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This is a continuation of the ParSNIP_DESIRT project taken on by my undergraduate ULAB team. We are using a new and larger DECam dataset and intend to improve on previous methods of ParSNIP implementation. The end goal is to classify large unlabelled transient datasets using the generative ParSNIP model (Kyle Boone).