MLP Network Configurator

MLP Network Configurator is an interactive educational tool designed to help users understand how artificial neural networks work.
It provides real-time training feedback, intuitive architecture visualization, and even camera-based dataset collection — ideal for students, teachers, hobbyists, and curious minds.
💡 Key Features
- Data Handling: Load, normalize, and validate datasets (JSON format).
- Model Configuration: Define hidden layers, activation functions, loss and optimizer types.
- Training: Visualize loss curves, predictions, PCA-based class separation.
- Testing: Accuracy calculation, error graphs, confusion matrix, misclassified sample montage.
- Camera Dataset Builder: Capture and label images live via webcam.
- Model Insight: Animated weight & bias evolution, interactive heatmaps.
- Save & Load: Export models and configurations for reuse and sharing.
💸 Donateware Model
MLP Network Configurator is distributed as donateware:
- The program is fully functional