{"payload":{"feedbackUrl":"https://github.com/orgs/community/discussions/53140","repo":{"id":40273,"defaultBranch":"main","name":"6009CMD-ANN-project","ownerLogin":"nathanaelv","currentUserCanPush":false,"isFork":false,"isEmpty":false,"createdAt":"2026-03-05T02:01:55.000Z","ownerAvatar":"https://github.coventry.ac.uk/avatars/u/7333","public":true,"private":false,"isOrgOwned":false},"refInfo":{"name":"","listCacheKey":"v0:1772676277.0","currentOid":""},"activityList":{"items":[{"before":"d9a2299358a74fc1c8cbd54d1c58978011769418","after":"cf4226e66c63b499a43cf7f34b0dcff46f7705c7","ref":"refs/heads/main","pushedAt":"2026-04-06T02:15:02.000Z","pushType":"push","commitsCount":2,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Add Part B confusion matrix, fix figure references, update README with video link","shortMessageHtmlLink":"Add Part B confusion matrix, fix figure references, update README wit…"}},{"before":"420d8b4be3038a28c87d2bed9841c46e34a07c5d","after":"d9a2299358a74fc1c8cbd54d1c58978011769418","ref":"refs/heads/main","pushedAt":"2026-04-04T11:57:01.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Update README.md","shortMessageHtmlLink":"Update README.md"}},{"before":"2c97de226b986f703bb47b56e68510cea9072666","after":"420d8b4be3038a28c87d2bed9841c46e34a07c5d","ref":"refs/heads/main","pushedAt":"2026-04-03T14:30:59.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Add files via upload","shortMessageHtmlLink":"Add files via upload"}},{"before":"8ecd26337da93c65dcb265dc354e7afad2d071fb","after":"2c97de226b986f703bb47b56e68510cea9072666","ref":"refs/heads/main","pushedAt":"2026-04-03T14:27:46.000Z","pushType":"force_push","commitsCount":0,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Refine README for final submission","shortMessageHtmlLink":"Refine README for final submission"}},{"before":"6c97bb6a3cbdd76bb9540d426f2f4feb7d8555cc","after":"8ecd26337da93c65dcb265dc354e7afad2d071fb","ref":"refs/heads/main","pushedAt":"2026-04-03T14:23:00.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Update README.md","shortMessageHtmlLink":"Update README.md"}},{"before":"cdeef4c42dde032d83314f664ce154cae8435de9","after":"6c97bb6a3cbdd76bb9540d426f2f4feb7d8555cc","ref":"refs/heads/main","pushedAt":"2026-04-03T14:21:12.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Update README.md","shortMessageHtmlLink":"Update README.md"}},{"before":"a300f40ae246b2e2de63ae81c0e547a37f863aa9","after":"cdeef4c42dde032d83314f664ce154cae8435de9","ref":"refs/heads/main","pushedAt":"2026-04-03T14:17:47.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Update README.md","shortMessageHtmlLink":"Update README.md"}},{"before":"7479afba7dd77646afd8a87dbfd8c39f428989fb","after":"a300f40ae246b2e2de63ae81c0e547a37f863aa9","ref":"refs/heads/main","pushedAt":"2026-04-03T14:16:17.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Update README.md","shortMessageHtmlLink":"Update README.md"}},{"before":"4349eb5b8cfacda40841e3e5a334f1c782842e78","after":"7479afba7dd77646afd8a87dbfd8c39f428989fb","ref":"refs/heads/main","pushedAt":"2026-04-03T10:09:16.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Finalize coursework revisions for report, notebooks, figures and models","shortMessageHtmlLink":"Finalize coursework revisions for report, notebooks, figures and models"}},{"before":"de70c75390c070ced21baff3aa575f76fec6bba4","after":"4349eb5b8cfacda40841e3e5a334f1c782842e78","ref":"refs/heads/main","pushedAt":"2026-03-13T18:19:46.000Z","pushType":"force_push","commitsCount":0,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"add plt.savefig to partA and partB notebooks, add figures","shortMessageHtmlLink":"add plt.savefig to partA and partB notebooks, add figures"}},{"before":"dd8df5054696278021ef1ab660cd1ab1a5749d1a","after":"de70c75390c070ced21baff3aa575f76fec6bba4","ref":"refs/heads/main","pushedAt":"2026-03-13T18:13:43.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"add plt.savefig to partA and partB notebooks, add figures","shortMessageHtmlLink":"add plt.savefig to partA and partB notebooks, add figures"}},{"before":"50147d604edaa1e4310616e0d25b608478f66633","after":"dd8df5054696278021ef1ab660cd1ab1a5749d1a","ref":"refs/heads/main","pushedAt":"2026-03-13T18:12:21.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"add plt.savefig to partA and partB notebooks","shortMessageHtmlLink":"add plt.savefig to partA and partB notebooks"}},{"before":"85c48a384914412cbe97e16b35bbd1befda1b86b","after":"50147d604edaa1e4310616e0d25b608478f66633","ref":"refs/heads/main","pushedAt":"2026-03-13T17:45:54.