Скачать или смотреть Python - Astronomy & Science - Pulsar Detection using ML-KNN

In this example we're using AI, specifically K-NearestNeighbor algorithm to predict whether a detected signal from a telescope belong to a Pulsar or not.
A Pulsar is a neutron star that rotates at high speed as it moves charged particles that create electro-magnetic waves that release an enormous pulsating beam of EM light energy as they add up at the center of the star.

the pulse is detected when the heading of the released beam of radiation intersects with the earth where an Astronomic Observatory happens to be scanning that area of space in that moment. but sometimes cosmic radio noise can have similar features of a pulsar masquerading as one. So by using Machine Learning we attempt to identify if the Pulsar candidate is a real one or not.

Credits:

Presentation Pulsar picture design resources:
YolGezer – pixabay
Pexels – pixabay
Nikiko - Pixabay
Dragonuppl - Pixabay
Clker-Free-Vector-Images - Pixabay

Pulsar HTRU2 dataset:
https://archive.ics.uci.edu/dataset/3...