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Integrated quantum bayesian inference  (#717)

* Added quantum Bayesian inference

* Allowed inference with no evidence

* Passed inference test

* Passed inference test

* Works with AmplitudeProblem algorithm

* Run GroverOperator until it matches all evidence

* Quantum rejection sampling with GroverOperator

* Quantum Bayesian inference

* Started QBayesian tutorial

* QBayesian tutorial + debugging order in inference()

* Add best_qc and docs

* Added Pachinko in Tut as Bayesian network

* Bug in Pachinko game

* Add Burglary Earthquake Example

* Bug with 13 tut jupyter file

* Bug fix with 13 tut jupyter file

* Bug fix example step 5 tut 13

* Reversed index for quantum circuit variables

* Fixed QBayesian classical qubit order for query variables

* Prepared release

* Made trivial test less strict

* Fixed format errors

* Updated pylint

* Included types for dict and set for format

* Fixed spelling error from an unchanged file

* Fixed tutorial and code based on feedback

* Fixed format

* Removed shots

* Fixed format

* Adjusted format for documentation + added format result

* Added test if converged for tutorial

* Revert commit on tutorial 07

* Embedded tutorial images

* Fixed release note format

* Added images and removed base64 for images

* Added images and removed base64 for images

* Fixed documentation QBayesian

* Added Copyright 2024

* Update qiskit_machine_learning/algorithms/__init__.py

* Update releasenotes/notes/add-quantum-bayesian-inference-92c6025432d9b7e0.yaml

Co-authored-by: Steve Wood <40241007+woodsp-ibm@users.noreply.github.com>

* Update releasenotes/notes/add-quantum-bayesian-inference-92c6025432d9b7e0.yaml

Co-authored-by: Steve Wood <40241007+woodsp-ibm@users.noreply.github.com>

* Update qiskit_machine_learning/algorithms/inference/qbayesian.py

Co-authored-by: Declan Millar <declan.millar@ibm.com>

* Added tests fo... (continued)

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