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https://github.com/nannyml/examples

A set of examples illustrating some possible use cases for NannyML
https://github.com/nannyml/examples

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A set of examples illustrating some possible use cases for NannyML

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# NannyML examples

This repository contains some ready-to-run examples, showcasing some ways to run NannyML and integrate
with third-party tools. Each example can be run by itself.

## Integration examples

### Drift and performance dashboards in Grafana

These examples process all model inputs/outputs using the containerized NannyML CLI.
The results are stored in a relational database. We read the data from the metrics database and
visualize them in two Grafana dashboards.

We have examples for the following problem types:

- [Binary classification](regression)
- [Multiclass classification](multiclass_classification)
- [Regression](regression)

### Incremental drift and performance dashboards in Grafana

These incremental examples are a slight variation of the previous ones. They will not process all the data at once,
but will simulate running NannyML in a scheduled way.

We have examples for the following problem types:

- [Regression](regression_incremental)