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WBS-Anomaly

DOI

This repository is the supplement to the paper titled "Detecting wide binaries using machine learning algorithms". https://arxiv.org/abs/2506.19942

The paper has been currently limited to the problem of WBS detection only, the second problem of detecting deviations is still a work in progress.

The notebooks folder contain the codes that can be used to replicate the results in the paper. The wbs.ipynb file is the main Jupyter notebook associated with the paper.

The dataset is available on this Zenodo repository: https://zenodo.org/records/15729408

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Repository for ML based detection of Wide Binary Systems in the GAIA dataset

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