From a76d272610e3422c91642d24e470d3eff36dd81c Mon Sep 17 00:00:00 2001
From: abhro <5664668+abhro@users.noreply.github.com>
Date: Tue, 3 Dec 2024 00:02:43 -0500
Subject: [PATCH] docs: fix markdown list in docstring (#1111)

Trailing content is unindented, so the renderer reads the markdown list
as fragmented. Indent the enclosed content by 2 spaces. Also dedent
the lead sentences, so that there's less space to cover for trailing
content. Thus, they don't get picked up as code by some other renderers.
---
 src/helpers/losses.jl | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/helpers/losses.jl b/src/helpers/losses.jl
index 4e34e9aac..8cf17a997 100644
--- a/src/helpers/losses.jl
+++ b/src/helpers/losses.jl
@@ -196,13 +196,13 @@ Binary Cross Entropy Loss with optional label smoothing and fused logit computat
 
 Returns the binary cross entropy loss computed as:
 
-  - If `logits` is either `false` or `Val(false)`:
+- If `logits` is either `false` or `Val(false)`:
 
-$$\text{agg}\left(-\tilde{y} * \log\left(\hat{y} + \epsilon\right) - (1 - \tilde{y}) * \log\left(1 - \hat{y} + \epsilon\right)\right)$$
+  $$\text{agg}\left(-\tilde{y} * \log\left(\hat{y} + \epsilon\right) - (1 - \tilde{y}) * \log\left(1 - \hat{y} + \epsilon\right)\right)$$
 
-  - If `logits` is `true` or `Val(true)`:
+- If `logits` is `true` or `Val(true)`:
 
-$$\text{agg}\left((1 - \tilde{y}) * \hat{y} - log\sigma(\hat{y})\right)$$
+  $$\text{agg}\left((1 - \tilde{y}) * \hat{y} - log\sigma(\hat{y})\right)$$
 
 The value of $\tilde{y}$ is computed using label smoothing. If `label_smoothing` is
 `nothing`, then no label smoothing is applied. If `label_smoothing` is a real number