{"payload":{"feedbackUrl":"https://github.com/orgs/community/discussions/53140","repo":{"id":854031119,"defaultBranch":"master","name":"pennylane","ownerLogin":"borbysh","currentUserCanPush":false,"isFork":true,"isEmpty":false,"createdAt":"2024-09-08T08:07:32.000Z","ownerAvatar":"https://avatars.githubusercontent.com/u/56835947?v=4","public":true,"private":false,"isOrgOwned":false},"refInfo":{"name":"","listCacheKey":"v0:1725782858.778189","currentOid":""},"activityList":{"items":[{"before":"fe52f5ad75655ac12073be91e634977df5a374b9","after":"f31761928f67c9f8d65aab56a1f0ba13d9170ae6","ref":"refs/heads/master","pushedAt":"2024-09-16T06:26:37.000Z","pushType":"push","commitsCount":11,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Merge branch 'master' into master","shortMessageHtmlLink":"Merge branch 'master' into master"}},{"before":"490fe8a628b7d987dd615f7117b2bbea6324119f","after":"fe52f5ad75655ac12073be91e634977df5a374b9","ref":"refs/heads/master","pushedAt":"2024-09-12T14:14:06.000Z","pushType":"push","commitsCount":2,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Merge branch 'master' into master","shortMessageHtmlLink":"Merge branch 'master' into master"}},{"before":"b054d8991831f0f72f6cae3b76723f5891163584","after":"490fe8a628b7d987dd615f7117b2bbea6324119f","ref":"refs/heads/master","pushedAt":"2024-09-12T13:58:32.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"dwierichs","name":"David Wierichs","path":"/dwierichs","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/20772922?s=80&v=4"},"commit":{"message":"docstring example","shortMessageHtmlLink":"docstring example"}},{"before":"3dad395d937b8c93dd24216e8dadf41c5295c70b","after":"b054d8991831f0f72f6cae3b76723f5891163584","ref":"refs/heads/master","pushedAt":"2024-09-12T10:48:39.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"dwierichs","name":"David Wierichs","path":"/dwierichs","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/20772922?s=80&v=4"},"commit":{"message":"lint tests","shortMessageHtmlLink":"lint tests"}},{"before":"d89d668b0afc0b4ad52b6d076aa09fb206555df7","after":"3dad395d937b8c93dd24216e8dadf41c5295c70b","ref":"refs/heads/master","pushedAt":"2024-09-12T10:47:42.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"dwierichs","name":"David Wierichs","path":"/dwierichs","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/20772922?s=80&v=4"},"commit":{"message":"changelog name","shortMessageHtmlLink":"changelog name"}},{"before":"0cbb7b14c4aa01b4a532e0247ee587d152c4d5d3","after":"d89d668b0afc0b4ad52b6d076aa09fb206555df7","ref":"refs/heads/master","pushedAt":"2024-09-12T10:46:26.000Z","pushType":"push","commitsCount":2,"pusher":{"login":"dwierichs","name":"David Wierichs","path":"/dwierichs","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/20772922?s=80&v=4"},"commit":{"message":"merge","shortMessageHtmlLink":"merge"}},{"before":"dcb0680ebef6e7e2aeed25c8fee9954902f05613","after":"0cbb7b14c4aa01b4a532e0247ee587d152c4d5d3","ref":"refs/heads/master","pushedAt":"2024-09-12T10:12:53.000Z","pushType":"push","commitsCount":2,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Merge branch 'master' into master","shortMessageHtmlLink":"Merge branch 'master' into master"}},{"before":"02617d3c9cdb355046cc58424d675ef8657127b7","after":"dcb0680ebef6e7e2aeed25c8fee9954902f05613","ref":"refs/heads/master","pushedAt":"2024-09-12T09:00:33.