47 lines
2 KiB
ReStructuredText
47 lines
2 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.
|
|
|
|
Installation
|
|
-------------------------
|
|
|
|
* `Install Chronos on Windows <windows_guide.html>`__
|
|
* `Use Chronos in container(docker) <docker_guide_single_node.html>`__
|
|
|
|
Data Processing
|
|
-------------------------
|
|
* `Preprocess my data <how_to_preprocess_my_data.html>`__
|
|
|
|
|
|
Forecasting
|
|
-------------------------
|
|
|
|
Develop a forecaster
|
|
~~~~~~~~~~~~~~~~~~~~~~~~~
|
|
* `Choose a forecaster algorithm <how_to_choose_forecasting_alg.html>`__
|
|
* `Create a forecaster <how_to_create_forecaster.html>`__
|
|
* `Train forecaster on single node <how_to_train_forecaster_on_one_node.html>`__
|
|
* `Tune forecaster on single node <how_to_tune_forecaster_model.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>`__
|
|
|
|
Speed up a forecaster
|
|
~~~~~~~~~~~~~~~~~~~~~~~~~
|
|
* `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>`__
|
|
|
|
Persist a forecaster
|
|
~~~~~~~~~~~~~~~~~~~~~~~~~
|
|
* `Save and load a forecaster <how_to_save_and_load_forecaster.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>`__
|
|
|
|
Benchmark a forecaster
|
|
~~~~~~~~~~~~~~~~~~~~~~~~~
|
|
* `Use Chronos benchmark tool <how_to_use_benchmark_tool.html>`__
|
|
|
|
Deploy a forecaster
|
|
~~~~~~~~~~~~~~~~~~~~~~~~~
|
|
* `A whole workflow in production environment after my forecaster is developed <how_to_process_data_in_production_environment.html>`__
|