{"id":24991687,"url":"https://github.com/awais-124/ai-algorithms","last_synced_at":"2025-03-29T13:15:19.035Z","repository":{"id":275183092,"uuid":"925330428","full_name":"awais-124/ai-algorithms","owner":"awais-124","description":"This Repository contain Artificial Intelligence Algorithms Codes in Python","archived":false,"fork":false,"pushed_at":"2025-01-31T17:40:52.000Z","size":3428,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-31T18:30:55.571Z","etag":null,"topics":["ai","astar-algorithm","classification","csp","deep-learning","dfs-algorithm","first-order-logic","hill-climbing","linear-regression","machine-learning","tic-tac-toe"],"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/awais-124.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":"2025-01-31T17:11:29.000Z","updated_at":"2025-01-31T17:40:55.000Z","dependencies_parsed_at":"2025-01-31T18:41:38.811Z","dependency_job_id":null,"html_url":"https://github.com/awais-124/ai-algorithms","commit_stats":null,"previous_names":["awais-124/ai-algorithms"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/awais-124%2Fai-algorithms","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/awais-124%2Fai-algorithms/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/awais-124%2Fai-algorithms/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/awais-124%2Fai-algorithms/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/awais-124","download_url":"https://codeload.github.com/awais-124/ai-algorithms/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246187238,"owners_count":20737463,"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","astar-algorithm","classification","csp","deep-learning","dfs-algorithm","first-order-logic","hill-climbing","linear-regression","machine-learning","tic-tac-toe"],"created_at":"2025-02-04T13:51:35.796Z","updated_at":"2025-03-29T13:15:19.007Z","avatar_url":"https://github.com/awais-124.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# AI Algorithms Repository\n\nThis repository contains various AI algorithms implemented in Python. These implementations cover a range of AI topics, including search algorithms, constraint satisfaction problems, logic-based AI, deep learning, and game-playing strategies. The repository serves as a learning resource from an AI Lab course.\n\n## Table of Contents\n- [Algorithms Implemented](#algorithms-implemented)\n- [Installation](#installation)\n- [Usage](#usage)\n- [Contributions](#contributions)\n\n## Algorithms Implemented\n\n### Search Algorithms\n- **3x3 Grid Problem** (`3x3-grid-problem.ipynb`): Solving a grid-based search problem.\n- **A-star Algorithm** (`a-star-usage.ipynb`, `a-star.py`): Implementation of A* search.\n- **Hill Climbing** (`hill-climbing.ipynb`): Hill climbing search technique.\n- **Water Jug Problem** (`water-jug-problem.py`): State-space search problem.\n\n### Game Playing \u0026 Decision Making\n- **Alpha-Beta Pruning \u0026 Minimax** (`alphabeta-minimax.ipynb`): Game playing strategy using Minimax and Alpha-Beta pruning.\n- **Tic-Tac-Toe** (`tic-tac-toe.ipynb`): Implementing AI for Tic-Tac-Toe using Minimax.\n\n### Constraint Satisfaction Problems (CSP)\n- **CSP Solving** (`CSP.ipynb`): Solving constraint satisfaction problems in AI.\n\n### Logic-Based AI\n- **First-Order Logic (FOL)** (`First-Order-Logic.ipynb`): Working with logic in AI decision-making.\n\n### Machine Learning \u0026 Deep Learning\n- **Classification Metrics** (`classification-metrics.py`): Evaluating classifiers.\n- **Linear Regression** (`Linear_regression.ipynb`): Simple linear regression implementation.\n- **Deep Learning Basics** (`Deep-Learning.ipynb`): Introduction to deep learning.\n\n### General AI Algorithms\n- **AI Algorithms Overview** (`ai-algos.ipynb`): Collection of various AI algorithm implementations.\n\n## Installation\n1. Clone the repository:\n   ```sh\n   git clone https://github.com/awais-124/ai-algorithms.git\n   ```\n   *(Ensure you have Python installed on your system.)*\n\n## Usage\nOpen the Jupyter notebooks using:\n```sh\njupyter notebook\n```\nRun Python scripts using:\n```sh\npython script_name.py\n```\n\n## Contributions\nContributions are welcome! Feel free to submit issues or pull requests.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fawais-124%2Fai-algorithms","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fawais-124%2Fai-algorithms","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fawais-124%2Fai-algorithms/lists"}