all projects

gq planets

testing NASA mission data for promising exoplanets.

GQ Planets · project interface

about the project

GQ Planets was our NASA Space Apps project: a web app that uses Kepler, K2, and TESS observations to flag possible exoplanets. We trained a classifier on 18,413 records and made it possible to check one candidate or a whole CSV.

built withPython · PyTorch

from telescope data to a prediction

select a stage to see what happens

GQ Planets data and prediction flowNASA telescope measurements pass through data preparation and a trained classifier, are checked against held-out data, then appear in a web application.01missions02prepare03classifier04evaluate05web appone path from archived observations to candidate review

01Kepler, K2, and TESS supply the transit measurements used by the project.

from the presentation

original slides

The seven slides show the project from its original problem through the model, results, and web app.

01 / 07

GQ Planets

Our NASA Space Apps project used Kepler, K2, and TESS data to identify exoplanet candidates.

slide 1 of 7 · click to enlarge