{"id":21006998,"url":"https://github.com/abehandler/cnn-sentence-classification","last_synced_at":"2025-03-13T15:15:57.757Z","repository":{"id":72743568,"uuid":"85638636","full_name":"AbeHandler/cnn-sentence-classification","owner":"AbeHandler","description":null,"archived":false,"fork":false,"pushed_at":"2016-08-08T10:32:28.000Z","size":500,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-20T10:44:55.259Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":false,"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/AbeHandler.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":"2017-03-20T23:47:38.000Z","updated_at":"2018-03-23T12:31:51.000Z","dependencies_parsed_at":null,"dependency_job_id":"94913aa1-4158-4a40-91a3-40dca035b67e","html_url":"https://github.com/AbeHandler/cnn-sentence-classification","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/AbeHandler%2Fcnn-sentence-classification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbeHandler%2Fcnn-sentence-classification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbeHandler%2Fcnn-sentence-classification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbeHandler%2Fcnn-sentence-classification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AbeHandler","download_url":"https://codeload.github.com/AbeHandler/cnn-sentence-classification/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243428433,"owners_count":20289317,"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":[],"created_at":"2024-11-19T08:54:26.523Z","updated_at":"2025-03-13T15:15:57.752Z","avatar_url":"https://github.com/AbeHandler.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Sentence Classification With Convolutional Neural Networks\n\nThis is an extension of yoonkim's implementation of CNN_sentence to classify test sentences. In addition to the original Random and Word2Vec embeddings, GloVe support has been added.\nThe original implementation can be found here: https://github.com/yoonkim/CNN_sentence\n\nThe file conv_net_classes.py is the same file from original implementation.\nThe files conv_net_sentence.ipynb and process.ipynb are modified files.\n\nThe original rt-polarity.neg and rt-polarity.pos files consisted of 5331 examples each. I took 50 examples from each of them to create\nthe test.data file. Here rt-polarity.neg, rt-polarity.pos, test.data consists of 5281, 5281 and 100 examples.\n\nFirst 50 examples of test.data are of negative sentiment, rest are of positive sentiment.  \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabehandler%2Fcnn-sentence-classification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fabehandler%2Fcnn-sentence-classification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabehandler%2Fcnn-sentence-classification/lists"}