Lib.rs

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burn-autodiff

Automatic differentiation backend for the Burn framework

by Nathaniel Simard and 57 contributors

8 breaking releases

new 0.11.1 Dec 4, 2023
0.10.0 Oct 24, 2023
0.8.0 Jul 25, 2023
0.6.0 Mar 21, 2023
0.3.0 Nov 20, 2022

#145 in Machine learning

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8,328 downloads per month
Used in 7 crates (6 directly)

MIT/Apache

1MB
19K SLoC

Burn Autodiff

Burn autodiff backend

Current Crates.io Version license

For now only first order reverse mode autodiff is supported.

lib.rs:

Burn Autodiff

This autodiff library is a part of the Burn project. It is a standalone crate that can be used to perform automatic differentiation on tensors. It is designed to be used with the Burn Tensor crate, but it can be used with any tensor library that implements the Backend trait.

Dependencies

~5MB
~94K SLoC