It doesn't seem like a good idea, but the document is yours. The approach in the linked question is much worse, however.
\documentclass{article}
\usepackage[utf8]{inputenc}
\usepackage[margin=2.5cm,showframe]{geometry}
\usepackage{amsmath}
\begin{document}
\begin{gather}
dy_{t}
=\frac{\partial g}{\partial t}(x_{t},t)dt
+\frac{\partial g}{\partial x}(x_{t},t)dx_{t}
+\frac{1}{2}\frac{\partial^2 g}{\partial x^2}(x_{t},t)(dx_{t})^2
\\
\text{Itô's lemma}\notag
\end{gather}
\end{document}

For completeness, I'd rather go with something like below.
\documentclass{article}
\usepackage[utf8]{inputenc}
\usepackage[margin=2.5cm,showframe]{geometry}
\usepackage{amsmath}
\begin{document}
We obtain the following equation, known as \emph{Itô's lemma},
\begin{equation}
dy_{t}
=\frac{\partial g}{\partial t}(x_{t},t)dt
+\frac{\partial g}{\partial x}(x_{t},t)dx_{t}
+\frac{1}{2}\frac{\partial^2 g}{\partial x^2}(x_{t},t)(dx_{t})^2
\end{equation}
\end{document}

In the case you seem to be after, I can suggest something like this.
\documentclass{article}
\usepackage[utf8]{inputenc}
\usepackage[margin=2.5cm,showframe]{geometry}
\usepackage{amsmath}
\usepackage{nccmath}
\begin{document}
\section{Main body}
We recall the fundamental \emph{Pythagoras' theorem}
\begin{equation}\label{pyth}
a^2+b^2=c^2
\end{equation}
From it we easily obtain the following equation, known as \emph{Itô's lemma},
\begin{equation}\label{ito}
dy_{t}
=\frac{\partial g}{\partial t}(x_{t},t)dt
+\frac{\partial g}{\partial x}(x_{t},t)dx_{t}
+\frac{1}{2}\frac{\partial^2 g}{\partial x^2}(x_{t},t)(dx_{t})^2
\end{equation}
\begin{fleqn}[2em]
\setlength{\parindent}{0pt}
\section{Equations}
Pythagoras' theorem
\begin{equation}\tag{\ref{pyth}}
a^2+b^2=c^2
\end{equation}
Itô's lemma
\begin{equation}\tag{\ref{ito}}
dy_{t}
=\frac{\partial g}{\partial t}(x_{t},t)dt
+\frac{\partial g}{\partial x}(x_{t},t)dx_{t}
+\frac{1}{2}\frac{\partial^2 g}{\partial x^2}(x_{t},t)(dx_{t})^2
\end{equation}
\end{fleqn}
\end{document}

Alternatively, with the references next to the name:
\documentclass{article}
\usepackage[utf8]{inputenc}
\usepackage[margin=2.5cm,showframe]{geometry}
\usepackage{amsmath}
\usepackage{nccmath}
\begin{document}
\section{Main body}
We recall the fundamental \emph{Pythagoras' theorem}
\begin{equation}\label{pyth}
a^2+b^2=c^2
\end{equation}
From it we easily obtain the following equation, known as \emph{Itô's lemma},
\begin{equation}\label{ito}
dy_{t}
=\frac{\partial g}{\partial t}(x_{t},t)dt
+\frac{\partial g}{\partial x}(x_{t},t)dx_{t}
+\frac{1}{2}\frac{\partial^2 g}{\partial x^2}(x_{t},t)(dx_{t})^2
\end{equation}
\begin{fleqn}[2em]
\setlength{\parindent}{0pt}
\section{Equations}
Pythagoras' theorem~\eqref{pyth}
\begin{equation*}
a^2+b^2=c^2
\end{equation*}
Itô's lemma~\eqref{ito}
\begin{equation*}
dy_{t}
=\frac{\partial g}{\partial t}(x_{t},t)dt
+\frac{\partial g}{\partial x}(x_{t},t)dx_{t}
+\frac{1}{2}\frac{\partial^2 g}{\partial x^2}(x_{t},t)(dx_{t})^2
\end{equation*}
\end{fleqn}
\end{document}

)^2\ .\end{equation}? – manooooh Sep 14 '18 at 15:55nccmathpackage); a quad or two from the margin for the equation would be OK. – egreg Sep 14 '18 at 16:01