{"id":24792614,"url":"https://github.com/praths71018/hindi_sentiment_analysis","last_synced_at":"2025-03-24T15:26:48.718Z","repository":{"id":234379785,"uuid":"788778242","full_name":"praths71018/Hindi_Sentiment_Analysis","owner":"praths71018","description":"Understanding the sentiment of customers from product reviews using IndicBERT ","archived":false,"fork":false,"pushed_at":"2024-04-24T00:58:21.000Z","size":102,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-29T20:42:22.037Z","etag":null,"topics":["hindi","indicbert","machine-learning","nlp","product-reviews","sentiment-analysis"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/praths71018.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":"2024-04-19T04:11:11.000Z","updated_at":"2024-04-24T00:58:24.000Z","dependencies_parsed_at":"2025-01-29T20:38:46.604Z","dependency_job_id":null,"html_url":"https://github.com/praths71018/Hindi_Sentiment_Analysis","commit_stats":null,"previous_names":["praths71018/hindi_sentiment_analysis"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/praths71018%2FHindi_Sentiment_Analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/praths71018%2FHindi_Sentiment_Analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/praths71018%2FHindi_Sentiment_Analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/praths71018%2FHindi_Sentiment_Analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/praths71018","download_url":"https://codeload.github.com/praths71018/Hindi_Sentiment_Analysis/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245296691,"owners_count":20592257,"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":["hindi","indicbert","machine-learning","nlp","product-reviews","sentiment-analysis"],"created_at":"2025-01-29T20:38:37.535Z","updated_at":"2025-03-24T15:26:48.713Z","avatar_url":"https://github.com/praths71018.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Introduction\n\nThis project uses different pre-trained models to predict the sentiments of people based on reviews in Hindi.\n\n# Dataset Description\n\nThe dataset is a collection of Hindi reviews (2006 training examples) with 4 sentiments:\n\n1. Happy\n2. Sad\n3. Angry\n4. Neutral\n\n# Models used\n\n1. LSTM\n2. BERT\n3. mBERT\n4. DistillBERT\n5. IndicBERT\n\n# Steps\n\n## Transliterate\n\n1. In the Transliterate Directory 1st git clone below repository:\n\n```bash\n   git clone https://github.com/yourusername/torch-transformer-hinglish2hindi-translator.git\n   cd torch-transformer-hinglish2hindi-translator\n```\n\n(go to the repository to check how to use it)\n\n2. Change the model_path in transliterate.ipynb to any of the models and run that file.\n\n## Model building\n\n1. Run Hindi_Sentiment_analysis.ipynb which uses IndicBert model.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpraths71018%2Fhindi_sentiment_analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpraths71018%2Fhindi_sentiment_analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpraths71018%2Fhindi_sentiment_analysis/lists"}