BlockML – Visual Neural-Network Builder & Trainer

BlockML is a cross-platform desktop IDE that lets you design, validate, train, and package neural-network models through an intuitive, drag-and-drop interface.

✨ Core Highlights

• Node-based editor
  Build computation graphs by connecting blocks that represent data loaders, layers, losses, optimizers, and more.

• Real-time tensor validation
  The app continuously checks data-types, dimensional compatibility, and infers unknown shapes, surfacing errors or warnings inline.

• Interactive parameter inspector
  Select any block to tweak hyper-parameters with type-safe controls (sliders, dropdowns, toggles).

• Live training & analytics
  Start training inside the IDE and watch charts for loss, accuracy, and learning-rate schedules update in real time.

• One-click export
  Package your model to portable formats such as ONNX for deployment across platforms and runtimes.

🛠️ Tech Stack

Built With

• javascript
• pytorch
• react
• typescript