{"payload":{"feedbackUrl":"https://github.com/orgs/community/discussions/53140","repo":{"id":814474126,"defaultBranch":"main","name":"Sentiment-Analysis-with-ALBERT","ownerLogin":"modysalman","currentUserCanPush":false,"isFork":false,"isEmpty":false,"createdAt":"2024-06-13T05:01:12.000Z","ownerAvatar":"https://github.com/avatars/u/90044366?v=4","public":true,"private":false,"isOrgOwned":false},"refInfo":{"name":"","listCacheKey":"v0:1718254872.0","currentOid":""},"activityList":{"items":[{"before":"8e8c754e4a299f54a113f32a0065da14e63233ab","after":"e0051a2b883ad9c254f3444235eccedce0d553fa","ref":"refs/heads/main","pushedAt":"2024-06-13T05:01:44.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"modysalman","name":"mohamed salman","path":"/modysalman","primaryAvatarUrl":"https://github.com/avatars/u/90044366?s=80&v=4"},"commit":{"message":"Add files via upload\n\nSentiment Analysis with ALBERT\r\nThis repository contains a Jupyter notebook for performing sentiment analysis using the ALBERT model. The notebook includes steps for setting up the model, processing text data, and providing a graphical user interface (GUI) using tkinter for user interaction.\r\n\r\nOverview\r\nThe notebook performs the following key functions:\r\n\r\nModel Setup:\r\n\r\nInitializes and loads the ALBERT model for sentiment analysis.\r\nUses the Hugging Face Transformers library to manage the model.\r\nData Processing:\r\n\r\nPrepares text data for input into the model.\r\nIncludes tokenization and other preprocessing steps.\r\nSentiment Analysis:\r\n\r\nApplies the ALBERT model to analyze the sentiment of the provided text.\r\nClassifies text into sentiment categories (e.g., positive, negative, neutral).\r\nGraphical User Interface (GUI):\r\n\r\nUses tkinter to create a user-friendly interface.\r\nAllows users to input text and view sentiment analysis results.\r\nDisplays the sentiment classification in the GUI.\r\nGetting Started\r\nPrerequisites\r\nEnsure you have the following installed:\r\n\r\nPython 3.x\r\nJupyter Notebook\r\nTransformers library from Hugging Face\r\ntkinter","shortMessageHtmlLink":"Add files via upload"}},{"before":null,"after":"8e8c754e4a299f54a113f32a0065da14e63233ab","ref":"refs/heads/main","pushedAt":"2024-06-13T05:01:12.000Z","pushType":"branch_creation","commitsCount":0,"pusher":{"login":"modysalman","name":"mohamed salman","path":"/modysalman","primaryAvatarUrl":"https://github.com/avatars/u/90044366?s=80&v=4"},"commit":{"message":"Initial commit","shortMessageHtmlLink":"Initial commit"}}],"hasNextPage":false,"hasPreviousPage":false,"activityType":"all","actor":null,"timePeriod":"all","sort":"DESC","perPage":30,"cursor":"Y3Vyc29yOnYyOpK7MjAyNC0wNi0xM1QwNTowMTo0NC4wMDAwMDBazwAAAARj_1qk","startCursor":"Y3Vyc29yOnYyOpK7MjAyNC0wNi0xM1QwNTowMTo0NC4wMDAwMDBazwAAAARj_1qk","endCursor":"Y3Vyc29yOnYyOpK7MjAyNC0wNi0xM1QwNTowMToxMi4wMDAwMDBazwAAAARj_0aV"}},"title":"Activity · modysalman/Sentiment-Analysis-with-ALBERT"}