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    4 repositories

    • Landscaper

      Public
      Landscaper is a comprehensive Python framework designed for exploring the loss landscapes of deep learning models.
      machine-learningloss-landscape
      machine-learningloss-landscape
      Python
      •
      Other
      •0•47•6•0•Updated Aug 13, 2026Aug 13, 2026

    • ModelDiagnosis

      Public
      [ICML 2024] MD tree: a model-diagnostic tree grown on loss landscape
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Jun 25, 2024Jun 25, 2024

    • loss_landscape_taxonomy

      Public
      Modified & extended study to include different models, metrics, and runtime optimizations, Original code from "Taxonomizing local versus global structure in neu…
      Jupyter Notebook
      •
      MIT License
      •9•1•0•0•Updated Mar 26, 2024Mar 26, 2024

    • loss-landscapes

      Public
      Approximating neural network loss landscapes in low-dimensional parameter subspaces for PyTorch
      Python
      •
      MIT License
      •54•0•0•0•Updated Jun 13, 2023Jun 13, 2023
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