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Update test_momentum_qng.py","shortMessageHtmlLink":"Update test_momentum_qng.py"}},{"before":"dc015ad1b24c259b983a15115f5f243bd5e77e42","after":"02617d3c9cdb355046cc58424d675ef8657127b7","ref":"refs/heads/master","pushedAt":"2024-09-12T06:59:23.000Z","pushType":"push","commitsCount":16,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Merge branch 'master' into master","shortMessageHtmlLink":"Merge branch 'master' into master"}},{"before":"13d62632bfee1c1e53ba892b1229e385c85abff3","after":"dc015ad1b24c259b983a15115f5f243bd5e77e42","ref":"refs/heads/master","pushedAt":"2024-09-10T14:10:25.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Update test_momentum_qng.py","shortMessageHtmlLink":"Update test_momentum_qng.py"}},{"before":"e88b9c58f5654cec69a97689c41454973a7bc4e4","after":"13d62632bfee1c1e53ba892b1229e385c85abff3","ref":"refs/heads/master","pushedAt":"2024-09-10T06:25:34.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Update tests/optimize/test_momentum_qng.py\n\nCo-authored-by: David Wierichs <david.wierichs@xanadu.ai>","shortMessageHtmlLink":"Update tests/optimize/test_momentum_qng.py"}},{"before":"ab4e67f34f4d1a3f77769301c71f8fc48bec45f6","after":"e88b9c58f5654cec69a97689c41454973a7bc4e4","ref":"refs/heads/master","pushedAt":"2024-09-10T06:24:56.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Update tests/optimize/test_momentum_qng.py\n\nCo-authored-by: David Wierichs <david.wierichs@xanadu.ai>","shortMessageHtmlLink":"Update tests/optimize/test_momentum_qng.py"}},{"before":"efd99a94370b2fba41decacf5d173ca3b9600886","after":"ab4e67f34f4d1a3f77769301c71f8fc48bec45f6","ref":"refs/heads/master","pushedAt":"2024-09-10T06:24:19.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Update tests/optimize/test_momentum_qng.py\n\nCo-authored-by: David Wierichs <david.wierichs@xanadu.ai>","shortMessageHtmlLink":"Update tests/optimize/test_momentum_qng.py"}},{"before":"a75e0e9b446e19926a32c7f7dd891cf29b0c2b7e","after":"efd99a94370b2fba41decacf5d173ca3b9600886","ref":"refs/heads/master","pushedAt":"2024-09-10T06:24:04.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Update tests/optimize/test_momentum_qng.py\n\nCo-authored-by: David Wierichs <david.wierichs@xanadu.ai>","shortMessageHtmlLink":"Update tests/optimize/test_momentum_qng.py"}},{"before":"4daf106e327ab68b8332e879eb9a37106725fb06","after":"a75e0e9b446e19926a32c7f7dd891cf29b0c2b7e","ref":"refs/heads/master","pushedAt":"2024-09-10T06:23:44.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Update tests/optimize/test_momentum_qng.py\n\nCo-authored-by: David Wierichs <david.wierichs@xanadu.ai>","shortMessageHtmlLink":"Update tests/optimize/test_momentum_qng.py"}},{"before":"c5bcae7d0fd602db7659dea1388e620962daf745","after":"4daf106e327ab68b8332e879eb9a37106725fb06","ref":"refs/heads/master","pushedAt":"2024-09-10T06:23:22.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Update tests/optimize/test_momentum_qng.py\n\nCo-authored-by: David Wierichs <david.wierichs@xanadu.ai>","shortMessageHtmlLink":"Update tests/optimize/test_momentum_qng.py"}},{"before":"ed0216bb8e016bbc1e862aff4f858dd5985982ed","after":"c5bcae7d0fd602db7659dea1388e620962daf745","ref":"refs/heads/master","pushedAt":"2024-09-09T20:24:03.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Update test_momentum_qng.py","shortMessageHtmlLink":"Update test_momentum_qng.py"}},{"before":"1945539578f88430b51bd4ee7441b1d2ec4a470c","after":"ed0216bb8e016bbc1e862aff4f858dd5985982ed","ref":"refs/heads/master","pushedAt":"2024-09-09T20:17:08.