.days

# Interestingly, about 1/3 of appointments were booked AFTER they happened...
appt_data['WaitingTime'].where(
  appt_data['WaitingTime'] < pd.Timedelta(0)).count() / appt_data['WaitingTime'].count()
# 0.34894641128412063

MattMcMurray

appt_data['No-show'] = pd.Series(np.where(appt_data['No-show'].values == 'Yes', 1, 0), 
                                 appt_data.index)

MattMcMurray

#!/bin/bash

# https://www.digitalocean.com/community/tutorials/how-to-list-and-delete-iptables-firewall-rules

# First, set the default policies for each of the built-in chains to ACCEPT. 
# The main reason to do this is to ensure that you won't be locked out from your server via SSH:
sudo iptables -P INPUT ACCEPT
sudo iptables -P FORWARD ACCEPT
sudo iptables -P OUTPUT ACCEPT

MattMcMurray

Keybase proof

I hereby claim:

• I am mattmcmurray on github.
• I am norimamathieu (https://keybase.io/norimamathieu) on keybase.
• I have a public key ASCQNN8aQuZztW-gkXJ1VUF7TsCJPXO1DizREm93jlz5NAo

To claim this, I am signing this object: