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simplymathematics / eeg_clean.py
Created April 6, 2019 23:45
Cleans some eeg data
import pandas as pd
import numpy as np
import sys
import argparse
import time
def eeg_clean(file_input, file_output):
data1 = pd.read_csv(file_input, sep = ';')
data1.dropna(inplace = True)
@simplymathematics
simplymathematics / global_internet_data.md
Created April 11, 2019 02:22

Proposal

Global Internet Data

Problem

I want to build a chloropleth map that shows various internet usage statistics around the world.

Motivation

The digital divide is real and mapping it is an important first step

Data

World Bank Data I can use the api at the World Bank to collect statistics for various data points.

@simplymathematics
simplymathematics / bridge-conf
Created May 9, 2019 11:16 — forked from Belphemur/bridge-conf
Configuration and scripts for OpenVPN in Bridged Mode. Script to generate new client (with their keys and configuration file for OpenVPN). Script to manage the bridge. Configuration for systemd to start/stop the OpenVPN with Brige.
#!/bin/bash
# Define physical ethernet interface to be bridged
# with TAP interface(s) above.
eth="eth0"
eth_ip="192.168.42.2"
eth_netmask="255.255.255.0"
eth_broadcast="192.168.42.255"
eth_gateway="192.168.42.1"
eth_mac="XX:XX:XX:XX:XX:XX"
@simplymathematics
simplymathematics / who.csv
Created May 25, 2019 04:02
Country LifeExp InfantSurvival Under5Survival TBFree PropMD PropRN PersExp GovtExp TotExp
Afghanistan 42 0.835 0.743 0.99769 0.000228841 0.000572294 20 92 112
Albania 71 0.985 0.983 0.99974 0.001143127 0.004614439 169 3128 3297
Algeria 71 0.967 0.962 0.99944 0.001060478 0.002091362 108 5184 5292
Andorra 82 0.997 0.996 0.99983 0.003297297 0.0035 2589 169725 172314
Angola 41 0.846 0.74 0.99656 7.04E-05 0.001146162 36 1620 1656
Antigua and Barbuda 73 0.99 0.989 0.99991 0.000142857 0.00277381 503 12543 13046
Argentina 75 0.986 0.983 0.99952 0.002780191 0.000741044 484 19170 19654
Armenia 69 0.979 0.976 0.9992 0.003698671 0.004918937 88 1856 1944
Australia 82 0.995 0.994 0.99993 0.002331953 0.009149391 3181 187616 190797
@simplymathematics
simplymathematics / Thesis Ideas
Last active August 28, 2019 00:45
# Librerouter Testing and Coverage Mapping
Pros: Very useful, great portfolio piece, front-end/db/rest practice. Light C++/Sh development. Distributed development.
Cons: Hardware dependency, very hard to accurately test a large coverage map without deploying code to a target system
Data: From libremap.net, collected in real-time on target hardware, or simulated with qemu
Goal: Front-end application for displaying real-time service data as fed from target hardware
# Real-time Chat Bot
Pros: Fun hack, great portfolio piece, tensorflow RT practice
Cons: Expensive, no immediate value to market or open source project
Data:
@simplymathematics
simplymathematics / Thesis Proposal
Created September 4, 2019 00:28
# Facial Recognition and Combatting Sampling Bias
## Executive Summary
Data:
Potentially:https://www.nist.gov/srd/nist-special-database-18
National Institute for Standards dataset for mugshots.
Potentially: https://lionbridge.ai/datasets/5-million-faces-top-15-free-image-datasets-for-facial-recognition/
Potentially: http://robotics.csie.ncku.edu.tw/Databases/FaceDetect_PoseEstimate.htm
Other Faces in the wild
@simplymathematics
simplymathematics / gist:9153d02d5c1c135e236192fbcce1665b
Created February 19, 2020 17:52
faults_data.csv
This file has been truncated, but you can view the full file.
"EXTERNALTICKETNUMBER";"ACCOUNT";"TICKETDATE";"ACTUALSTARTDATETIME";"ACTUALFINISHDATETIME";"TICKETCLASS";"HOSTNAME";"APPORSYSID";"OSNAME";"OSCLASS";"MACHINECLASS";"ARCHITECTURE";"TAD";"PROCTYPE";"PHYSICALMEMORY";"OsType";"MachineType";"Vendor";"ResolutionClass";"MachineTypeSRM";"CPU_PCT";"MEM_PCT";"N_CPU";"MEM_GB";"N_VMS";"CAPACITY_GB";"USED_GB";"USED_PCT";"FREE_PCT";"N_DISKS";"TOT_KPPS";"TOT_KBPS";"N_OFF";"MonitoringStartDate"
"3684ef4cdd667417c443dbb60a3c6966";"E";"2012-07-01 01:09:00";"2012-07-01 01:21:00";"2012-07-01 02:45:00";"Crash";"d5e6b5d344903dd1561522e75631ab76";"d477ed4917e27d9a48172b195f764cb2";"Microsoft Windows";"Microsoft Windows 2003";"VIRTUAL_MACHINE";NULL;"0000-00-00";"Intel(R) Xeon(R) CPU X5670 @ 2.93GHz";"3839";"Windows";"VM";NULL;"Reboot";"VM";NULL;NULL;NULL;NULL;NULL;"85.33718";"20.03126";"23.473074690304976";"76.52694288702767";"3";"155.24776";"52.75020000000001";"2";"2011-01-31"
"1beada3ebe9217583e8028acf668c985";"E";"2012-07-01 02:59:00";"2012-07-01 03:00:00";"2012-07-01 0
@simplymathematics
simplymathematics / choco-cmd
Created June 16, 2020 21:27
@"%SystemRoot%\System32\WindowsPowerShell\v1.0\powershell.exe" -NoProfile -InputFormat None -ExecutionPolicy Bypass -Command " [System.Net.ServicePointManager]::SecurityProtocol = 3072; iex ((New-Object System.Net.WebClient).DownloadString('https://chocolatey.org/install.ps1'))" && SET "PATH=%PATH%;%ALLUSERSPROFILE%\chocolatey\bin"
choco install wget
wget
@simplymathematics
simplymathematics / adversarial_data_sets.md
Created October 6, 2020 21:44
Some datasets useful for evaluating evasion attacks
@simplymathematics
simplymathematics / keybase.md
Created June 27, 2021 18:54

Keybase proof

I hereby claim:

  • I am simplymathematics on github.
  • I am simplymathematic (https://keybase.io/simplymathematic) on keybase.
  • I have a public key ASDdXBYOOtb-8BaMAfRlTCdDW9vR8at5wdMs6xGGq3HhCwo

To claim this, I am signing this object: