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Fix formatting issues in note #130

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Jun 20, 2024
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Fix formatting issues in note #130

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10 changes: 5 additions & 5 deletions src/algorithms.jl
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Expand Up @@ -44,11 +44,11 @@ If `forward_u` is not provided, it is randomly generated.
where `u` is a test direction.

!!! note
For more details on the reverse-mode approach, see the following papers and talks:
* ["You Only Linearize Once: Tangents Transpose to Gradients"](https://arxiv.org/abs/2204.10923), Radul et al. 2022.
* ["Reverse mode ADEV via YOLO: tangent estimators transpose to gradient estimators"](https://www.youtube.com/watch?v=pnPmk-leSsE)), Becker et al. 2024
* ["Probabilistic Programming with Programmable Variational Inference"](https://pldi24.sigplan.org/details/pldi-2024-papers/87/Probabilistic-Programming-with-Programmable-Variational-Inference), Becker et al. 2024
For more details on the reverse-mode approach, see the following papers and talks:

* ["You Only Linearize Once: Tangents Transpose to Gradients"](https://arxiv.org/abs/2204.10923), Radul et al. 2022.
* ["Reverse mode ADEV via YOLO: tangent estimators transpose to gradient estimators"](https://www.youtube.com/watch?v=pnPmk-leSsE), Becker et al. 2024
* ["Probabilistic Programming with Programmable Variational Inference"](https://pldi24.sigplan.org/details/pldi-2024-papers/87/Probabilistic-Programming-with-Programmable-Variational-Inference), Becker et al. 2024
"""
struct EnzymeReverseAlgorithm{B <: StochasticAD.AbstractFIsBackend}
backend::B
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