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Update README.md with alert on working demos #70

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2 changes: 2 additions & 0 deletions README.md
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Want to try out Kruize? You've come to the right place!

### ⚠️ Please note that while the remote monitoring demo is fully functional, the local monitoring use case/feature is currently under active development. Stay tuned for updates on the progress of the local monitoring feature.

## What is Kruize HPOaaS?

Machine learning is a process of teaching a system to make accurate predictions based on the data fed. Hyperparamter optimization (/ tuning) helps to choose the right set of parameters for a learning algorithm. HPO uses different methods like Manual, Random search, Grid search, Bayesian optimization. [Kruize HPOaaS](https://github.com/kruize/hpo/blob/master/README.md) currently uses Bayesian optimization because of the multiple advantages that it provides.
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