tsalib

Tensor Shape Annotation Library (numpy, tensorflow, pytorch, ...) (by ofnote)

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better tsalib alternative or higher similarity.

tsalib reviews and mentions

Posts with mentions or reviews of tsalib. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-01-05.
  • [D] Ideal deep learning library
    9 projects | /r/MachineLearning | 5 Jan 2022
    The one thing I really *really* wish got more attention was named tensors and the tensor type system. Tensor misalignment errors are a constant source of silently-failing bugs. While 3rd party libraries have attempted to fill this gap, it really needs better native support. In particular it seems like bad form to me for programmers to have to remember the specific alignment and broadcasting rules, and then have to apply them to an often poorly documented order of tensor indices. I'd really like to see something like tsalib's warp operator made part of the main library and generalized to arbitrary function application, like a named-tensor version of fold. But preferably using notation closer to that of torchtyping.

Stats

Basic tsalib repo stats
1
253
10.0
almost 4 years ago

ofnote/tsalib is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of tsalib is Python.


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