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followers: 32.0 following: 31.0 repos: 39.0 gists: 9.0

Name: Zachary A Estela

Type: User

Bio: Machine Learning Engineer, interested in open source data science for social good.

Location: Seattle, WA

Zachary A Estela's Projects

arcpy-gis-iterator

Iterate through data subsets to produce production-ready MXDs with one to many labelling schema

arduino-serial-graph-mpl

Tools for plotting accelerometer data in real time: ino file for MPU 6050 6 DOF IMU, python script for real time graphing of accel vals, python script for real-time serial connection

are-you-fake-news

Bias detection in the news. Back and front end for areyoufakenews.com

azure_utils

azure VM utilities for the cmdline. OS independent.

color-independent-style-transfer

Transfer Style But Not Color http://blog.deepart.io/2016/06/04/color-independent-style-transfer/

create_ap

This script creates a NATed or Bridged WiFi Access Point.

demographics-prejudice-status

Jupyter notebook powered data analysis of social science data hosted on mybinder.org

dnn-spam-filter

Gmail API and Keras neural net for spam classification

drug-spending

Project to understand pharmaceutical spending, currently focused on US government programs.

exif_crawler

Reads GPS metadata from JPEGs and creates KML output with image names and coordinates

ezscan

Simple python command to map ip, ports, vendor, and OS of devices on your network

face2vec

Fast and accurate face recognition combining CV and DNNs

facenet

Tensorflow implementation of the FaceNet face recognizer

gitignore

A collection of useful .gitignore templates

googlemusicfavs

Jupyter Notebook plots your most listened to Genres, Artists, and Tracks in 20 lines of code!

json_schema_inferencer

Automatically generates schema given json samples.

learndatascience

Open Content for self-directed learning in data science

melomaniac

Listen to your Google Play Music and Soundcloud library from your terminal.

newspaper

💡 News, full-text, and article metadata extraction in Python 3

ovpn-speed-connect

Python Library to update ovpn files, ping & connect to fastest server.

pandas_cache

pi-zero-dns-filter

Local network Malware / Adblock DNS proxy with easy wifi hotspot setup. Runs docker in a Raspberry Pi Zero, with bash scripting and a local web server for easy network config.