{"id":41705548,"url":"https://github.com/saraivaufc/sentiment-analysis-lstm","last_synced_at":"2026-01-24T21:30:29.628Z","repository":{"id":39739992,"uuid":"214948041","full_name":"saraivaufc/sentiment-analysis-lstm","owner":"saraivaufc","description":"Sentiment Classification with Natural Language Processing on Recurrent Neural 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Scikit-learn -- [Homepage](https://scikit-learn.org)\n* Pandas -- [Homepage](https://pandas.pydata.org/)\n* Natural Language Toolkit -- [Homepage](https://www.nltk.org/)\n\n![](docs/sentiment_analysis.png)\n\n### Create and activate a virtual environment\n```shell\n$ virtualenv env -p python3\n$ source env/bin/activate\n```\n\nInstall Others Requirements\n```shell\n(env) $ pip3 install -r requirements.txt\n```\n\n### Dataset\n\nDownload: https://drive.google.com/drive/folders/1JygBJI7LoWsbEirleZZc21CCmbFKHNaI?usp=sharing\n\n### Running]\n```shell\n(env) python3 main.py\n```\n\n\u003ca rel=\"license\" href=\"http://creativecommons.org/licenses/by-nc/4.0/\"\u003e\n    \u003cimg alt=\"Creative Commons License\" style=\"border-width:0\" src=\"https://i.creativecommons.org/l/by-nc/4.0/88x31.png\" /\u003e\n\u003c/a\u003e\n\u003cbr /\u003e\nThis work is licensed under a \u003ca rel=\"license\" href=\"http://creativecommons.org/licenses/by-nc/4.0/\"\u003eCreative Commons Attribution-NonCommercial 4.0 International License\u003c/a\u003e.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsaraivaufc%2Fsentiment-analysis-lstm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsaraivaufc%2Fsentiment-analysis-lstm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsaraivaufc%2Fsentiment-analysis-lstm/lists"}