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🍕 cleanup readme, PoC: K8s Quantum Tensorflow Machine Learning deployment in K8s
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# Tensorflow Quantum + K8s
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# PoC: K8s Quantum Tensorflow Machine Learning deployment in K8s
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<br>
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## Theoretical Introduction
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---
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<br>
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## Steps:
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### Prepare a quantum dataset
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- After evaluating the cost function, the free parameters in the pipeline should be updated in a direction expected to decrease the cost.
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- This is most commonly performed via gradient descent.
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<br>
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-----
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* [TensorFlow Quantum](https://github.com/tensorflow/quantum/blob/master/docs/install.md).
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<br>
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----
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### References
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