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:
I hereby claim:
To claim this, I am signing this object:
#!/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 |
appt_data['No-show'] = pd.Series(np.where(appt_data['No-show'].values == 'Yes', 1, 0), | |
appt_data.index) |
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 |
appt_data['AppointmentDay'] = pd.to_datetime(appt_data['AppointmentDay']) | |
appt_data['AppointmentDotW'] = appt_data['AppointmentDay'].dt.dayofweek | |
appt_data['AppointmentDotW'].head() |
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 |
#!/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: |