{"id":23150280,"url":"https://github.com/debjyotisaha/web-application-projects","last_synced_at":"2026-04-13T03:02:56.868Z","repository":{"id":157269949,"uuid":"363086703","full_name":"DebjyotiSaha/Web-Application-Projects","owner":"DebjyotiSaha","description":"Web Applications developed with the help Python libraries and ML algorithms","archived":false,"fork":false,"pushed_at":"2024-11-20T06:44:48.000Z","size":453,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-13T10:50:58.085Z","etag":null,"topics":["algorithms","cufflinks","machine-learning","matplotlib","numpy","pandas","prediction","python","scikit-learn","seaborn","sklearn","streamlit"],"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/DebjyotiSaha.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":"2021-04-30T09:09:41.000Z","updated_at":"2024-11-20T06:52:32.000Z","dependencies_parsed_at":"2025-04-04T14:42:46.001Z","dependency_job_id":"3c7e8ea5-242b-43a5-bd9c-5f997368fb7b","html_url":"https://github.com/DebjyotiSaha/Web-Application-Projects","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/DebjyotiSaha/Web-Application-Projects","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DebjyotiSaha%2FWeb-Application-Projects","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DebjyotiSaha%2FWeb-Application-Projects/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DebjyotiSaha%2FWeb-Application-Projects/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DebjyotiSaha%2FWeb-Application-Projects/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DebjyotiSaha","download_url":"https://codeload.github.com/DebjyotiSaha/Web-Application-Projects/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DebjyotiSaha%2FWeb-Application-Projects/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279002411,"owners_count":26083373,"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","status":"online","status_checked_at":"2025-10-09T02:00:07.460Z","response_time":59,"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":["algorithms","cufflinks","machine-learning","matplotlib","numpy","pandas","prediction","python","scikit-learn","seaborn","sklearn","streamlit"],"created_at":"2024-12-17T18:16:58.911Z","updated_at":"2025-10-10T01:04:46.963Z","avatar_url":"https://github.com/DebjyotiSaha.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Web Application Projects\n\nThis repository contains a collection of web-based applications built using Python libraries. Each project demonstrates practical implementations of data science and machine learning concepts, presented through interactive web applications.\n\n## Projects\n\n1. **AutoML Algorithm App**: An automated machine learning algorithm that helps to build predictive models without manual intervention.\n2. **Bio-Informatics App**: A tool for analyzing biological data and making predictions related to genetics and health.\n3. **DNA Nucleotide App**: A web app for analyzing DNA sequences and computing nucleotide distributions.\n4. **Hepatitis Mortality Predictor**: A predictive model for estimating mortality risk based on hepatitis patient data.\n5. **Iris Flower Prediction**: A classification model that predicts iris species based on flower measurements.\n6. **Stock Price App**: A web app that predicts stock prices using historical data.\n7. **Analyze Classifier Dataset**: A tool for visualizing and analyzing classification datasets.\n8. **Diabetes Prediction**: A web app that predicts the likelihood of diabetes based on user input.\n9. **Drug Discovery**: An app that helps predict effective drug candidates based on molecular data.\n10. **Forest Fire Prediction**: A model for predicting the likelihood of forest fires based on environmental data.\n11. **Stock Price Web App-2**: An enhanced version of the stock price prediction app.\n\n## Libraries Used\n\n- Numpy\n- Pandas\n- Streamlit\n- Cufflinks\n- sklearn\n- Seaborn\n- Matplotlib\n- Matplotlib.pyplot\n\n## Setup\n\nBefore running the projects, ensure you have the required libraries installed on your system. You can install them using:\n\n```bash\npip install numpy pandas streamlit cufflinks sklearn seaborn matplotlib\n```\n\n## How to Run\n\n1. Clone the repository:\n\n```bash\ngit clone https://github.com/DebjyotiSaha/Web-Application-Projects.git\n```\n\n2. Navigate to the project directory.\n\n3. Launch the app using Streamlit:\n\n```bash\nstreamlit run app_name.py\n```\n\n## Contribution\n\nFeel free to fork this repository and contribute by submitting pull requests for improvements or additional features.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdebjyotisaha%2Fweb-application-projects","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdebjyotisaha%2Fweb-application-projects","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdebjyotisaha%2Fweb-application-projects/lists"}