{"id":22751716,"url":"https://github.com/snehawk20/sentiment_analysis","last_synced_at":"2025-03-30T06:42:47.266Z","repository":{"id":109624611,"uuid":"603587095","full_name":"snehawk20/sentiment_analysis","owner":"snehawk20","description":"Sentiment analysis on feedback from Customer Feedback Team and a summarization of negative feedback for every support role","archived":false,"fork":false,"pushed_at":"2023-02-19T01:30:21.000Z","size":152,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-05T08:51:25.599Z","etag":null,"topics":["bart","data-augmentation","lstm"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/snehawk20.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-02-19T00:40:26.000Z","updated_at":"2023-02-19T01:43:22.000Z","dependencies_parsed_at":"2023-03-21T05:08:23.472Z","dependency_job_id":null,"html_url":"https://github.com/snehawk20/sentiment_analysis","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/snehawk20%2Fsentiment_analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/snehawk20%2Fsentiment_analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/snehawk20%2Fsentiment_analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/snehawk20%2Fsentiment_analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/snehawk20","download_url":"https://codeload.github.com/snehawk20/sentiment_analysis/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246285666,"owners_count":20752953,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["bart","data-augmentation","lstm"],"created_at":"2024-12-11T05:06:53.578Z","updated_at":"2025-03-30T06:42:47.260Z","avatar_url":"https://github.com/snehawk20.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Sentiment Analysis and Text Summarization\nThis solution was submitted to round 2 of Convolve, an ML/AI hackathon jointly organized by 6 IITs.\nThe problem statement is about analysing the feedback from Cisco's Customer Support Team. Feedback is available for different job roles and we had to predict if each fedback is a positive or negative sentiment, followed by summarising the negative feedback for every job role.\n\n``data`` contains the training data\n``test`` contains the test data\n``convolve_epoch_2.ipynb`` is the notebook cn be run on `Python3`\n\n### Solution\n\n* Sentiment Analysis using LSTMs\n* Text Summarization using BART\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsnehawk20%2Fsentiment_analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsnehawk20%2Fsentiment_analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsnehawk20%2Fsentiment_analysis/lists"}