{"id":25739991,"url":"https://github.com/jisnap/personalized-student-recommendations","last_synced_at":"2025-07-15T10:42:44.073Z","repository":{"id":274230722,"uuid":"922061416","full_name":"JisnaP/Personalized-student-Recommendations","owner":"JisnaP","description":" A Python-based solution to analyze quiz performance and provide students with personalized recommendations to improve their preparation.","archived":false,"fork":false,"pushed_at":"2025-01-26T13:57:55.000Z","size":587,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-26T08:37:40.524Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/JisnaP.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}},"created_at":"2025-01-25T07:55:54.000Z","updated_at":"2025-01-26T13:57:58.000Z","dependencies_parsed_at":"2025-01-25T21:45:22.725Z","dependency_job_id":null,"html_url":"https://github.com/JisnaP/Personalized-student-Recommendations","commit_stats":null,"previous_names":["jisnap/personalized-student-recommendations"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/JisnaP/Personalized-student-Recommendations","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/JisnaP%2FPersonalized-student-Recommendations","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/JisnaP%2FPersonalized-student-Recommendations/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/JisnaP%2FPersonalized-student-Recommendations/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/JisnaP%2FPersonalized-student-Recommendations/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/JisnaP","download_url":"https://codeload.github.com/JisnaP/Personalized-student-Recommendations/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/JisnaP%2FPersonalized-student-Recommendations/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265429250,"owners_count":23763715,"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":[],"created_at":"2025-02-26T08:32:08.005Z","updated_at":"2025-07-15T10:42:44.036Z","avatar_url":"https://github.com/JisnaP.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Personalized-student-Recommendations\n A Python-based solution to analyze quiz performance and provide students with personalized recommendations to improve their preparation.\n# Overview\nThis Flask-based application generates personalized recommendations for students based on their quiz performance. The app fetches data from a JSON API, preprocesses it, trains a recommendation model, and provides improvement suggestions for students.\n\n\n# Features\n\n\nFetches quiz performance data from an external JSON API.\nProcesses and structures data into a Pandas DataFrame.\nTrains a machine learning model to generate personalized recommendations.\nProvides suggestions to students for improving their performance.\nRESTful API to interact with the recommendation engine.\n\n# Requirements\n\n\nPython 3.8 or higher\nFlask\nPandas\nScikit-learn\nRequests\nAnaconda (optional, for managing environments)\n#Installation\nClone this repository:\n\n```python\ngit clone https://github.com/your-username/student-recommendations-app.git\ncd student-recommendations-app\n```\nCreate and activate a virtual environment (optional but recommended):\n\n```python\npython -m venv venv\nsource venv/bin/activate  # On Windows: venv\\Scripts\\activate\n```\nInstall the required dependencies:\n\n```python\n\npip install -r requirements.txt\n```\nFile Structure\n```markdown\n.\n├── app.py                      # Main Flask application\n├── Data/\n│   ├── datapreprocessing.py    # Helper functions for data processing\n│   ├── fetched_data.json       # Sample JSON data file\n│   ├── student_performance.csv # Processed data\n├── src/\n│   ├── recommendation.py       # Recommendation model logic\n├── templates/\n│   ├── index.html              # HTML template for the app\n├── static/\n│   ├── styles.css              # Static CSS files (optional)\n├── README.md                   # This file\n├── requirements.txt            # Dependencies\n```\nUsage\nStart the Flask application:\n\n```python\npython app.py\n```\n\nOpen your browser and navigate to: http://127.0.0.1:8080/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjisnap%2Fpersonalized-student-recommendations","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjisnap%2Fpersonalized-student-recommendations","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjisnap%2Fpersonalized-student-recommendations/lists"}