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enhancementNew feature or requestNew feature or requestgood first issueGood for newcomersGood for newcomershelp wantedExtra attention is neededExtra attention is needed
Description
Is your feature request related to a problem? Please describe.
The QNN currently only works with 2 qubits and 4 dimensional data. We need to generalize it so that it works for an arbitrary number of qubits.
Describe the solution you'd like
The ideal solution would consist of:
- Reworking the
encodeDataandconvertDataToAnglesfunctions using this tutorial on encoding probability distributions: we need to replace the distribution and region boundaries with the data vector, which represents the square roots of the probabilities, and perform the rest of the processing as is. - Generalizing the circuit creation and gradient computation functions used: currently most functions are built to work with only two qubits.
Describe alternatives you've considered (if any)
None
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enhancementNew feature or requestNew feature or requestgood first issueGood for newcomersGood for newcomershelp wantedExtra attention is neededExtra attention is needed