Toward a Unified Scheme of Blazar Evolution

# Fermi Blazar Classification Catalogue This catalogue contains the results of our study on the characterization of the Fermi blazar population, as described in: Oukacha, E. and Becherini, Y. 2025 The dataset includes the following columns: - Name: Source name as listed in the 4LAC catalog - embeddings_0: First dimension of the reduced latent space learned by TabPFN - embeddings_1: Second dimension of the reduced latent space - Proba_BLL: Classification probability that the source is a BL Lac, as predicted by TabPFN This dataset is provided to support reproducibility, enable further validation of our results, and facilitate future studies involving the blazar population observed by Fermi-LAT. --- ### Usage A simple usage example with python is provided: "usage_example.py". ### Citation If you use this dataset in your research, please cite the associated article (10.1051/0004-6361/202555303) and refer to this Zenodo record. ### Contact For any questions or inquiries, feel free to contact us at: 📧 [e-mail] 📧 [e-mail]