{"id":26192916,"url":"https://github.com/devanshsharma-og/cloudburst-prediction-system","last_synced_at":"2026-05-07T13:02:25.239Z","repository":{"id":281810889,"uuid":"946498314","full_name":"devanshsharma-og/Cloudburst-Prediction-System","owner":"devanshsharma-og","description":"This app leverages machine learning to predict cloudburst chances based on weather data. It collects weather data through Open Meteo API and uses Random Forest and Multiple Linear Regression models to predict the likelihood of a cloudburst occurring in a given location. The app displays the predictions along with visualizations","archived":false,"fork":false,"pushed_at":"2025-05-26T18:20:00.000Z","size":34,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-26T18:24:20.377Z","etag":null,"topics":["matplotlib","python3","sklearn","streamlit","streamlit-webapp"],"latest_commit_sha":null,"homepage":"https://cloudburst-prediction-system.streamlit.app/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"agpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/devanshsharma-og.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-03-11T08:32:04.000Z","updated_at":"2025-05-26T18:20:03.000Z","dependencies_parsed_at":null,"dependency_job_id":"2f5aeb73-9e23-44b8-88ab-3cc08290bee9","html_url":"https://github.com/devanshsharma-og/Cloudburst-Prediction-System","commit_stats":null,"previous_names":["devanshsharma-og/cloudburst-prediction-system"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/devanshsharma-og/Cloudburst-Prediction-System","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devanshsharma-og%2FCloudburst-Prediction-System","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devanshsharma-og%2FCloudburst-Prediction-System/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devanshsharma-og%2FCloudburst-Prediction-System/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devanshsharma-og%2FCloudburst-Prediction-System/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/devanshsharma-og","download_url":"https://codeload.github.com/devanshsharma-og/Cloudburst-Prediction-System/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/devanshsharma-og%2FCloudburst-Prediction-System/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279006247,"owners_count":26084060,"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":"2025-10-11T02:00:06.511Z","response_time":55,"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":["matplotlib","python3","sklearn","streamlit","streamlit-webapp"],"created_at":"2025-03-12T01:25:13.195Z","updated_at":"2025-10-11T04:21:36.166Z","avatar_url":"https://github.com/devanshsharma-og.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Cloudburst-Prediction-System\r\n# Weather Cloudburst Prediction App\r\n\r\nThis app leverages machine learning to predict cloudburst chances based on weather data. It collects weather data through Open Meteo API and uses Random Forest and Multiple Linear Regression models to predict the likelihood of a cloudburst occurring in a given location. The app displays the predictions along with visualizations.\r\n\r\n## This App is live and can be accessed at\r\n https://cloudburst-prediction-system.streamlit.app/\r\n\r\n## Features\r\n- Fetches weather data for a specific location using the Open Meteo API.\r\n- Uses machine learning models (Random Forest and Multiple Linear Regression) to predict the likelihood of a cloudburst.\r\n- Visualizes actual rain vs. predicted cloudburst chances on a graph.\r\n- Displays the predicted cloudburst chances in a table.\r\n\r\n## Requirements\r\n\r\nTo run this app, you need the following Python packages:\r\n\r\n- Streamlit\r\n- pandas\r\n- matplotlib\r\n- scikit-learn\r\n- requests\r\n\r\nYou can install them using the following command:\r\n\r\n```bash\r\npip install streamlit pandas matplotlib scikit-learn requests\r\ngit clone \u003chttps://github.com/devanshsharma-og/Cloudburst-Prediction-System\u003e\r\ncd cloudburst_pred_sys\r\npip install -r requirements.txt\r\nstreamlit run app.py\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevanshsharma-og%2Fcloudburst-prediction-system","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdevanshsharma-og%2Fcloudburst-prediction-system","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevanshsharma-og%2Fcloudburst-prediction-system/lists"}