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🧪 Activation Functions Explorer - Interactive Neural Network Visualization

Explore and compare all major neural network activation functions: ReLU, Sigmoid, Tanh, Leaky ReLU, ELU, Swish, and more. Interactive visualizations with derivatives and use cases.

Machine Learning & Neural Networks2DModerate60 FPS

⚙ Under the hood

This simulation provides an interactive visualization of neural networks and how activation functions contribute to the network's behavior. Users can adjust parameters and observe changes in network output.

Neural NetworksVisualizationBackpropagation

2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install