Support Array Packages - Githubissues

certik commented 9 months ago

There are many C++ libraries, here is an incomplete list: https://en.cppreference.com/w/cpp/links/libs#Math:Linear_algebra. Here are the most common / promising that we should support:

[x] #12
[x] #14
[ ] Tensorflow C++ Array APIs - https://www.tensorflow.org/api_docs/cc
[ ] PyTorch C++ Array APIs - https://github.com/pytorch/pytorch/blob/main/docs/cpp/source/index.rst
[ ] #13
[ ] #11
[ ] #15
[ ] https://github.com/lcompilers/lc/issues/86
[ ] Eigen: https://gitlab.com/libeigen/eigen/

There are probably more that we should consider, if so, let's add them to this list.

czgdp1807 commented 6 months ago

N.B. - https://github.com/lcompilers/lc/issues/15#issuecomment-1991985804. NumCpp has the same case. Kokkos is installable.

czgdp1807 commented 6 months ago

I think all the other libraries (except xtensor) are not installable via conda. So we just clone its stable release in the CI, build it and then run the tests. That's what users will do.

lcompilers / lc

Support Array Packages #16