Notebooks to illustrate the tramp package

General

• model algebra and plot
• message passing

Applications

• signal denoising
  • sparse gradient
  • L2 regularized gradient
  • sparse FFT
• image deconvolution
• image denoising
  • sparse gradient
  • total variation
• MNIST denoising and inpainting using a VAE prior

GLM

Some classic generalized linear models

• perceptron
• compressed sensing
• sgn and phase retrieval
• relu output
• symmetric door output