{"id":28515024,"url":"https://github.com/balaji-r-05/aiml-mini-projects","last_synced_at":"2025-09-12T03:09:03.797Z","repository":{"id":300816333,"uuid":"1006968262","full_name":"Balaji-R-05/aiml-mini-projects","owner":"Balaji-R-05","description":null,"archived":false,"fork":false,"pushed_at":"2025-06-23T18:17:04.000Z","size":1812,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-06-23T19:29:07.926Z","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":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Balaji-R-05.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,"zenodo":null}},"created_at":"2025-06-23T09:08:22.000Z","updated_at":"2025-06-23T18:17:08.000Z","dependencies_parsed_at":"2025-06-23T19:39:33.047Z","dependency_job_id":null,"html_url":"https://github.com/Balaji-R-05/aiml-mini-projects","commit_stats":null,"previous_names":["balaji-r-05/aiml-mini-projects"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Balaji-R-05/aiml-mini-projects","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Balaji-R-05%2Faiml-mini-projects","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Balaji-R-05%2Faiml-mini-projects/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Balaji-R-05%2Faiml-mini-projects/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Balaji-R-05%2Faiml-mini-projects/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Balaji-R-05","download_url":"https://codeload.github.com/Balaji-R-05/aiml-mini-projects/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Balaji-R-05%2Faiml-mini-projects/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263718256,"owners_count":23500800,"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":"2025-06-09T02:35:11.118Z","updated_at":"2025-09-12T03:09:03.789Z","avatar_url":"https://github.com/Balaji-R-05.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# AIML MINI PROJECTS\n\nThis repository includes AI and ML-focused mini projects ranging from simple ML models to NLP and computer vision applications.\n\n## 📁 Projects Included\n\n| Project Name                | Description                                                                                                |\n| --------------------------- | ---------------------------------------------------------------------------------------------------------- |\n| `AI Ping Pong`              | A simple **computer vs human** ping-pong game                                                              |\n| `House Price Prediction`    | Predicting house price based on area using **linear regression**.                                          |\n| `Salary Price Prediction`   | Predicting salary based on experience using **linear regression**.                                         |\n| `Laptop Price Prediction`   | Learned advanced **data preprocessing** and **feature engineering**.                                       |\n| `Startup Profit Prediction` | Predicting profit using **mutiple regression** and **categorical encoding**.                               |\n| `Grocery List Categorizer`  | Using **ollama** to categorize grocery items                                                               |\n| `Review-Sentiment-Analysis` | Sentiment analysis using **MultinomialNB** and **CountVectorizer**                                         |\n| `Sales Data Analysis`       | Simple data analysis using **bar** and **pie chart**                                                       |\n| `Iris REST API`             | A simple FastAPI-based REST API for predicting Iris flower species using a **RandomForest** model. |\n\n## ⚙️ Running the Projects\n\n### 1. Clone Repository\n\n```bash\ngit clone https://github.com/Balaji-R-05/aiml-mini-projects.git\ncd aiml-mini-projects\n```\n\n### 2. Create python environment and activate it\n\n```bash\npython -m venv venv\n.\\venv\\Scripts\\activate   # Windows\nsource venv/bin/activate   # Linux/MacOS\n```\n\n### 3. Install required libraries\n\n```bash\npip install -r requirements.txt\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbalaji-r-05%2Faiml-mini-projects","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbalaji-r-05%2Faiml-mini-projects","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbalaji-r-05%2Faiml-mini-projects/lists"}