diff --git a/docs/base.md b/docs/base.md
new file mode 100644
index 00000000..a888aab8
--- /dev/null
+++ b/docs/base.md
@@ -0,0 +1,5 @@
+# Base
+
+::: pytorch_optimizer.base.optimizer.BaseOptimizer
+    :docstring:
+    :members:
diff --git a/docs/index.md b/docs/index.md
index 15fc3ee7..1760dd2f 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -1,9 +1,11 @@
 # Welcome to pytorch-optimizer
 
-[optimizer docs](optimizer)
+[base docs](./base)
 
-[lr_scheduler docs](lr_scheduler)
+[optimizer docs](./optimizer)
 
-[loss docs](loss)
+[lr_scheduler docs](./lr_scheduler)
 
-[util docs](util)
+[loss docs](./loss)
+
+[util docs](./util)
diff --git a/docs/index.rst b/docs/index.rst
deleted file mode 100644
index e187be5a..00000000
--- a/docs/index.rst
+++ /dev/null
@@ -1,30 +0,0 @@
-.. pytorch-optimizers documentation master file, created by
-   sphinx-quickstart on Wed Sep 22 18:07:06 2021.
-   You can adapt this file completely to your liking, but it should at least
-   contain the root `toctree` directive.
-
-Welcome to pytorch-optimizers documentation!
-============================================
-
-.. include:: ../README.rst
-
-.. toctree::
-   :maxdepth: 2
-   :caption: Contents:
-
-Contents
---------
-
-.. toctree::
-   :maxdepth: 2
-
-   base_api
-   optimizer_api
-   scheduler_api
-   loss_api
-   util_api
-
-Indices and tables
-==================
-
-* :ref:`search`