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pronics2004 authored Jul 19, 2023
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The Uncertainty Quantification 360 (UQ360) is an open-source toolkit with a Python package to provide data science
practitioners and developers access to state-of-the-art algorithms, to streamline the process of estimating, evaluating,
improving, and communicating uncertainty of machine learning models as common practices for AI transparency.
The [UQ360 interactive experience](http://uq360.mybluemix.net/) provides a gentle introduction to the concepts and
The [UQ360 interactive experience](https://uq360.res.ibm.com/) provides a gentle introduction to the concepts and
capabilities by walking through an example use case. The [tutorials and example notebooks](./examples) offer a deeper,
data scientist-oriented introduction. The [complete API](https://uq360.readthedocs.io/) is also available.

Expand All @@ -16,20 +16,20 @@ To get started as a contributor, please join the #uq360-users or #uq360-develope
the [AIF360 Community on Slack](https://aif360.slack.com) by requesting an
invitation [here](https://join.slack.com/t/aif360/shared_invite/zt-5hfvuafo-X0~g6tgJQ~7tIAT~S294TQ).

![alt text](https://uq360.mybluemix.net/imgs/flowchart.png "UQ Pipeline")
![alt text](https://uq360.res.ibm.com/imgs/flowchart.png "UQ Pipeline")

# Resources

- [Introduction](https://uq360.mybluemix.net/overview) to Uncertainty Quantification 360.
- [Demo](https://uq360.mybluemix.net/demo/0) House Price Prediction Model.
- [Introduction](https://uq360.res.ibm.com/overview) to Uncertainty Quantification 360.
- [Demo](https://uq360.res.ibm.com/demo/0) House Price Prediction Model.
- List of [Algorithms](https://uq360.readthedocs.io/en/latest/algorithms.html) supported.
- List of [Metrics](https://uq360.readthedocs.io/en/latest/metrics.html) supported.
- [Guidance](https://uq360.mybluemix.net/resources/guidance) on Choosing UQ Algorithms and Metrics.
- [Guidance](https://uq360.mybluemix.net/resources/communication) on Communicating Uncertainty.
- [Glossary](https://uq360.mybluemix.net/resources/glossary) of UQ Terms.
- Read our [papers](https://uq360.mybluemix.net/resources/papers).
- [Guidance](https://uq360.res.ibm.com/resources/guidance) on Choosing UQ Algorithms and Metrics.
- [Guidance](https://uq360.res.ibm.com/resources/communication) on Communicating Uncertainty.
- [Glossary](https://uq360.res.ibm.com/resources/glossary) of UQ Terms.
- Read our [papers](https://uq360.res.ibm.com/resources/papers).
- Complete list of [tutorials](https://github.com/IBM/UQ360/tree/main/examples).
- Join the Slack [Community](https://uq360.mybluemix.net/community).
- Join the Slack [Community](https://uq360.res.ibm.com/community).

# Example Use-cases

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