Shawn Polson's repositories

Satellite-Telemetry-Anomaly-Detection

Unsupervised machine learning techniques for detecting anomalies in LASP spacecraft telemetry

Language:Jupyter NotebookStargazers:55Issues:5Issues:0

iPhone-X-Face-Gestures

A prototype app that controls an iPhone X with face gestures, using Apple's ARKit

PyHC-Chat

Chat about PyHC and its core packages with GPT-4.

Language:PythonStargazers:3Issues:0Issues:0

EEG-RNN

A simple Jupyter Notebook for processing EEG data with a simple LSTM RNN

Language:Jupyter NotebookStargazers:1Issues:1Issues:0

James-s-EVE-Dimming-Index-JEDI

Detect and characterize coronal dimming in the Solar Dynamics Observatory Extreme Ultraviolet Variability Experiment data

Language:Jupyter NotebookStargazers:1Issues:2Issues:0

bai-book

Advances in Artificial Intelligence and Neuroscience

Language:Jupyter NotebookStargazers:0Issues:1Issues:0
Language:HTMLStargazers:0Issues:1Issues:0

ellipsis-education-wp-theme

WordPress child theme of a website designed by the Universal Design Buffs in the 2018 OpenAIR rally

Language:CSSStargazers:0Issues:2Issues:0

Final-Magic-Elevator-Funck-Polson

Call an elevator by casting magic spells: Harry Potter in real life

Language:ProcessingStargazers:0Issues:2Issues:0

JPL-CUSeniorProjects

M.A.R.S.: A command-line utility that produces physically possible routes for a rover to take from point A to point B, navigating a provided elevation map with various algorithms

Language:JavaLicense:MITStargazers:0Issues:0Issues:0

OpenAI-Meeting-Minutes

An automated meeting minutes generator with Whisper and GPT-4

Language:PythonStargazers:0Issues:0Issues:0

pyhc-environment-files

Files for a unified Python virtual environment containing all published PyHC packages

Language:PythonStargazers:0Issues:0Issues:0

robotics

Play Tic-Tac-Toe in the real world with "Sparki" the robot

Language:C++Stargazers:0Issues:2Issues:1

Classification-PIFFS

The Pilot Fatigue Finding System (PIFFS) aims to prevent sleepiness, fatigue, and degenerating vigilance of airline pilots using a wake up alarm.

Language:ProcessingStargazers:0Issues:2Issues:0

ClsReg-AdaptiveKaraoke

A singing game that changes the scoring parameters based on the range of the singer.

Language:PythonLicense:MITStargazers:0Issues:2Issues:0

crcf

Combination Robust Cut Forests: Merging Isolation Forests and Robust Random Cut Forests

Language:PythonStargazers:0Issues:2Issues:0

DTWSpells-ShawnPolson

Minimal code pieces to call an elevator with a "magic wand."

Language:PythonStargazers:0Issues:2Issues:0

FaceTrigger

Easily use ARKit to detect facial gestures. FaceTrigger is a simple to use class that hides the details of using ARKit's ARSCNView to recognize facial gestures via ARFaceAnchor.BlendShapeLocations

Language:SwiftLicense:MITStargazers:0Issues:2Issues:0
Language:JavaScriptStargazers:0Issues:2Issues:0

input-interactions-and-accessibility

Course work from CSCI 4830 -- Input, Interactions, and Accessibility

Language:HTMLStargazers:0Issues:2Issues:0
Language:Jupyter NotebookLicense:NOASSERTIONStargazers:0Issues:0Issues:0

keycloak

Open Source Identity and Access Management For Modern Applications and Services

Language:JavaLicense:NOASSERTIONStargazers:0Issues:1Issues:0
Language:JavaLicense:Apache-2.0Stargazers:0Issues:1Issues:0

my-pyhc-package

Demo PyHC package example.

Language:PythonLicense:BSD-3-ClauseStargazers:0Issues:0Issues:0

node-ws-test

A WebRTC signaling server for Heroku

Language:JavaScriptStargazers:0Issues:1Issues:0

pyhc-docker

Source files for PyHC Docker images

Language:CStargazers:0Issues:0Issues:0

pyhc-jbook-experiment

Experimental demo of PyHC gallery using jupyterbook

Language:Jupyter NotebookStargazers:0Issues:0Issues:0

rrcf

🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams

Language:PythonLicense:MITStargazers:0Issues:2Issues:0

Stealth-CME-Detection

Working with data from the SDO EVE instrument, which comes in the form of FITS files, we helped with the detection and characterization of stealth CMEs. We worked under James Mason, a NASA Postdoctoral Program Fellow from Goddard.

Language:PythonStargazers:0Issues:2Issues:0

telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:0Issues:0Issues:0