Add LightGBM

Author: jgujerry

index.html

@@ -1612,6 +1612,28 @@ <h5 class="card-title"><a href="https://github.com/ludwig-ai/ludwig" class="text
           </div>
         </div>
 
+        <div class="col-12 col-6 col-sm-6 col-lg-3 mb-4">
+          <div class="card text-center p-3">
+            <a href="https://github.com/microsoft/LightGBM" target="_blank">
+              <img class="card-img-top" src="static/image/logos/lightgbm.svg" style="width:70%; height: auto;" alt="lightgbm">
+            </a>
+            <p class="mt-2">by Microsoft</p>
+            <figure class="p-3 mb-0">
+              <blockquote class="blockquote">
+                <p>
+                  <a href="https://lightgbm.readthedocs.io/en/latest/" target="_blank">LightGBM</a>
+                  is a gradient boosting framework
+                  that uses tree based learning algorithms.
+                </p>
+              </blockquote>
+            </figure>
+
+            <figcaption class="blockquote-footer mt-2 text-muted">
+              Light Gradient Boosting Machine
+            </figcaption>
+          </div>
+        </div>
+
       </div>
     </div>
     <!--End of ML, DL, and AI-->