Naming axis in tensors (Thu Jan 10 2019)
- Tensor Considered Harmful
- Part I (http://nlp.seas.harvard.edu/NamedTensor)
- Part II http://nlp.seas.harvard.edu/NamedTensor2
- First discussion on the topic : [Proposal] Named Axes/Dimensions or Tensor Shape Annotations · Issue #4164 · pytorch/pytorch (pytorch/pytorch#4164)
- Repo : harvardnlp/namedtensor: Proof of concept for a dynamic named tensor for pytorch (https://github.com/harvardnlp/namedtensor)
- Discussion:
- [D] Tensor Considered Harmful (A polemic against numpy / pytorch and a proposal for a named tensor) : MachineLearning (https://www.reddit.com/r/MachineLearning/comments/accmek/d_tensor_considered_harmful_a_polemic_against/)
- Tensor considered harmful | Hacker News (https://news.ycombinator.com/item?id=18823777)
- harvardnlp on Twitter: “”Tensor Considered Harmful” (https://t.co/iueFvrYT6O). A polemic against numpy / pytorch and a proposal for a named tensor (https://t.co/MVBUm7OyBq). (New year’s goal, be more troublesome.)… https://t.co/fLmk8RR4Xy” (https://twitter.com/harvardnlp/status/1080911225427496966)
- Yann LeCun on Twitter: “A pretty cool proposal from Sasha Rush for “named tensors”, i.e. tensors with named indices. With an implementation in PyTorch. https://t.co/8TGYmrjxAG https://t.co/8TGYmrjxAG” (https://twitter.com/ylecun/status/1080974471689687040)
- ofnote/tsalib: Tensor Shape (Annotation) Library (https://github.com/ofnote/tsalib)
- Introducing Tensor Shape Annotation Library : tsalib (https://towardsdatascience.com/introducing-tensor-shape-annotation-library-tsalib-963b5b13c35b)
- pydata/xarray: N-D labeled arrays and datasets in Python (https://github.com/pydata/xarray)
- xarray: N-D labeled arrays and datasets in Python — xarray 0.11.2+1.gd6bed01 documentation (http://xarray.pydata.org/en/stable/)
- @xarray_dev (@xarray_dev) | Twitter (https://twitter.com/xarray_dev)