From 26ec59edf7c2db933ae2d588fcd00e50bf0d7fd0 Mon Sep 17 00:00:00 2001
From: Junwei Deng <35031544+TheaperDeng@users.noreply.github.com>
Date: Tue, 28 Jun 2022 17:37:20 +0800
Subject: [PATCH] Chronos: add autoformer example on electricity and api doc
 (#4950)

* add autoformer example and api doc

* update license and readme
---
 .../source/doc/PythonAPI/Chronos/forecasters.rst    | 13 +++++++++++++
 1 file changed, 13 insertions(+)

diff --git a/docs/readthedocs/source/doc/PythonAPI/Chronos/forecasters.rst b/docs/readthedocs/source/doc/PythonAPI/Chronos/forecasters.rst
index b28aacca..d301835c 100644
--- a/docs/readthedocs/source/doc/PythonAPI/Chronos/forecasters.rst
+++ b/docs/readthedocs/source/doc/PythonAPI/Chronos/forecasters.rst
@@ -75,6 +75,19 @@ Temporal Convolutional Networks (TCN) is a neural network that use convolutional
     :show-inheritance:
 
 
+AutoformerForecaster
+----------------------------------------
+
+Autoformer is a neural network that use transformer architecture with autocorrelation. It supports multi-step and multi-variant cases. It shows significant accuracy improvement while longer training/inference time than TCN.
+
+`version:pytorch`
+
+.. automodule:: bigdl.chronos.forecaster.autoformer_forecaster
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+
 NBeatsForecaster
 ----------------------------------------