jacobeturpin’s gists

jacobeturpin / aws_sso.py

Created December 14, 2020 19:13 — forked from sgtoj/aws_sso.py

AWS SSO Credentials File Updater for AWS SDKs

	#!/usr/bin/env python3

	import json
	import os
	import sys
	from configparser import ConfigParser
	from datetime import datetime
	from pathlib import Path

	import boto3

jacobeturpin / sample.py

Created November 2, 2020 21:13

Sample and Read CSV using Pandas

	"""Sample and read sample into pandas"""

	import subprocess
	import urllib

	import pandas as pd

	# City of Raleigh, NC Open Data -- Building Permits (2020-11-02)
	URI = "https://opendata.arcgis.com/datasets/bdfad82b15344d37beb28d7f90b6c4be_0.csv"
	FULL_FN = "full-dataset.csv"

jacobeturpin / click-example.py

Created October 6, 2020 00:52

	#!/usr/bin/env python
	"""
	Simple Click example
	"""
	import click

	@click.command()
	@click.option('--km', default=1, help='Number of kilometers')
	@click.option('--dec', default=2, help='Number of digits after decimal')
	def km_to_mi(km, dec):

jacobeturpin / example-img-bbox.jpg

Last active April 21, 2020 19:46

Example of using AWS Rekognition to identify and draw bounding boxes for faces

jacobeturpin / xor_keras.py

Created January 18, 2020 22:50

XOR Gate in Keras

	"""Implementation of XOR Gate Using Keras"""

	import numpy as np
	from tensorflow.keras.models import Sequential
	from tensorflow.keras.layers import Dense

	inputs = np.array([
	[0, 0],
	[0, 1],
	[1, 0],

jacobeturpin / boston.csv

Created October 10, 2019 01:18

Boston Housing Dataset

neighborhood	crim	zn	indus	chas	nox	rooms	age	dis	rad	tax	ptratio	lstat	mv
Nahant	0.00632	18	2.31	0	0.538	6.575	65.2	4.09	1	296	15.3	4.98	24
Swampscott	0.02731	0	7.07	0	0.469	6.421	78.9	4.9671	2	242	17.8	9.14	21.6
Swanpscott	0.02729	0	7.07	0	0.469	7.185	61.1	4.9671	2	242	17.8	4.03	34.7
Marblehead	0.03237	0	2.18	0	0.458	6.998	45.8	6.0622	3	222	18.7	2.94	33.4
Marblehead	0.06905	0	2.18	0	0.458	7.147	54.2	6.0622	3	222	18.7	5.33	36.2
Marblehead	0.02985	0	2.18	0	0.458	6.43	58.7	6.0622	3	222	18.7	5.21	28.7
Salem	0.08829	12.5	7.87	0	0.524	6.012	66.6	5.5605	5	311	15.2	12.43	22.9
Salem	0.14455	12.5	7.87	0	0.524	6.172	96.1	5.9505	5	311	15.2	19.15	22.1
Salem	0.21124	12.5	7.87	0	0.524	5.631	100	6.0821	5	311	15.2	29.93	16.5

jacobeturpin / bank.csv

Created October 5, 2019 17:49

We can make this file beautiful and searchable if this error is corrected: No commas found in this CSV file in line 0.

	"age";"job";"marital";"education";"default";"balance";"housing";"loan";"contact";"day";"month";"duration";"campaign";"pdays";"previous";"poutcome";"response"
	30;"unemployed";"married";"primary";"no";1787;"no";"no";"cellular";19;"oct";79;1;-1;0;"unknown";"no"
	33;"services";"married";"secondary";"no";4789;"yes";"yes";"cellular";11;"may";220;1;339;4;"failure";"no"
	35;"management";"single";"tertiary";"no";1350;"yes";"no";"cellular";16;"apr";185;1;330;1;"failure";"no"
	30;"management";"married";"tertiary";"no";1476;"yes";"yes";"unknown";3;"jun";199;4;-1;0;"unknown";"no"
	59;"blue-collar";"married";"secondary";"no";0;"yes";"no";"unknown";5;"may";226;1;-1;0;"unknown";"no"
	35;"management";"single";"tertiary";"no";747;"no";"no";"cellular";23;"feb";141;2;176;3;"failure";"no"
	36;"self-employed";"married";"tertiary";"no";307;"yes";"no";"cellular";14;"may";341;1;330;2;"other";"no"
	39;"technician";"married";"secondary";"no";147;"yes";"no";"cellular";6;"may";151;2;-1;0;"unknown";"no"
	41;"entrepreneur";"married";"tertiary";"no

jacobeturpin / mspa-survey-data.csv

Created September 26, 2019 01:48

We can make this file beautiful and searchable if this error is corrected: It looks like row 3 should actually have 41 columns, instead of 27 in line 2.

	RespondentID,Personal_JavaScalaSpark,Personal_JavaScriptHTMLCSS,Personal_Python,Personal_R,Personal_SAS,Professional_JavaScalaSpark,Professional_JavaScriptHTMLCSS,Professional_Python,Professional_R,Professional_SAS,Industry_JavaScalaSpark,Industry_JavaScriptHTMLCSS,Industry_Python,Industry_R,Industry_SAS,Python_Course_Interest,Foundations_DE_Course_Interest,Analytics_App_Course_Interest,Systems_Analysis_Course_Interest,Courses_Completed,PREDICT400,PREDICT401,PREDICT410,PREDICT411,PREDICT413,PREDICT420,PREDICT422,PREDICT450,PREDICT451,PREDICT452,PREDICT453,PREDICT454,PREDICT455,PREDICT456,PREDICT457,OtherPython,OtherR,OtherSAS,Other,Graduate_Date
	5135740122,0,0,0,50,50,0,0,0,25,75,0,0,0,50,50,50,90,51,50,NA,,,,,,,,,,,,,,,,,,,,
	5133300037,10,10,50,30,0,25,25,30,20,0,20,25,40,15,0,20,50,90,50,6,PREDICT 400 Math for Modelers (Python),PREDICT 401 Introduction to Statistical Analysis (R),PREDICT 410 Regression and Multivariate Analysis (SAS),PREDICT 411 Generalized Linear Models (SAS),,PREDICT 420 Database Systems

Jacob Turpin jacobeturpin