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Add files via upload","shortMessageHtmlLink":"Add files via upload"}},{"before":"15b5a53f7f5c0f48264b7846563fcff9d1627a43","after":"1945539578f88430b51bd4ee7441b1d2ec4a470c","ref":"refs/heads/master","pushedAt":"2024-09-09T20:16:18.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Delete tests/test_momentum_qng.py","shortMessageHtmlLink":"Delete tests/test_momentum_qng.py"}},{"before":"b762acc67c82c281e001c618bfd613705a183b24","after":"15b5a53f7f5c0f48264b7846563fcff9d1627a43","ref":"refs/heads/master","pushedAt":"2024-09-09T20:14:37.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Add files via upload","shortMessageHtmlLink":"Add files via upload"}},{"before":"06ed4af07594aa525f673caf17c688f98c26acc4","after":"b762acc67c82c281e001c618bfd613705a183b24","ref":"refs/heads/master","pushedAt":"2024-09-09T19:04:41.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Update pennylane/optimize/momentum_qng.py\n\nCo-authored-by: David Wierichs <david.wierichs@xanadu.ai>","shortMessageHtmlLink":"Update pennylane/optimize/momentum_qng.py"}},{"before":"f77673d210533c6065fb59ad2371809ce2a634e6","after":"06ed4af07594aa525f673caf17c688f98c26acc4","ref":"refs/heads/master","pushedAt":"2024-09-09T19:04:23.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Update pennylane/optimize/momentum_qng.py\n\nCo-authored-by: David Wierichs <david.wierichs@xanadu.ai>","shortMessageHtmlLink":"Update pennylane/optimize/momentum_qng.py"}},{"before":"fc1cc03033ee5940452276417c7bd4f6f93a4381","after":"f77673d210533c6065fb59ad2371809ce2a634e6","ref":"refs/heads/master","pushedAt":"2024-09-09T19:03:48.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Update pennylane/optimize/momentum_qng.py\n\nCo-authored-by: David Wierichs <david.wierichs@xanadu.ai>","shortMessageHtmlLink":"Update pennylane/optimize/momentum_qng.py"}},{"before":"a1f528104f838629bb06be20affaa3f4d5745126","after":"fc1cc03033ee5940452276417c7bd4f6f93a4381","ref":"refs/heads/master","pushedAt":"2024-09-09T19:03:30.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Update pennylane/optimize/momentum_qng.py\n\nCo-authored-by: David Wierichs <david.wierichs@xanadu.ai>","shortMessageHtmlLink":"Update pennylane/optimize/momentum_qng.py"}},{"before":"0e0fa9b9cca6dae8e69f3b1ff70b3deabe771491","after":"a1f528104f838629bb06be20affaa3f4d5745126","ref":"refs/heads/master","pushedAt":"2024-09-09T19:03:12.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Update pennylane/optimize/momentum_qng.py\n\nCo-authored-by: David Wierichs <david.wierichs@xanadu.ai>","shortMessageHtmlLink":"Update pennylane/optimize/momentum_qng.py"}},{"before":"31c0d0bd9ae1cefe7cdff62565a1f9003358ab25","after":"0e0fa9b9cca6dae8e69f3b1ff70b3deabe771491","ref":"refs/heads/master","pushedAt":"2024-09-09T19:02:46.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Update doc/releases/changelog-dev.md\n\nCo-authored-by: David Wierichs <david.wierichs@xanadu.ai>","shortMessageHtmlLink":"Update doc/releases/changelog-dev.md"}},{"before":"36b746522cea5b97ecc3c5bd11285f66f7543201","after":"31c0d0bd9ae1cefe7cdff62565a1f9003358ab25","ref":"refs/heads/master","pushedAt":"2024-09-08T08:58:01.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Update changelog-dev.md","shortMessageHtmlLink":"Update changelog-dev.md"}},{"before":"fdd61363c8c95adeb67262e727e29dec25872508","after":"36b746522cea5b97ecc3c5bd11285f66f7543201","ref":"refs/heads/master","pushedAt":"2024-09-08T08:34:48.