Data and Software for Astrometric Binary Classification

The following data set and software accompany the paper "Astrometric Binary Classification Via Artificial Neural Networks" by Joe Smith, accepted to the Astrophysical Journal (ApJ) in August 2024. 

The data and the data mining techniques used to create the data set to train the ANN can be found in Section 2.2 of the paper - this data set is provided below for ease of access. There is also a code file containing the model's weights, architecture, training configuration, and additional information:

1. astrobinary_data.csv2. ann_model.keras

To make classifications, the ANN can be loaded via the ann_model.keras file with the following Python script:

import tensorflow as tfann_model = tf.keras.models.load_model('ann_model.keras')ann_model.summary()DISCLAIMER:If you download and use this ANN model, please cite the paper above.