https://github.com/elftausend/sliced

Array operations with automatic differentiation on CPU and GPU
https://github.com/elftausend/sliced

autograd automatic-differentiation cuda custos matrix opencl

Last synced: 2 months ago
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Array operations with automatic differentiation on CPU and GPU

• Host: GitHub
• URL: https://github.com/elftausend/sliced
• Owner: elftausend
• Created: 2023-02-03T13:46:12.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-06-18T12:09:49.000Z (8 months ago)
• Last Synced: 2024-06-18T16:01:33.510Z (8 months ago)
• Topics: autograd, automatic-differentiation, cuda, custos, matrix, opencl
• Language: Rust
• Homepage:
• Size: 375 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# sliced

`sliced` provides basic array operations with automatic differentiation support implemented using [custos].


This library can be used for an own tensor library and is basically a 'more open' [custos-math]. 


(WIP)

`sliced` optionally adds a `Matrix` wrapper to use the operations more effectively. 


[custos]: https://github.com/elftausend/custos

[custos-math]: https://github.com/elftausend/custos-math