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@sparsexlab

SparseX Lab

Where sparse numerical computing meets deep learning. Building differentiable sparse linear algebra and neural-accelerated solvers in PyTorch.

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  1. torch-sla torch-sla Public

    torch sparse linear algebra library

    Python 50 2

  2. torch-amgx torch-amgx Public

    PyTorch-native binding for NVIDIA AmgX (GPU AMG + Krylov sparse solvers)

    Python 2

  3. torch-strumpack torch-strumpack Public

    Differentiable sparse direct solver for PyTorch — CPU / AMD ROCm / NVIDIA CUDA, backed by STRUMPACK. A portable, autograd-enabled cuDSS alternative that also runs on Radeon/MI GPUs.

    Shell

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