Free software1 sections · 2 min readBy Dezső Mező.mdFree softwareDendra
Dendra is a multilayer perceptron built from scratch, training live in the browser on XOR and concentric circles so you can watch the decision boundary form. It implements backpropagation with tanh/ReLU activations, Xavier/He initialization and full-batch gradient descent, and its 11 tests centre on a finite-difference gradient check. Dependency-light, free to download and run.
01About the app
Machine learning
What to take away
- A multilayer perceptron with backpropagation (tanh/ReLU, Xavier/He init, full-batch gradient descent), training live on XOR and concentric circles. 11 tests, centred on a finite-difference gradient check.
- Download: Dendra (ZIP)
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