{"id":18095177,"url":"https://github.com/jakartaresearch/pytorch-sentiment","last_synced_at":"2025-07-05T00:05:58.868Z","repository":{"id":57476551,"uuid":"282600041","full_name":"jakartaresearch/pytorch-sentiment","owner":"jakartaresearch","description":"Sentiment Analysis Framework for Researcher with Pytorch","archived":false,"fork":false,"pushed_at":"2022-11-28T05:59:33.000Z","size":33,"stargazers_count":7,"open_issues_count":34,"forks_count":3,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-05-15T23:44:55.055Z","etag":null,"topics":["machine-learning","natural-language-processing","research-framework","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":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jakartaresearch.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}},"created_at":"2020-07-26T07:34:25.000Z","updated_at":"2024-08-02T14:45:18.000Z","dependencies_parsed_at":"2023-01-22T01:57:11.147Z","dependency_job_id":null,"html_url":"https://github.com/jakartaresearch/pytorch-sentiment","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/jakartaresearch/pytorch-sentiment","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jakartaresearch%2Fpytorch-sentiment","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jakartaresearch%2Fpytorch-sentiment/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jakartaresearch%2Fpytorch-sentiment/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jakartaresearch%2Fpytorch-sentiment/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jakartaresearch","download_url":"https://codeload.github.com/jakartaresearch/pytorch-sentiment/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jakartaresearch%2Fpytorch-sentiment/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":260415580,"owners_count":23005536,"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":["machine-learning","natural-language-processing","research-framework","sentiment-analysis"],"created_at":"2024-10-31T19:09:10.601Z","updated_at":"2025-07-05T00:05:58.845Z","avatar_url":"https://github.com/jakartaresearch.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# TorchSenti\n\nSentiment Analysis Library for Research with PyTorch\n\nTorchSenti provides sentiment analysis datasets from a simple one (positive/negative labels) to fine-grained one (aspect-based). TorchSenti is compatible with PyTorch to develop model and use pre-trained model to benchmark your work with other researchers.\n\n#### Features\n    - Text Cleansing e.g removing hyperlinks\n    - WordPiece Tokenization with tagging for aspect extraction\n    - Entity metrics for aspect detection\n\n#### Dataset Available\n    - **Sentiment Analysis**\n        - IMDB Movie Reviews\n        - Pros and Cons\n        - Movie Review\n        - Trip Advisor\n        - City Search Data\n        - Yelp Review\n    - **Aspect-based Sentiment Analysis**\n        - SemEval 2014 Task 4 (ToDo)\n        - SemEval 2015 Task 12 (ToDo)\n        - SemEval 2016 Task 5 (ToDo)\n\n## Installation\nYou can install TorchSenti using pip\n\n```\n    pip install torchsenti\n```\n\nfrom source\n\n```\n    git clone https://github.com/jakartaresearch/pytorch-sentiment.git\n    cd pytorch-sentiment\n    python setup.py install\n```\n\n## Getting Started\n\n\n## Contributors\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjakartaresearch%2Fpytorch-sentiment","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjakartaresearch%2Fpytorch-sentiment","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjakartaresearch%2Fpytorch-sentiment/lists"}