{"id":29148768,"url":"https://github.com/ahmadjamil888/sentiment-analysis-model-ai","last_synced_at":"2026-04-17T05:02:19.741Z","repository":{"id":300956929,"uuid":"1007697922","full_name":"Ahmadjamil888/Sentiment-Analysis-Model-AI","owner":"Ahmadjamil888","description":"AI model for Sentiment analysis using pytorch and hugging face","archived":false,"fork":false,"pushed_at":"2025-06-24T12:02:03.000Z","size":90,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-10-24T17:27:52.769Z","etag":null,"topics":["ai","analysis","api","face","flask","higging","pytorch","rest","sentiment"],"latest_commit_sha":null,"homepage":"https://github.com/Ahmadjamil888/Sentiment-Analysis-Model-AI/tree/main","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/Ahmadjamil888.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,"zenodo":null}},"created_at":"2025-06-24T11:48:04.000Z","updated_at":"2025-08-07T13:14:33.000Z","dependencies_parsed_at":"2025-06-24T12:51:29.832Z","dependency_job_id":"d0dadca3-061f-4a0c-92f6-246de5f8a15a","html_url":"https://github.com/Ahmadjamil888/Sentiment-Analysis-Model-AI","commit_stats":null,"previous_names":["ahmadjamil888/sentiment-analysis-model-ai"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Ahmadjamil888/Sentiment-Analysis-Model-AI","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ahmadjamil888%2FSentiment-Analysis-Model-AI","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ahmadjamil888%2FSentiment-Analysis-Model-AI/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ahmadjamil888%2FSentiment-Analysis-Model-AI/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ahmadjamil888%2FSentiment-Analysis-Model-AI/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Ahmadjamil888","download_url":"https://codeload.github.com/Ahmadjamil888/Sentiment-Analysis-Model-AI/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ahmadjamil888%2FSentiment-Analysis-Model-AI/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31915900,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-16T18:22:33.417Z","status":"online","status_checked_at":"2026-04-17T02:00:06.879Z","response_time":62,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["ai","analysis","api","face","flask","higging","pytorch","rest","sentiment"],"created_at":"2025-06-30T22:07:26.332Z","updated_at":"2026-04-17T05:02:19.735Z","avatar_url":"https://github.com/Ahmadjamil888.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Sentiment Analysis Model AI\n\nThis repository contains a complete full-stack application for performing sentiment analysis on user-provided text. The backend is powered by a pre-trained Hugging Face Transformer model, while the frontend is built using HTML, CSS, and JavaScript.\n\n## Overview\n\nThe application allows users to input a text message and receive an instant sentiment classification—either **positive** or **negative**—based on state-of-the-art natural language processing techniques.\n\n## Technologies Used\n\n Backend\n- Python\n- Flask (REST API)\n- Hugging Face Transformers (`pipeline` with DistilBERT)\n- PyTorch\n- Flask-CORS\n\n### Frontend\n- HTML5\n- CSS3\n- JavaScript (Fetch API)\n\n\n## Installation and Usage\n\n### 1. Clone the Repository\n\n```bash\ngit clone https://github.com/Ahmadjamil888/Sentiment-Analysis-Model-AI.git\ncd Sentiment-app\n\n```\n### Install dependencies \n```\npip install -r requirements.txt\n```\nRun the Backend server\n```\npip install -r requirements.txt\n```\nyou will see this on port:5000:\n\u003cimg src=\"https://raw.githubusercontent.com/Ahmadjamil888/Sentiment-Analysis-Model-AI/refs/heads/main/Screenshot%202025-06-24%20165212.png\"\u003e\n\nRun the index.html file in your frontend folder\n# Now on front end you should see this\n\u003cimg src=\"https://raw.githubusercontent.com/Ahmadjamil888/Sentiment-Analysis-Model-AI/refs/heads/main/Screenshot%202025-06-24%20164442.png\"\u003e\n For positive Sentiment\n\u003cimg src=\"https://raw.githubusercontent.com/Ahmadjamil888/Sentiment-Analysis-Model-AI/refs/heads/main/Screenshot%202025-06-24%20164513.png\"\u003e\n and for Negative Sentiment\n\u003cimg src=\"https://raw.githubusercontent.com/Ahmadjamil888/Sentiment-Analysis-Model-AI/refs/heads/main/Screenshot%202025-06-24%20164531.png\"\u003e\n\n\n\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fahmadjamil888%2Fsentiment-analysis-model-ai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fahmadjamil888%2Fsentiment-analysis-model-ai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fahmadjamil888%2Fsentiment-analysis-model-ai/lists"}