This app offers an intuitive and natural way to learn and use neural networks. It provides interactive tutorials with numerous charts and components that make complex concepts easy to grasp. The visualized Neural Network Lab opens the black box of neural networks using simplified datasets and full visualization, helping you gain deeper intuition.
Learning is gamified through missions where you encounter key neural network concepts, complete challenges, and acquire a deep understanding. The app fits in your pocket, offering a variety of 2D and 3D datasets for both regression and classification. With just a tap, you can access datasets and experiment anytime, anywhere.
Key concepts and dynamics are presented with charts and animations, covering activations, regularizations, loss functions, classifications, Embedding, CNN1d, CNN2d, RNN, and more. The visual model editor lets you build models by dragging your fingers, with real-time calculation and display of each step's output. It also shows various errors, such as parameter or input type incompatibilities, making debugging efficient.
Explore visualized deep learning models to master classic and cutting-edge techniques. Modular diagrams show how data changes from input to output at each step, with detailed documents, reference papers, source codes, and animations for each module. More features are coming soon.
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