From b54f05b8eede19145f3cb9b5c48ef7b0080b2be3 Mon Sep 17 00:00:00 2001
From: MaximSmolskiy <mithridatus@mail.ru>
Date: Fri, 3 Mar 2023 00:19:51 +0300
Subject: [PATCH] Add missing TukeyLoss to documentation

Change-Id: I0b0a84c0a21b672f0414eb6b2283bb27e06cd266
---
 docs/source/nnls_modeling.rst | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/docs/source/nnls_modeling.rst b/docs/source/nnls_modeling.rst
index 555940e2b..3b20f8e37 100644
--- a/docs/source/nnls_modeling.rst
+++ b/docs/source/nnls_modeling.rst
@@ -1068,6 +1068,10 @@ their shape graphically. More details can be found in
 
    .. math:: \rho(s,a,b) = b \log(1 + e^{(s - a) / b}) - b \log(1 + e^{-a / b})
 
+.. class:: TukeyLoss
+
+   .. math:: \rho(s) = \begin{cases} \frac{1}{3} (1 - (1 - s)^3) & s \le 1\\ \frac{1}{3} & s > 1 \end{cases}
+
 .. class:: ComposedLoss
 
    Given two loss functions ``f`` and ``g``, implements the loss