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Update README.md","shortMessageHtmlLink":"Update README.md"}},{"before":"6a8448fead093d3c7f826d0b0d1b55145fffd4f7","after":"85c48a384914412cbe97e16b35bbd1befda1b86b","ref":"refs/heads/main","pushedAt":"2026-03-13T17:45:33.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Update README.md","shortMessageHtmlLink":"Update README.md"}},{"before":"af882763384f80832d9c3f5028d055da7a862cdd","after":"6a8448fead093d3c7f826d0b0d1b55145fffd4f7","ref":"refs/heads/main","pushedAt":"2026-03-13T17:45:00.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Add README with project overview, repository structure and instructions to run notebooks","shortMessageHtmlLink":"Add README with project overview, repository structure and instructio…"}},{"before":"5254f4aee3a2e9a9cf8541ec51d8a831dbcdf98f","after":"af882763384f80832d9c3f5028d055da7a862cdd","ref":"refs/heads/main","pushedAt":"2026-03-13T17:36:53.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Part B: Add MC Dropout uncertainty estimation, calibration curves, Brier score, ROC and final model save","shortMessageHtmlLink":"Part B: Add MC Dropout uncertainty estimation, calibration curves, Br…"}},{"before":"76c33cab9da17c44091dce34bd89437fb8f08bfb","after":"5254f4aee3a2e9a9cf8541ec51d8a831dbcdf98f","ref":"refs/heads/main","pushedAt":"2026-03-12T00:03:37.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Part B: Add preprocessing, GenAI assisted model with L2 regularisation, compilation and training","shortMessageHtmlLink":"Part B: Add preprocessing, GenAI assisted model with L2 regularisatio…"}},{"before":"fc4a40a27c97767a265ade4a53409719b33a22b7","after":"76c33cab9da17c44091dce34bd89437fb8f08bfb","ref":"refs/heads/main","pushedAt":"2026-03-11T18:43:22.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Part B: Add GenAI prompt log, imports, dataset load and full EDA","shortMessageHtmlLink":"Part B: Add GenAI prompt log, imports, dataset load and full EDA"}},{"before":"2831aabe79e662bcad3e64b04e3ba5ed59b5a49b","after":"fc4a40a27c97767a265ade4a53409719b33a22b7","ref":"refs/heads/main","pushedAt":"2026-03-10T23:24:19.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Part A: Add evaluation, confusion matrix, uncertainty analysis, ROC curves and final model save","shortMessageHtmlLink":"Part A: Add evaluation, confusion matrix, uncertainty analysis, ROC c…"}},{"before":"fc82d39fa619417e0bfab6a728c28ee8575d598f","after":"2831aabe79e662bcad3e64b04e3ba5ed59b5a49b","ref":"refs/heads/main","pushedAt":"2026-03-10T17:22:35.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Part A: Add model compilation, callbacks, training and training curves","shortMessageHtmlLink":"Part A: Add model compilation, callbacks, training and training curves"}},{"before":"ce3c21d6cde44036140a54d034fcd2a22be4b2d1","after":"fc82d39fa619417e0bfab6a728c28ee8575d598f","ref":"refs/heads/main","pushedAt":"2026-03-10T10:43:49.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Part A: Add ANN model architecture — Dense layers, BatchNorm, Dropout, He initialisation","shortMessageHtmlLink":"Part A: Add ANN model architecture — Dense layers, BatchNorm, Dropout…"}},{"before":"766fda40e51199c575ac17307f5cc0ea08452367","after":"ce3c21d6cde44036140a54d034fcd2a22be4b2d1","ref":"refs/heads/main","pushedAt":"2026-03-10T01:14:28.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Part A: Add preprocessing — pixel normalisation and flattening","shortMessageHtmlLink":"Part A: Add preprocessing — pixel normalisation and flattening"}},{"before":"eec79b218e1e378215e260fb62eadfb016be1ccd","after":"766fda40e51199c575ac17307f5cc0ea08452367","ref":"refs/heads/main","pushedAt":"2026-03-08T07:23:54.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Part A: Add full EDA — sample grid, class distribution, mean images, RGB histograms, summary table","shortMessageHtmlLink":"Part A: Add full EDA — sample grid, class distribution, mean images, …"}},{"before":null,"after":"eec79b218e1e378215e260fb62eadfb016be1ccd","ref":"refs/heads/main","pushedAt":"2026-03-05T02:04:37.000Z","pushType":"branch_creation","commitsCount":0,"pusher":{"login":"nathanaelv","name":"Vincent Nathanael (nathanaelv)","path":"/nathanaelv","primaryAvatarUrl":"https://github.coventry.ac.uk/avatars/u/7333?s=80"},"commit":{"message":"Add project structure and Part A notebook with imports and library version checks","shortMessageHtmlLink":"Add project structure and Part A notebook with imports and library ve…"}}],"hasNextPage":false,"hasPreviousPage":false,"activityType":"all","actor":null,"timePeriod":"all","sort":"DESC","perPage":30,"cursor":"djE6ks4AB9rKAA","startCursor":null,"endCursor":null}},"title":"Activity · nathanaelv/6009CMD-ANN-project"}