Added callback function support for adam-amsgrad optimizer. #869
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OkuyanBoga
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woodsp-ibm,
adekusar-drl,
smens,
edoaltamura,
oscar-wallis and
Benjamin-Symons
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Pull Request Test Coverage Report for Build 12201849395Details
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smens
approved these changes
Dec 6, 2024
OkuyanBoga
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Dec 9, 2024
* Fix StackOverflow formatting typo in `README.md` (#847) * Fix StackOverflow formatting typo * Bump numpy version to 2 * Post release 0.8 (#844) * Change version and activate stable tutorial tests * Bump VERSION.txt * Cleanup and bugfix to support different primitives. (#55) (#855) * Cleanup and bugfix for different primitives support (#55) * Quick fix and lint for unit tests. * Fixed a bug in ComputeUncompute and lint corrections. * Fix formatting for algorithm tests * Reformatting some variables to make lint compliant. * Refactor: Cleanup code, preserve existing formatting, apply minor bug fixes, and update missing documentation * Removing unsupported classes. * Fix for lint * Fix lint errors uncovered during workflow checks * Adjust a unit test to accomodate noise-related variations * Docs 0p8 clean (#857) * Reducing numpy version for deploy-docs.yml to fix numpy 2.0 bug (#851) * Update deploy-docs.yml (#853) - Updated Python version from 3.9 to 3.10. - Removed version constraint on torchvision. - Removed Numpy version constraint. * Update deploy-docs.yml to '3.10' (#854) --------- Co-authored-by: M. Emre Sahin <40424147+OkuyanBoga@users.noreply.github.com> Co-authored-by: Oscar <108736468+oscar-wallis@users.noreply.github.com> * Remove `fastdtw` (#861) * ci(mergify): upgrade configuration to current format (#860) Co-authored-by: Mergify <37929162+mergify[bot]@users.noreply.github.com> * [Docs] Fix TOCs and update QNN derived primitives (#862) * Fix docs and update QNN derived primitives * Fix LearningRate in TOCs * Fix string formatting * Fix spelling * Fix spelling * Fix spelling * Fix copyright * Pin Qiskit to `<1.3` (#865) * Added callback function support for adam-amsgrad optimizer. (#869) * Added callback functionality to ADAM optimiser * Added unittest for callback function * 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 --------- Co-authored-by: smens <88490989+smens@users.noreply.github.com> Co-authored-by: Oscar <108736468+oscar-wallis@users.noreply.github.com> * Add predict_proba Support to PegasosQSVC and NeuralNetworkClassifier (#871) * Adding a predict_proba function to classifiers. (#57) * Update README.md * Predict proba for NNC and PegQSVC * Rewriting predict proba features and docstring It was very inefficient before and didn't have the validation checks needed. The code is now more clear and docstring has been added. * Tweak documentation for NNC and PegasosQSVC, silence lint E1101 on torch connector * Update test with `QNN.predict_proba` * Update test with `PegasosESVC.predict_proba` * Added a release note and solved conflicts with main --------- Co-authored-by: FrancescaSchiav <FrancescaSchiav@users.noreply.github.com> Co-authored-by: oscar-wallis <108736468+oscar-wallis@users.noreply.github.com> Co-authored-by: Edoardo Altamura <38359901+edoaltamura@users.noreply.github.com> Co-authored-by: smens <88490989+smens@users.noreply.github.com> * Reformatted docs * Fix usage of sklearn --------- Co-authored-by: FrancescaSchiav <FrancescaSchiav@users.noreply.github.com> Co-authored-by: oscar-wallis <108736468+oscar-wallis@users.noreply.github.com> Co-authored-by: Edoardo Altamura <38359901+edoaltamura@users.noreply.github.com> Co-authored-by: smens <88490989+smens@users.noreply.github.com> * Bump version to 0.8.1 Update version for bug-fix release --------- Co-authored-by: Edoardo Altamura <38359901+edoaltamura@users.noreply.github.com> Co-authored-by: Oscar <108736468+oscar-wallis@users.noreply.github.com> Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com> Co-authored-by: smens <88490989+smens@users.noreply.github.com> Co-authored-by: FrancescaSchiav <FrancescaSchiav@users.noreply.github.com>
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Summary
Added callback support for the ADAM optimizer, which will allow users to use a callback function for each time step.