{"id":20041006,"url":"https://github.com/lovesaroha/twitter-sentiment-analysis-training","last_synced_at":"2026-05-06T00:38:18.487Z","repository":{"id":219217082,"uuid":"410888004","full_name":"lovesaroha/Twitter-Sentiment-Analysis-Training","owner":"lovesaroha","description":"Training a keras model to recognize sentiment in order to classify an incoming tweet as positive or the other.","archived":false,"fork":false,"pushed_at":"2021-09-27T13:08:17.000Z","size":13,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-12T19:23:24.132Z","etag":null,"topics":["keras","machine-learning","python","sentiment-analysis","tensorflow","twitter-sentiment-analysis"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/lovesaroha.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}},"created_at":"2021-09-27T13:07:45.000Z","updated_at":"2021-09-27T13:09:11.000Z","dependencies_parsed_at":"2024-01-26T05:14:21.658Z","dependency_job_id":"41b14175-3e15-4eec-b405-e066035e0432","html_url":"https://github.com/lovesaroha/Twitter-Sentiment-Analysis-Training","commit_stats":null,"previous_names":["lovesaroha/twitter-sentiment-analysis-training"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lovesaroha%2FTwitter-Sentiment-Analysis-Training","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lovesaroha%2FTwitter-Sentiment-Analysis-Training/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lovesaroha%2FTwitter-Sentiment-Analysis-Training/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lovesaroha%2FTwitter-Sentiment-Analysis-Training/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lovesaroha","download_url":"https://codeload.github.com/lovesaroha/Twitter-Sentiment-Analysis-Training/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241470364,"owners_count":19968041,"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":["keras","machine-learning","python","sentiment-analysis","tensorflow","twitter-sentiment-analysis"],"created_at":"2024-11-13T10:44:53.469Z","updated_at":"2025-10-13T00:18:38.078Z","avatar_url":"https://github.com/lovesaroha.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Twitter-Sentiment-Analysis-Training\nTraining a keras model to recognize sentiment in order to classify an incoming tweet as positive or the other.\u003cbr/\u003e\nDownload training data of (1.6 million tweets) from [kazanova/sentiment140](https://www.kaggle.com/kazanova/sentiment140).\u003cbr/\u003eDownload word embeddings from [danielwillgeorge/glove6b100dtxt](https://www.kaggle.com/danielwillgeorge/glove6b100dtxt)\n\n## Requirements\n- Python 3 or higher.\n\n## Packages\n\n### Numpy\n```bash\npy -m pip install numpy\n```\n\n### Tensorflow\n```bash\npy -m pip install tensorflow\n```\n\n## Start Training\n```bash\npy training.py\n```\n\n\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flovesaroha%2Ftwitter-sentiment-analysis-training","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flovesaroha%2Ftwitter-sentiment-analysis-training","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flovesaroha%2Ftwitter-sentiment-analysis-training/lists"}