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Chronos : Penalize underestimation example (#5627)

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* add example

* remove valid dataset

* fix typo

* modify parameters and graph

* update based on comment

* modify index link

* modify js

* update
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Ruonan Wang 2022-09-02 15:46:12 +08:00 committed by GitHub
parent 30dd0bd6c2
commit 2f1f3ba114
2 changed files with 11 additions and 1 deletions
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2
docs/readthedocs/source/_static/js/chronos_tutorial.js
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@ -51,7 +51,7 @@ $(".checkboxes").click(function(){
var ids = ["ChronosForecaster","TuneaForecasting","AutoTSEstimator","AutoWIDE", var ids = ["ChronosForecaster","TuneaForecasting","AutoTSEstimator","AutoWIDE",
"MultvarWIDE","MultstepWIDE","LSTMForecaster","AutoProphet","AnomalyDetection", "MultvarWIDE","MultstepWIDE","LSTMForecaster","AutoProphet","AnomalyDetection",
"DeepARmodel","TFTmodel","hyperparameter","taxiDataset","distributedFashion", "DeepARmodel","TFTmodel","hyperparameter","taxiDataset","distributedFashion",
"ONNX","Quantize","TCMFForecaster"]; "ONNX","Quantize","TCMFForecaster","PenalizeUnderestimation"];
showTutorials(ids); showTutorials(ids);
var disIds = ["simulation"]; var disIds = ["simulation"];
disCheck(disIds); disCheck(disIds);

10
docs/readthedocs/source/doc/Chronos/QuickStart/index.md
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@ -234,6 +234,16 @@
</details> </details>
<hr> <hr>
<details id="PenalizeUnderestimation">
<summary>
<a href="https://github.com/intel-analytics/BigDL/tree/main/python/chronos/example/loss/penalize_underestimation.ipynb">Penalize underestimation with LinexLoss</a>
<p>Tag: <button value="forecast">forecast</button></p>
</summary>
<img src="../../../_images/GitHub-Mark-32px.png"><a href="https://github.com/intel-analytics/BigDL/tree/main/python/chronos/example/loss/penalize_underestimation.ipynb">View source on GitHub</a>
<p>This example demonstrates how to use TCNForecaster to penalize underestimation based on a built-in loss function LinexLoss.</p>
</details>
<hr>
</div> </div>
<script src="../../../_static/js/chronos_tutorial.js"></script> <script src="../../../_static/js/chronos_tutorial.js"></script>