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@Vis4SciML

Vis4SciML

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  1. loss-lens loss-lens Public

    Official LossLens repository, a full-stack model diagnostic tool for loss landscape visual analytics

    Python 1

  2. loss-landscapes loss-landscapes Public

    Forked from ghweber/loss-landscapes

    Approximating neural network loss landscapes in low-dimensional parameter subspaces for PyTorch

    Python

  3. loss_landscape_taxonomy loss_landscape_taxonomy Public

    Forked from jicampos/loss_landscape_taxonomy

    Modified & extended study to include different models, metrics, and runtime optimizations, Original code from "Taxonomizing local versus global structure in neural network loss landscapes" https://…

    Jupyter Notebook

  4. ModelDiagnosis ModelDiagnosis Public

    Forked from YefanZhou/ModelDiagnosis

    [ICML 2024] MD tree: a model-diagnostic tree grown on loss landscape

    Jupyter Notebook

Repositories

Showing 4 of 4 repositories
  • loss-lens Public

    Official LossLens repository, a full-stack model diagnostic tool for loss landscape visual analytics

    Vis4SciML/loss-lens’s past year of commit activity
    Python 1 0 0 0 Updated Oct 10, 2024
  • ModelDiagnosis Public Forked from YefanZhou/ModelDiagnosis

    [ICML 2024] MD tree: a model-diagnostic tree grown on loss landscape

    Vis4SciML/ModelDiagnosis’s past year of commit activity
    Jupyter Notebook 0 MIT 1 0 0 Updated Jun 25, 2024
  • loss_landscape_taxonomy Public Forked from jicampos/loss_landscape_taxonomy

    Modified & extended study to include different models, metrics, and runtime optimizations, Original code from "Taxonomizing local versus global structure in neural network loss landscapes" https://arxiv.org/abs/2107.11228

    Vis4SciML/loss_landscape_taxonomy’s past year of commit activity
    Jupyter Notebook 0 MIT 9 0 0 Updated Mar 26, 2024
  • loss-landscapes Public Forked from ghweber/loss-landscapes

    Approximating neural network loss landscapes in low-dimensional parameter subspaces for PyTorch

    Vis4SciML/loss-landscapes’s past year of commit activity
    Python 0 MIT 53 0 0 Updated Jun 13, 2023

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