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Neural Network Expert Advisor
🧠 Project Overview
Neural Network Expert Advisor is an intelligent, interactive tool that leverages expert systems (CLIPS) to provide data-driven recommendations for optimizing neural network training parameters. By analyzing key performance metrics, the system generates actionable insights to improve machine learning model performance.
✨ Features
- 🎛️ Interactive GUI for neural network parameter input
- 🤖 CLIPS-based expert system for performance analysis
- 📊 Dynamic advice generation for:
- Accuracy improvements
- Overfitting/Underfitting detection
- Learning rate optimization
- Model complexity recommendations
- 🖥️ User-friendly Tkinter interface
🛠️ Technologies Used
- Python 3.x
- Tkinter
- CLIPS
- Expert Systems Ruleset
🚀 Prerequisites
- Python 3.7+
- tkinter
- clips
- Basic understanding of machine learning concepts
📦 Installation
- Clone the repository:
git clone https://github.com/yourusername/neural-network-expert-advisor.git
cd neural-network-expert-advisor
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