pmbaumgartner’s gists

pmbaumgartner / HOW TO DISPLAY P-VALUES TO A HIGHER NUMBER OF DECIMAL PLACES

Last active December 21, 2015 16:39

HOW TO DISPLAY P-VALUES TO A HIGHER NUMBER OF DECIMAL PLACES - http://www.sas.com/offices/europe/uk/support/sas-hints-tips/pvalues.html

	/the pvalue10.7 below is where you change the number of decimal places you want./
	/the default value here will give you 10 digits to the 7th decimal place./

	ods path sasuser.templat(update) sashelp.tmplmst(read);
	proc template;
	edit Common.PValue;
	notes "Default p-value column";
	just = r;
	format = pvalue10.7;
	end;

pmbaumgartner / proc export to csv

Last active December 22, 2015 08:19

PROC EXPORT to Comma Separated Values (.csv) file

	libname data "your-data-location";

	proc export data=data.dataset
	outfile="your-data-location\filename.csv"
	dbms=csv;
	run;

pmbaumgartner / Logistic Regression

Last active March 13, 2019 15:40

Tutorial on Logistic Regression

	{
	"cells": [
	{
	"cell_type": "markdown",
	"metadata": {},
	"source": [
	"##Logistic Regression - Python Demonstration\n",
	"This script will run a logistic regression on our demo dataset. The goal is to predict whether a customer will buy a subscription to a magazine based on a number of factors.\n",
	"\n",
	"###Steps:\n",

pmbaumgartner / gist:f6e68af5e24a236bdc41

Created July 24, 2015 13:37

kNN Tutorial

	{
	"cells": [
	{
	"cell_type": "markdown",
	"metadata": {},
	"source": [
	"##K-Nearest Neighbors - Python Demonstration\n",
	"This script will run a k-Nearest Neighbors algorithm on our demo dataset. The goal is to classify a `Favorable` or `Unfavorable` response based on a customer's `Age` and `Sales` variables.\n",
	"\n",
	"###Steps:\n",

pmbaumgartner / slack_slash-hello_world.py

Last active December 15, 2015 01:49

creating a simple hello world app for a Slack slash command.

	from flask import Flask
	import os

	app = Flask(__name__)

	@app.route("/hello", methods=['POST'])
	def hello():
	return "Hello World!"

	if __name__ == '__main__':

pmbaumgartner / slack_slash-hello_world_json.py

Last active December 15, 2015 17:51

Creating a JSON Response to a Slack Slash Request

	from flask import Flask, request, make_response
	import json
	import os

	app = Flask(__name__)

	@app.route("/hello", methods=['POST'])
	def hello():

	# grab the post request

pmbaumgartner / sklearn_custom_scorer_labels.py

Last active August 14, 2018 17:12

Making a custom scorer in sklearn that only looks at certain labels when calculating model metrics. For example: This creates a f1_macro scorer object that only looks at the '-1' and '1' labels of a target variable.

	from sklearn.metrics import f1_score, make_scorer
	scorer = make_scorer(f1_score, labels=[-1, 1], average='macro')

	# use like:
	cv = cross_val_score(model, X, Y, scoring=scorer)

pmbaumgartner / vncboot

Created June 4, 2016 13:17

start vnc server on boot

	#! /bin/sh
	# /etc/init.d/vncboot

	### BEGIN INIT INFO
	# Provides: vncboot
	# Required-Start: $remote_fs $syslog
	# Required-Stop: $remote_fs $syslog
	# Default-Start: 2 3 4 5
	# Default-Stop: 0 1 6
	# Short-Description: Start VNC Server at boot time

pmbaumgartner / vncsetup

Last active June 4, 2016 19:05

acquiring tightvnc server

	sudo aptitude update
	sudo aptitude upgrade
	sudo apt-get install tightvncserver

	sudo su

	wget https://gist.githubusercontent.com/pmbaumgartner/b897116f50cc9f73430f636523021d48/raw/52113a87979e7b012c4d79e9e1afda068de455b5/vncboot -O /etc/init.d/vncboot

	chmod 755 /etc/init.d/vncboot

pmbaumgartner / opencv

Last active June 4, 2016 15:16

opencv setup

	JOBS=`lscpu \| awk ' /CPU$s$:/ {print $2}' \| head -n1` # Sets the amount of jobs when compiling to the detected amount of cores

	echo "Now downloading OpenCV from github..."
	git clone https://github.com/Itseez/opencv.git
	git clone https://github.com/Itseez/opencv_contrib.git
	cd opencv
	mkdir build
	cd build

	cmake -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=/usr/local -D BUILD_NEW_PYTHON_SUPPORT=ON -D WITH_TBB=ON -D BUILD_TBB=ON -D WITH_V4L=ON -D INSTALL_C_EXAMPLES=OFF -D INSTALL_PYTHON_EXAMPLES=ON -D BUILD_EXAMPLES=ON -D WITH_QT=ON -D WITH_OPENGL=ON -D OPENCV_EXTRA_MODULES_PATH=~/opencv_contrib/modules ..

	JOBS=`lscpu \| awk ' /CPU\(s\):/ {print $2}' \| head -n1` # Sets the amount of jobs when compiling to the detected amount of cores

	echo "Now downloading OpenCV from github..."
	git clone https://github.com/Itseez/opencv.git
	git clone https://github.com/Itseez/opencv_contrib.git
	cd opencv
	mkdir build
	cd build

	cmake -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=/usr/local -D BUILD_NEW_PYTHON_SUPPORT=ON -D WITH_TBB=ON -D BUILD_TBB=ON -D WITH_V4L=ON -D INSTALL_C_EXAMPLES=OFF -D INSTALL_PYTHON_EXAMPLES=ON -D BUILD_EXAMPLES=ON -D WITH_QT=ON -D WITH_OPENGL=ON -D OPENCV_EXTRA_MODULES_PATH=~/opencv_contrib/modules ..

Peter Baumgartner pmbaumgartner