einshape | einop | |
---|---|---|
1 | 2 | |
90 | 56 | |
- | - | |
0.0 | 4.6 | |
over 1 year ago | about 2 years ago | |
Python | Python | |
Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
einshape
Posts with mentions or reviews of einshape.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-04-09.
-
A basic introduction to NumPy's einsum
Einops looks nice! It reminds me of https://github.com/deepmind/einshape which is another attempt at unifying reshape, squeeze, expand_dims, transpose, tile, flatten, etc under an einsum-inspired DSL.
einop
Posts with mentions or reviews of einop.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-04-09.
- Einop: All einops operations via a single function
-
A basic introduction to NumPy's einsum
Somebody also realized that much of the time you can use one single function to describe all 3 of the einops operations. I present to you, einop: https://github.com/cgarciae/einop
What are some alternatives?
When comparing einshape and einop you can also consider the following projects:
einops - Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
einsum - Einstein Summation for Arrays in R
cadabra2 - A field-theory motivated approach to computer algebra.
Einsum.jl - Einstein summation notation in Julia
Tullio.jl - ⅀
NumPy - The fundamental package for scientific computing with Python.
array - C++ multidimensional arrays in the spirit of the STL