/Deep_Asteroid

OpenNASA Space Apps Challenge Global Finalist Project

Primary LanguagePython

Deep-Asteroid

Deep Asteroid NASA SPACE APPS CHALLENGE 2016 Global finalist PROJECT Classification and prediction using PHA ( Potential Hazarous Asteroids and Tholen Classification datasets ) Find bellow a representation of the arquitecture of the project

Know more at: https://open.nasa.gov/innovation-space/deep-asteroid/ https://2016.spaceappschallenge.org/challenges/solar-system/near-earth-objects-machine-learning/projects/deep-asteriod

The project include : 1st layer) Aten / Apollo classifier 2nd layer) Aten / Apollo classifier 3rd layer) Tholen classifier

alt tag

Another Experiments with Asteroid Dataset

Besides, you can find another experiment with the same PHA dataset with Prohpet, forecasting tool here https://github.com/SoyGema/Prophet_forecasting

You can find in this repository a Random Forest Apollo Classifier in orther to extract relevant features https://github.com/SoyGema/Deep-Asteroid/tree/master/Random%20Forest