ipex-llm/docs/readthedocs/source/doc/Chronos/Howto/index.rst
Juntao_Luo 4f3c27bde0 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>
2022-11-09 09:20:19 +08:00

24 lines
1.4 KiB
ReStructuredText

Chronos How-to Guides
=========================
How-to guides are bite-sized, executable examples where users could check when meeting with some specific topic during the usage.
Install
-------------------------
* `Install Chronos on Windows <windows_guide.html>`__
* `Use Chronos in container(docker) <docker_guide_single_node.html>`__
Forecasting
-------------------------
* `Create a forecaster <how_to_create_forecaster.html>`__
* `Train forecaster on single node <how_to_train_forecaster_on_one_node.html>`__
* `Save and load a forecaster <how_to_save_and_load_forecaster.html>`__
* `Tune forecaster on single node <how_to_tune_forecaster_model.html>`__
* `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>`__
* `Export the TorchScript model files to disk <how_to_export_torchscript_files.html>`__