Star "Classification" using Machine Learning in Python

This is some experimental notebooks utilizing unsupervised machine learning algorithms to "distinguish" stars in images.

In the ./Star_Classification directory, there are several notebooks named by the algorithms used. Each notebook contains a detailed explanation of the step-by-step process followed during the experiment.

-> Check out my Medium post where I share my thoughts two of these experiments:

• https://medium.com/@nathalia.trazzi/differentiating-what-is-and-is-not-stars-with-k-means-algorithm-38bffbb2583d
• https://medium.com/@nathalia.trazzi/differentiating-what-are-stars-and-what-are-not-using-the-knn-algorithm-d22e0fa9c84c