/optim-trajectories

Visualizing optimization in neural nets using random matrix projections

Primary LanguagePython

Visualizing Optimization in Neural Nets (work in progress)

Visualizing optimization in neural nets using random matrix projections.

Examples

CNN MNIST optimization trajectories

SGD

SGD with momentum

Dependencies

  • keras
  • tensorflow (only tested on tensorflow backend)
  • plotly