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SparseMAP: differentiable sparse structure inference

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Thanks for releasing the code! When I played with the code in the following file https://github.com/vene/sparsemap/blob/master/python/sparsemap/layers_pt/matching_layer.py The output is a matrix. Does it represent the marginal probability for each matching?...

After running ```python python setup.py build_ext --inplace ``` When I try importing _sparsemap, an error occurs: In [1]: import _sparsemap \--------------------------------------------------------------------------- ImportError Traceback (most recent call last) in () ---->...

Some API changes in this PR, mostly in order to make notation more consistent with the paper.