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Cumulative update to extend the V2 support for algorithms, updated tutorials, and partial multiclass support for VQC. (#870)

* Added migration guide for 0.8

* Added V2 support for algorithms

* V2 support added for unit tests of the algorithms and tutorials are updated for V2

* Spell check and lint

* Update 02_migration_guide_0.8.rst

* Update 02_migration_guide_0.8.rst

adding optimisation level

* Bugfix for V2 primitives without transpilation

* Fix tutorials and release notes

* Update 04_torch_qgan.ipynb

* Bugfix for Qiskit 1.x register name ambiguity

* Restored docs

* Typo fix in gradients

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Co-authored-by: smens <88490989+smens@users.noreply.github.com>
Co-authored-by: Oscar <108736468+oscar-wallis@users.noreply.github.com>

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