{"id":21578747,"url":"https://github.com/jeonghunyoon/text-classification-keras","last_synced_at":"2025-03-18T07:32:19.648Z","repository":{"id":185670479,"uuid":"147232213","full_name":"jeonghunyoon/Text-classification-keras","owner":"jeonghunyoon","description":"Kears implementation of \"Convolutional Neural Networks for Sentence Classification\"","archived":false,"fork":false,"pushed_at":"2018-12-07T13:59:28.000Z","size":220,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-01-24T14:18:12.025Z","etag":null,"topics":["cnn","cnn-classification","cnn-keras","cnn-text-classification","deep-learning","text-classification"],"latest_commit_sha":null,"homepage":"","language":"Python","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/jeonghunyoon.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}},"created_at":"2018-09-03T17:00:09.000Z","updated_at":"2022-02-10T16:44:18.000Z","dependencies_parsed_at":null,"dependency_job_id":"9d20ac38-a651-4ae6-824d-2d4c535673ef","html_url":"https://github.com/jeonghunyoon/Text-classification-keras","commit_stats":null,"previous_names":["jeonghunyoon/text-classification-keras"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jeonghunyoon%2FText-classification-keras","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jeonghunyoon%2FText-classification-keras/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jeonghunyoon%2FText-classification-keras/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jeonghunyoon%2FText-classification-keras/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jeonghunyoon","download_url":"https://codeload.github.com/jeonghunyoon/Text-classification-keras/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244177729,"owners_count":20411011,"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":["cnn","cnn-classification","cnn-keras","cnn-text-classification","deep-learning","text-classification"],"created_at":"2024-11-24T13:11:30.591Z","updated_at":"2025-03-18T07:32:19.625Z","avatar_url":"https://github.com/jeonghunyoon.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Text-classification-kears\n\n## Data\n\n- UCI repository (https://www.kaggle.com/uciml/sms-spam-collection-dataset)\n- For new data, please change the *classifier.py* and *data_helpers.py*.\n\n\n## Train\n\nIn *classifier.py*, ```IS_EMBEDDING = True```, then the model use the **word2vec** embedding vector.\n\nCheck and change the hyper parameters in *hyper_params.py*. \n\nRun as following.\n\n```\npython classifier.py\n```\n\n## Author\n\nJeonghun Yoon\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjeonghunyoon%2Ftext-classification-keras","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjeonghunyoon%2Ftext-classification-keras","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjeonghunyoon%2Ftext-classification-keras/lists"}