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Exo-Potato

Exo-Potato is a software for deep space exoplanet hunting that uses machine learning. It predicts whether or not a star has an exoplanet orbiting it based on the change in flux (light frequency) data. The model used was a KNN and it obtained a 98% accuracy on the test set. The UI is a website that was made with Django, HTML, and CSS. It takes in a .csv file from the user and gets the change in flux data from that file. It then shows whether or not an exoplanet is orbiting the planet and a graph of the change in flux.

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Some of the files couldn't be uploaded to Github, and so all of them have been included in this Google Drive folder: https://drive.google.com/drive/folders/1aJwfqH0HEYn1BE9reQ8BIirgrdMxNt1o?usp=sharing

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Exo-Potato is a software for deep space exoplanet hunting that uses machine learning. It predicts whether or not a star has an exoplanet orbiting it based on the change in flux (light frequency) data. The model used was a KNN and it obtained a 98% accuracy on the test set. The UI is a website that was made with Django, HTML, and CSS. It takes in…

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