Vis4SciML

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1. Landscaper Landscaper Public

   Landscaper is a comprehensive Python framework designed for exploring the loss landscapes of deep learning models.

   Python 47

2. 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 1

3. loss-landscapes loss-landscapes Public

   Forked from ghweber/loss-landscapes

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

   Python

4. ModelDiagnosis ModelDiagnosis Public

   Forked from YefanZhou/ModelDiagnosis

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

   Jupyter Notebook