TensorBlocks

A graphical neural network builder made with TensorFlow JS and ThreeJS. Works best on Chrome or Mozilla Firefox.
Website

Application Instructions

• Right panel customizes network
  • Add layers, reset model
  • Change colors
  • Turn off training visualization updates
• Train button: train network in real time on dataset
• Current button: refreshes visualization to most recent weights
• Prev and Next: Move through the dataset and visualize input into the network
• Hover over a neuron to see its input connections
• Hover over a layer slice (channel) to see it better
  • Click on the slice to keep other slices hidden

Roadmap

• Color connections
• Visibility
• Dataset performance evaluation
• Drag and drop layers into the model
• Import/Export models in python
• Provide more datasets
• Visualization tools
• Support larger networks, new layers
• Log and rank models
• Import and connect custom datasets
• Aesthetics