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Remove dependency on SciPy #64

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@klane

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@klane

SciPy is only used for some sparse matrix operations in utils/graph.py. These include:

  • scipy.sparse.coo_matrix
  • scipy.sparse.csr_matrix
  • scipy.sparse.diags
  • scipy.sparse.eye
  • scipy.sparse.identity (this just calls eye)
  • scipy.sparse.issparse
  • scipy.sparse.linalg.eigsh

If PyTorch has equivalent functionality in torch.sparse, then these should be ported over to PyTorch and SciPy should be removed as a dependency.

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