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Patrycja-J authored Aug 17, 2023
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# Neptune + Prophet integration

Experiment tracking, model registry, data versioning, and live model monitoring for Prophet trained models.
Experiment tracking for Prophet-trained models.

## What will you get with this integration?

* Log, display, organize, and compare ML experiments in a single place
* Version, store, manage, and query trained models and model-building metadata
* Record and monitor model training, evaluation, or production runs live
* Log, organize, visualize, and compare ML experiments in a single place
* Monitor model training live
* Version and query production-ready models and associated metadata (e.g., datasets)
* Collaborate with the team and across the organization

## What will be logged to Neptune?

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* residual diagnostic charts,
* [other metadata](https://docs.neptune.ai/logging/what_you_can_log)

![image](https://user-images.githubusercontent.com/97611089/188817349-973a49b2-e0d3-44dd-b51d-7dec670158f9.png)
*Example dashboard in the Neptune app showing diagnostic charts*
![image](https://docs.neptune.ai/img/app/integrations/prophet.png)

## Resources

* [Documentation](https://docs.neptune.ai/integrations/prophet)
* [Code example on GitHub](https://github.com/neptune-ai/examples/tree/main/integrations-and-supported-tools/prophet/scripts)
* [Example project in the Neptune app](https://app.neptune.ai/o/common/org/fbprophet-integration/experiments?split=tbl&dash=charts&viewId=standard-view)
* [Example project in the Neptune app](https://app.neptune.ai/o/common/org/fbprophet-integration/runs/details?viewId=standard-view&detailsTab=dashboard&dashboardId=Diagnostic-charts-5855c208-c4b8-4171-b065-d0e8802b1b60&shortId=FBPROP-3211&type=run)
* [Run example in Google Colab](https://colab.research.google.com/github/neptune-ai/examples/blob/main/integrations-and-supported-tools/prophet/notebooks/Neptune_prophet.ipynb)

## Example
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