Data required to run the mp-dl-unh model used for magnetopause classification by NASA's Magnetospheric Multiscale (MMS) mission. Included are the model weights, the scikit-learn scaling parameters, and the training and validation dataset used when creating the model. The model itself is available through GitHub and best run on Google Colabs. Releases associated with the data: GLS-MP: Notebooks that used the data in this deposit to train, validate, and run the unh-mp-dl model mp-dl-unh: Software used to run the model at the MMS SDC MMS SITL Ground Loop: Notebooks used to create tables and figures in the published paper PyMMS: Softwares used to download MMS data and burst selections