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AGB and YSO stars Classification

In this project, we are going to solve a classification problem with 5 classes of (O-C-S rich) AGBs, Post AGBs and Young Stellar Objects (YSOs) by their spectroscopy data. The raw data which is different classes' data files are provided in the main separately.

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Milestone	Report	Notebook(s)
Data	Report 1
Traditional ML Techniques	Report 2
Neural Networks	Report 3

1^st Milestone

• In the first Milestone we have cleaned up the data and normalized the features by Standard, Robust and MinMax scalers. We have also encoded the output classes by One-Hot Encoding method and you can find all of the aforementioned data files in 1^st Milestone Data.

• The first Milestone's report and its (ipynb) code file are provided in first Milestone.

• First milestone files all together: Milestone_1.zip.

2^nd Milestone

• Applying the traditional techniques (SGD, KNN, SVM, etc.) to the data, Tunning Models and their Evaluation.

3^rd Milestone

• Applying a Neural Network model to the data.