Hello all,

 

I'm developer of einops - python package for readable and reliable tensor operations.

Einops handles different types of tensors (including numpy, pytorch, jax, tensorflow and others) and targeted as a verbose replacement to existing numpy operations.

 

As einops now is quite mature project, I suggest linking einops from np.einsum function

(which was an initial point to appearance of this new interface, and many einops users previously used einsum)  

 

Not sure about precise implementation - link in 'see also' works.

Alternatively, I can suggest a single-line description like:

Operations with similar verbose interface are provided by einops package to cover additional operations: transpose, reshape/flatten, repeat/tile, squeeze/unsqueeze and reductions.

 

Glad to hear opinions/recommendations.

 

Cheers,
Alex.