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  1. ML_for_usable_area_estimation_gable_roofs ML_for_usable_area_estimation_gable_roofs Public

    A repository accompanying the research paper "Machine Learning of Usable Area of Gable-Roof Residential Buildings Based On Topographic Data" by L. Dawid, K. Cybiński and Ż.Stręk

    Jupyter Notebook 1

  2. Interpreting_NNs_for_topological_phases_of_matter Interpreting_NNs_for_topological_phases_of_matter Public

    A repository accompanying: 1) B.Sc. thesis "Improving generalization of neural networks by interpretation for topological phases of matter" by K. Cybiński 2) paper "Characterizing out-of-distributi…

    Jupyter Notebook

  3. TetrisCNN_for_spin_systems TetrisCNN_for_spin_systems Public

    A repository accompanying research paper "Speak so a physicist can understand you! TetrisCNN for detecting phase transitions and order parameters" by K. Cybiński, J. Enouen, A. Georges and A. Dawid

    Python