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followers: 126.0 following: 12.0 repos: 30.0 gists: 15.0

Name: Kyle A. Pearson

Type: User

Bio: Ph.D. Planetary Sciences | alt: @smaerdlatigid

Kyle A. Pearson's Projects

3d-abstract-frames

A simple smart contract and a python script for minting non-fungible tokens (ERC 721) using the Polygon blockchain

animated-led-strip

A programmable LED strip with animations from a Gemma M0 microcontroller and CircuitPython

art-with-depth

a collection of A.I. generated images with depth maps rendered on the web with p5js + glsl shader

artificial-art

Create animated art pieces with machine learning using a DCGAN. Procedurally generate tiles for any type of mosaic.

brave_ad_clicker

A Python bot to automatically close ads on the Brave browser

data-visualizar

Visualize data or 3D models (.obj) in augmented reality through the web with Google Poly, AR.js, flask.py (Mobile compatible)

A large language model, GPT-2, is trained on ~1.6M manuscript abstracts from the ArXiv. Fine-tuning is performed with the abstracts from NASA's ADS and the model is later used to generate text for a predictive keyboard

exoplanet-artificial-intelligence

Machine learning is used to search for signals of transiting exoplanets in planetary search surveys (e.g. Kepler and TESS).

exoplanet-ionization

Compute alkali abundances in exoplanetary atmospheres subject to ionizing radiation.

exoplanet-light-curve-analysis

A python package for modeling exoplanet light curves with nested sampling.

exoplanet-mapping

A Spitzer IRAC data reduction pipeline and 3D exoplanet brightness model using spherical harmonics

$exoplanet-mass-fractionation icon$ exoplanet-mass-fractionation

Atmospheric escape calculation for the crossover mass at which a heavier second constituent will not be dragged along with a lighter constituent (i.e. H).

exoplanet-transit-periodogram

A custom transit periodogram which includes limb darkening effects. A transit model is quickly optimized using a linear least sq approach in order to derive a robust S/N measurement for a range of periods, durations and mid-transit epochs.

g-force-flow

In this physics based platformer you must traverse an artificial gravity field inside a spatially tessellated void. Convert gravitational potential energy into kinetic energy as you swing, jump and phase your way through obstacles.

geneticneuralnetwork

A custom genetic algorithm is used to optimize the architecture of a deep neural network

hirise-3d-model

A python tool for creating 3D Models (.obj, .glb, .gltf) of terrain maps in Blender

mars-brain-coral-network

A pipeline for quickly vetting and segmenting JPEG2000 images from HiRISE/MRO using a hybrid approach with a classifier in the Fourier domain and a U-net model in the spatial domain.

mars-machina

A deep conv. variational autoencoder is trained on digital terrain maps of Mars from HiRise/MRO. 3D surfaces are procedurally generated from the latent space in Unity

mars-rock-detector

Python code for measuring the frequency and size distribution of boulders on Mars using data from HiRISE/MRO. We developed an interactive application for making training data quickly for machine learning applications.

nbody-ai

A python 3 package for generating N-body simulations, computing transit timing variations (TTV) and retrieving orbit parameters from TTV measurements within a Bayesian framework using machine learning

neural-nebula

A deep conv. generative adversarial network trained on nebula and images of space

pearsonkyle

Config files for my GitHub profile.

photometrytools

Tools for performing aperture and PSF photometry in real time

planetary-collision-vr

3D visualizations of planetary collisions in virtual reality with SteamVR and Unity.

pyduino_leapmotion

Instructable tutorial for building a hand tracking robotic arm using python, arduino and a leap motion controller.

pyduino_webapi

Instructable tutorial on controlling an arduino device via a web api in python

rayleigh-scattering

Empirical fits to Rayleigh scattering cross section measurements in historic data of H2, N2 and CO2 (~300-900 nm).

signal-alignment

Algorithms to align 1D signals via cross correlation and likelihood maximization.

stock-suite

A collection of APIs and algorithms to trade stocks

unity-variational-autoencoder

A variational autoencoder made with tensorflow loaded into Unity for the procedural generation of 3D surfaces

pearsonkyle Goto Github PK

Kyle A. Pearson's Projects

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