An interactive visualizer for classic AI problems like TSP, Tic Tac Toe, Water Jug, 8 Puzzle, and Predicate Logic Resolution — all in one platform built with React + Flask.
- ⚙️ Tech Stack
- 🚀 Features
- 🧪 AI/ML Problems Included
- 🛠️ Run Locally
- 🌐 Deployment
- 🙌 Credits
- 📜 License
- Frontend: ReactJS, Tailwind CSS, Framer Motion
- Backend: Python Flask, NLTK, Custom AI algorithms
- Others: REST APIs, Axios, Glassmorphism UI
- 🎯 Visualize AI algorithms in real-time
- 🧠 Understand core concepts like DFS, BFS, Minimax, A*, etc.
- 📊 Solve logic problems with a Predicate Resolver (NLTK)
- 🎨 Elegant and animated UI (with hover effects and glass blur)
- 📱 Fully responsive design
- ✔️ DFS and BFS for Travelling Salesman Problem
- ✔️ Tic Tac Toe (PvP and Vs Computer with Minimax)
- ✔️ Water Jug Problem using Hill Climbing
- ✔️ 8 Puzzle using Greedy Best First Search
- ✔️ A* Algorithm for 8 Puzzle and Water Jug
- ✔️ Marcus Logic Resolver using NLTK's Predicate Logic
- Clone the repository:
git clone https://github.com/22kartikeya/AIMLabX.git- Navigate to the project directory:
cd AIMLabX- Navigate to the backend directory:
cd be- Create a virtual environment:
- On macOS and Linux:
python3 -m venv venv- On Windows:
python -m venv venv- Activate the virtual environment:
- On macOS and Linux:
source venv/bin/activate- On Windows:
venv\Scripts\activate- Install the dependencies:
- On macOS and Linux:
pip3 install -r requirements.txt- On Windows:
pip install -r requirements.txt- Navigate to the frontend directory:
cd ../fe- Install the dependencies:
npm install- Run the frontend:
npm run dev- Navigate to the backend directory:
cd ../be- Run the Flask app:
flask run- Open your browser and go to
http://localhost:5173/to view the app.
The entire project is deployed using Render for both frontend and backend.
🔗 Live Demo: https://aimlabx.onrender.com
Made with ❤️ by Kartikeya Gupta 🔗 LinkedIn
This project is licensed under the MIT License.
MIT License © 2025 Kartikeya Gupta
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall
be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.