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Quantum natural gradient optimizer with momentum\n\nA generalization of the Quantum Natural Gradient (QNG) optimizer by considering a discrete-time Langevin equation\r\n    with QNG force. For details of the theory and derivation of Momentum-QNG, please, see: \r\n    \r\n        Oleksandr Borysenko, Mykhailo Bratchenko, Ilya Lukin, Mykola Luhanko, Ihor Omelchenko,\r\n        Andrii Sotnikov and Alessandro Lomi.\r\n        \"Application of Langevin Dynamics to Advance the Quantum Natural Gradient Optimization Algorithm\"\r\n        <https://arxiv.org/abs/2409.01978>\r\n\r\n    We are grateful to David Wierichs for his generous help with the multi-argument variant of the MomentumQNGOptimizer class.\r\n    \r\n    In PennyLane, the MomentumQNGOptimizer class is a subclass of the QNGOptimizer class and requires one additional \r\n    hyperparameter (the momentum coefficient) :math:`0 \\leq \\rho < 1`, the default value being :math:`\\rho=0.9`. For :math:`\\rho=0` Momentum-QNG\r\n    reduces to the basic QNG.","shortMessageHtmlLink":"Quantum natural gradient optimizer with momentum"}},{"before":"d31659bc985de158aa1a9288c9ca6a2d18a4cb84","after":"fdd61363c8c95adeb67262e727e29dec25872508","ref":"refs/heads/master","pushedAt":"2024-09-08T08:31:10.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Quantum natural gradient optimizer with momentum\n\nA generalization of the Quantum Natural Gradient (QNG) optimizer by considering a discrete-time Langevin equation\r\n    with QNG force. For details of the theory and derivation of Momentum-QNG, please, see: \r\n    \r\n        Oleksandr Borysenko, Mykhailo Bratchenko, Ilya Lukin, Mykola Luhanko, Ihor Omelchenko,\r\n        Andrii Sotnikov and Alessandro Lomi.\r\n        \"Application of Langevin Dynamics to Advance the Quantum Natural Gradient Optimization Algorithm\"\r\n        <https://arxiv.org/abs/2409.01978>\r\n\r\n    We are grateful to David Wierichs for his generous help with the multi-argument variant of the MomentumQNGOptimizer class.\r\n    \r\n    In PennyLane, the MomentumQNGOptimizer class is a subclass of the QNGOptimizer class and requires one additional \r\n    hyperparameter (the momentum coefficient) :math:`0 \\leq \\rho < 1`, the default value being :math:`\\rho=0.9`. For :math:`\\rho=0` Momentum-QNG\r\n    reduces to the basic QNG.","shortMessageHtmlLink":"Quantum natural gradient optimizer with momentum"}},{"before":"df63953cc1da6d845437d9847ff337a89643cc57","after":"d31659bc985de158aa1a9288c9ca6a2d18a4cb84","ref":"refs/heads/master","pushedAt":"2024-09-08T08:26:40.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"borbysh","name":null,"path":"/borbysh","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/56835947?s=80&v=4"},"commit":{"message":"Quantum natural gradient optimizer with momentum\n\nA generalization of the Quantum Natural Gradient (QNG) optimizer by considering a discrete-time Langevin equation with QNG force.","shortMessageHtmlLink":"Quantum natural gradient optimizer with momentum"}}],"hasNextPage":false,"hasPreviousPage":false,"activityType":"all","actor":null,"timePeriod":"all","sort":"DESC","perPage":30,"cursor":"Y3Vyc29yOnYyOpK7MjAyNC0wOS0xNlQwNjoyNjozNy4wMDAwMDBazwAAAAS3Fsaa","startCursor":"Y3Vyc29yOnYyOpK7MjAyNC0wOS0xNlQwNjoyNjozNy4wMDAwMDBazwAAAAS3Fsaa","endCursor":"Y3Vyc29yOnYyOpK7MjAyNC0wOS0wOFQwODoyNjo0MC4wMDAwMDBazwAAAASwAKkW"}},"title":"Activity · borbysh/pennylane"}