From 4f3c27bde01e7a43e116ec8d2e3192a8d115fe33 Mon Sep 17 00:00:00 2001
From: Juntao_Luo <71260173+AndyLuo1029@users.noreply.github.com>
Date: Wed, 9 Nov 2022 09:20:19 +0800
Subject: [PATCH] Chronos: upload prediction how-to-guide. (#5959)

* Upload:how_to_use_forecaster_to_predict_future_data how to guide.

* Update: update hyperlink in notebook.

* Update: update how-to-guide

* Update: update guide with pure prediction.

* tmp save

* test

* update how to predict

* make cell hidden

* update

* update toc

* update based on coments

Co-authored-by: ruoan1.wang <ruonan1.wang@intel.com>
---
 docs/readthedocs/source/_toc.yml                               | 1 +
 .../Howto/how_to_use_forecaster_to_predict_future_data.nblink  | 3 +++
 docs/readthedocs/source/doc/Chronos/Howto/index.rst            | 1 +
 3 files changed, 5 insertions(+)
 create mode 100644 docs/readthedocs/source/doc/Chronos/Howto/how_to_use_forecaster_to_predict_future_data.nblink

diff --git a/docs/readthedocs/source/_toc.yml b/docs/readthedocs/source/_toc.yml
index 30ee2103..80f8f126 100644
--- a/docs/readthedocs/source/_toc.yml
+++ b/docs/readthedocs/source/_toc.yml
@@ -185,6 +185,7 @@ subtrees:
                 - file: doc/Chronos/Howto/how_to_speedup_inference_of_forecaster_through_ONNXRuntime
                 - file: doc/Chronos/Howto/how_to_speedup_inference_of_forecaster_through_OpenVINO
                 - file: doc/Chronos/Howto/how_to_evaluate_a_forecaster
+                - file: doc/Chronos/Howto/how_to_use_forecaster_to_predict_future_data
                 - file: doc/Chronos/Howto/how_to_generate_confidence_interval_for_prediction
                 - file: doc/Chronos/Howto/how_to_export_onnx_files
                 - file: doc/Chronos/Howto/how_to_export_openvino_files
diff --git a/docs/readthedocs/source/doc/Chronos/Howto/how_to_use_forecaster_to_predict_future_data.nblink b/docs/readthedocs/source/doc/Chronos/Howto/how_to_use_forecaster_to_predict_future_data.nblink
new file mode 100644
index 00000000..486ca63b
--- /dev/null
+++ b/docs/readthedocs/source/doc/Chronos/Howto/how_to_use_forecaster_to_predict_future_data.nblink
@@ -0,0 +1,3 @@
+{
+    "path": "../../../../../../python/chronos/colab-notebook/howto/how_to_use_forecaster_to_predict_future_data.ipynb"
+}
\ No newline at end of file
diff --git a/docs/readthedocs/source/doc/Chronos/Howto/index.rst b/docs/readthedocs/source/doc/Chronos/Howto/index.rst
index ce014f02..059fe63c 100644
--- a/docs/readthedocs/source/doc/Chronos/Howto/index.rst
+++ b/docs/readthedocs/source/doc/Chronos/Howto/index.rst
@@ -17,6 +17,7 @@ Forecasting
 * `Speed up inference of forecaster through ONNXRuntime <how_to_speedup_inference_of_forecaster_through_ONNXRuntime.html>`__
 * `Speed up inference of forecaster through OpenVINO <how_to_speedup_inference_of_forecaster_through_OpenVINO.html>`__
 * `Evaluate a forecaster <how_to_evaluate_a_forecaster.html>`__
+* `Use forecaster to predict future data <how_to_use_forecaster_to_predict_future_data.html>`__
 * `Generate confidence interval for prediction <how_to_generate_confidence_interval_for_prediction.html>`__
 * `Export the ONNX model files to disk <how_to_export_onnx_files.html>`__
 * `Export the OpenVINO model files to disk <how_to_export_openvino_files.html>`__