diff --git a/README.md b/README.md
index 5307d5d4..b253e027 100644
--- a/README.md
+++ b/README.md
@@ -70,7 +70,7 @@ You can see more [examples](/examples) or follow the [Tutorials](/tutorial).
 - [X] [DBSCAN](https://en.wikipedia.org/wiki/DBSCAN)
 - [X] [Linear Regression](https://en.wikipedia.org/wiki/Linear_regression)
 - [X] [Huffman Coding](https://en.wikipedia.org/wiki/Huffman_coding)
-- [X] [Polynomial Regression-Currently working]
+- [X] [Polynomial Regression](https://en.wikipedia.org/wiki/Polynomial_regression)
 
 
 ### **How to run test cases**
diff --git a/docs/html/index.html b/docs/html/index.html
index 57526b0e..9871fe14 100644
--- a/docs/html/index.html
+++ b/docs/html/index.html
@@ -138,7 +138,7 @@ <h2><a class="anchor" id="autotoc_md20"></a>
 <li>[X] <a href="https://en.wikipedia.org/wiki/DBSCAN">DBSCAN</a></li>
 <li>[X] <a href="https://en.wikipedia.org/wiki/Linear_regression">Linear Regression</a></li>
 <li>[X] <a href="https://en.wikipedia.org/wiki/Huffman_coding">Huffman Coding</a></li>
-<li>[X] [Polynomial Regression-Currently working]</li>
+<li>[X] <a href="https://en.wikipedia.org/wiki/Polynomial_regression">Polynomial Regression</a></li>
 </ul>
 <h2><a class="anchor" id="autotoc_md21"></a>
 <b>How to run test cases</b></h2>
diff --git a/docs/latex/index.tex b/docs/latex/index.tex
index 1c7d32ed..3ca2b9f4 100644
--- a/docs/latex/index.tex
+++ b/docs/latex/index.tex
@@ -72,7 +72,7 @@ \chapter{Algoplus\{BETA Version\}}
 \item \mbox{[}X\mbox{]} \href{https://en.wikipedia.org/wiki/DBSCAN}{\texttt{ DBSCAN}}
 \item \mbox{[}X\mbox{]} \href{https://en.wikipedia.org/wiki/Linear_regression}{\texttt{ Linear Regression}}
 \item \mbox{[}X\mbox{]} \href{https://en.wikipedia.org/wiki/Huffman_coding}{\texttt{ Huffman Coding}}
-\item \mbox{[}X\mbox{]} \mbox{[}Polynomial Regression-\/\+Currently working\mbox{]}
+\item \mbox{[}X\mbox{]} \href{https://en.wikipedia.org/wiki/Polynomial_regression}{\texttt{ Polynomial Regression}}
 \end{DoxyItemize}\hypertarget{index_autotoc_md21}{}\doxysubsection{\texorpdfstring{{\bfseries{How to run test cases}}}{{\bfseries{How to run test cases}}}}\label{index_autotoc_md21}
 We have unit tests for every function of our implemented algorithms \& data structures.\+It is very important to make sure that your code works before making any pull requests! ~\newline