{"id":26537012,"url":"https://github.com/sreyashidey/ai-campaign","last_synced_at":"2026-05-19T03:46:03.026Z","repository":{"id":282276559,"uuid":"948058481","full_name":"Sreyashidey/ai-campaign","owner":"Sreyashidey","description":"A streamlit app","archived":false,"fork":false,"pushed_at":"2025-03-13T17:23:10.000Z","size":117,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-21T22:17:51.493Z","etag":null,"topics":["python","sckit-learn","streamlit"],"latest_commit_sha":null,"homepage":"https://ai-campaign-1.streamlit.app/","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/Sreyashidey.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":"2025-03-13T17:18:28.000Z","updated_at":"2025-03-13T17:23:14.000Z","dependencies_parsed_at":"2025-03-13T18:43:40.944Z","dependency_job_id":null,"html_url":"https://github.com/Sreyashidey/ai-campaign","commit_stats":null,"previous_names":["sreyashidey/ai-campaign"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sreyashidey%2Fai-campaign","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sreyashidey%2Fai-campaign/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sreyashidey%2Fai-campaign/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sreyashidey%2Fai-campaign/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Sreyashidey","download_url":"https://codeload.github.com/Sreyashidey/ai-campaign/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244875043,"owners_count":20524591,"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":["python","sckit-learn","streamlit"],"created_at":"2025-03-21T22:17:59.207Z","updated_at":"2026-05-19T03:46:02.958Z","avatar_url":"https://github.com/Sreyashidey.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n## Doctor Activity Predictor\n\n##  Overview\nThe **Doctor Activity Predictor** is a **machine learning-powered web application** that predicts which doctors are most likely to take a survey at a given time. Users input a time (e.g., `\"06:00\"`), and the app generates an **Excel file** containing a list of NPIs (doctor IDs) who are predicted to be active.\n\n##  Features\n **Machine Learning Model**: Uses a trained `RandomForestClassifier` to predict active doctors.  \n **User-Friendly Web Interface**: Built with **Streamlit** for easy interaction.  \n **Excel File Export**: Downloads the results in `.xlsx` format.  \n **Real-Time Predictions**: Users can input any time and get instant results.  \n  \n\n---\n##  Project Structure\n```\nDoctor-Activity-Predictor/\n│── model.pkl                 # Trained Machine Learning model\n│── dummy_npi_data.xlsx        # Dataset (Excel format)\n│── main.py                    # Streamlit web app\n│── doctors.py                 # Model training script (from Colab)\n│── README.md                  # Documentation (this file)\n│── requirements.txt            # List of dependencies\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsreyashidey%2Fai-campaign","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsreyashidey%2Fai-campaign","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsreyashidey%2Fai-campaign/lists"}