{"id":26830611,"url":"https://github.com/ruslol228/it_project_1","last_synced_at":"2025-04-30T08:13:42.977Z","repository":{"id":283489840,"uuid":"951928932","full_name":"ruslol228/IT_project_1","owner":"ruslol228","description":"This project was made on demand of my studies in National Aviation Academy, for a subject \"Information Technology\".","archived":false,"fork":false,"pushed_at":"2025-03-29T09:41:50.000Z","size":7347,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-30T08:13:39.257Z","etag":null,"topics":["ai","anaconda","flet","gui","jupyter-notebook","ml","pandas","python","scikit-learn"],"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/ruslol228.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":"2025-03-20T13:15:23.000Z","updated_at":"2025-03-29T09:41:54.000Z","dependencies_parsed_at":"2025-03-27T19:24:57.810Z","dependency_job_id":null,"html_url":"https://github.com/ruslol228/IT_project_1","commit_stats":null,"previous_names":["ruslol228/it_project_1"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ruslol228%2FIT_project_1","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ruslol228%2FIT_project_1/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ruslol228%2FIT_project_1/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ruslol228%2FIT_project_1/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ruslol228","download_url":"https://codeload.github.com/ruslol228/IT_project_1/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251666361,"owners_count":21624298,"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":["ai","anaconda","flet","gui","jupyter-notebook","ml","pandas","python","scikit-learn"],"created_at":"2025-03-30T14:16:36.496Z","updated_at":"2025-04-30T08:13:42.946Z","avatar_url":"https://github.com/ruslol228.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 📚🤓 Study Buddy\n\n## About\n**Study Buddy** - an *AI*-powered study assistant. It helps students track _their_ **performance**, _predict_ exam **scores**, and _receive_ personalized study **recommendations**. By analyzing study habits, attendance, and other key factors, Study Buddy suggests how students can improve their scores and optimize their learning experience.\n\n## [Watch a showcase video](https://youtu.be/BI6OoqDig00)\n\n[![YouTube preview](https://github.com/user-attachments/assets/21d57d02-a14e-47eb-8bf2-e1acd168c3a1)](https://youtu.be/BI6OoqDig00)\n\n## Getting started\n\n* ### Download on `Windows` platform\n\n1. [Download](https://github.com/ruslol228/IT_project_1/releases/latest) an archive from the latest release.\n2. Extract files into a choosen folder.\n3. Open `study_buddy.exe` file.\n\n* ### Run as a `Python` file\n\n1. Clone the repository into a choosen folder.\n```\ngit clone https://github.com/ruslol228/IT_project_1.git\n```\n2. Choose entry point directory.\n```\ncd IT_Project_1/src\n```\n3. Install all dependencies.\n```\npip install -r requirements.txt --upgrade\n```\n4. Execute `main.py`.\n```\npython main.py\n```\n\n## Features\n|Feature|Description|\n|:-:|---|\n|✅ AI-Powered Score Prediction|Uses machine learning to predict a student's exam score based on study habits, attendance, and other factors.|\n|💢 Stress Level Classifier|Detects stress levels based on user input and adjusts study recommendations accordingly.|\n|🤖 GPT-Powered Feedback Generation|Integrates GPT API to generate advises and feedback.|\n\n## Built with\n* [![Anaconda](https://img.shields.io/badge/Anaconda-44A833?logo=anaconda\u0026logoColor=fff)](https://www.anaconda.com/)\n* [![PyCharm](https://img.shields.io/badge/PyCharm-000?logo=pycharm\u0026logoColor=fff)](https://www.jetbrains.com/pycharm/)\n* [![Python](https://img.shields.io/badge/Python-3776AB?logo=python\u0026logoColor=fff)](https://www.python.org/)\n* [![scikit-learn](https://img.shields.io/badge/scikit--learn-%23F7931E.svg?style=for-the-badge\u0026logo=scikit-learn\u0026logoColor=white)](https://scikit-learn.org/stable/)\n* [![Matplotlib](https://custom-icon-badges.demolab.com/badge/Matplotlib-71D291?logo=matplotlib\u0026logoColor=fff)](https://matplotlib.org/)\n* [![NumPy](https://img.shields.io/badge/NumPy-4DABCF?logo=numpy\u0026logoColor=fff)](https://numpy.org/)\n* [![Pandas](https://img.shields.io/badge/Pandas-150458?logo=pandas\u0026logoColor=fff)](https://pandas.pydata.org/)\n\n\n## To-Do\n- [x] Build a `Student Exam Score` regressor model\n- [x] Build a `Student Stress Level` classifier model\n- [x] Desktop application user interface\n- [x] Publish application on `Windows` platform\n- [X] `GPT` API integration\n- [ ] Web application user interface\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fruslol228%2Fit_project_1","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fruslol228%2Fit_project_1","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fruslol228%2Fit_project_1/lists"}