{"id":23914843,"url":"https://github.com/alessiochen/setiment-analysis-ai-project","last_synced_at":"2026-05-12T23:32:26.745Z","repository":{"id":112500206,"uuid":"289694875","full_name":"AlessioChen/Setiment-Analysis-AI-Project","owner":"AlessioChen","description":"Application of Sentimental Analysis for Artificial Intelligence class at UNIFI","archived":false,"fork":false,"pushed_at":"2020-09-04T10:09:49.000Z","size":196,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-23T18:47:23.355Z","etag":null,"topics":["ai","andrew","dataset","movie-reviews","scikit-learn","sentiment-analysis"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AlessioChen.png","metadata":{"files":{"readme":"README.MD","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2020-08-23T13:46:50.000Z","updated_at":"2020-09-12T05:15:59.000Z","dependencies_parsed_at":"2023-05-15T10:00:15.446Z","dependency_job_id":null,"html_url":"https://github.com/AlessioChen/Setiment-Analysis-AI-Project","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/AlessioChen/Setiment-Analysis-AI-Project","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlessioChen%2FSetiment-Analysis-AI-Project","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlessioChen%2FSetiment-Analysis-AI-Project/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlessioChen%2FSetiment-Analysis-AI-Project/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlessioChen%2FSetiment-Analysis-AI-Project/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AlessioChen","download_url":"https://codeload.github.com/AlessioChen/Setiment-Analysis-AI-Project/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlessioChen%2FSetiment-Analysis-AI-Project/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32961712,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-12T23:30:32.555Z","status":"ssl_error","status_checked_at":"2026-05-12T23:30:18.191Z","response_time":102,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["ai","andrew","dataset","movie-reviews","scikit-learn","sentiment-analysis"],"created_at":"2025-01-05T10:28:34.113Z","updated_at":"2026-05-12T23:32:26.730Z","avatar_url":"https://github.com/AlessioChen.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Sentimental Analysis on IMDB Movie Reviews \n\nThis project written in python is about testing two classifiers for Machine Learning , Perceptron and Naive Bayes, using the implementation from Scikit-Learn. \nThe goal is to make sentiment analysis of movie reviews. The dataset used is the Large Movie Review Dataset v1.0.\n\n## Dataset\nThe dataset i have used can be downloaded from the following link: \n\n* [http://ai.stanford.edu/~amaas/data/sentiment/](http://ai.stanford.edu/~amaas/data/sentiment/)\n\n## Requirements\n* scikit-learn\n* numpy \n* matplotlib\n* itertools\n\n\n## Results \nTo replicate the result you need to download the dataset from the link and unzip it in the data/ folder. \n\nCheck the projectReport file for more details.\n\n## References \n* [http://ai.stanford.edu/~amaas//papers/wvSent_acl2011](http://ai.stanford.edu/~amaas//papers/wvSent_acl2011.pdf) - Andrew L. Maas, Raymond E. Daly, Peter T. Pham, Dan Huang,\nAndrew Y. Ng, and Christopher Potts","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falessiochen%2Fsetiment-analysis-ai-project","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falessiochen%2Fsetiment-analysis-ai-project","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falessiochen%2Fsetiment-analysis-ai-project/lists"}