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ML Studio

ML Studio is an interactive, browser-based neural network designer that lets you visually build and document model architectures without any external services, keys, or servers. The interface is split into a left control panel and a main 3D visualization area. On the left, you add layers through the “Add New Layer” form by choosing the layer type (Input, Dense, Output), the number of neurons, and the activation function (None, ReLU, Sigmoid, Tanh, Softmax). Each time you click “Add Layer”, the layer is saved locally in your browser and immediately appears in the list of model layers and in the 3D visualization. The “Model Layers” panel shows every layer with its type, neuron count, and activation badges; from there you can remove any layer with a single click on the delete icon, and the architecture updates instantly. The central canvas renders a dynamic 3D-style diagram of your model: layers are drawn as depth-aware blocks connected by lines, and you can click and drag on the canvas to rotate the view, explore the structure, and better understand the spacing and depth of your network. If there are no layers, the canvas clearly indicates that this is where the visualization will appear once you start designing. All changes (layers, theme, dark mode) are stored in localStorage so your model structure and preferences are preserved automatically between sessions, without any login

Install ML Studio at its install page.

Category: AI Tools