lipschitz-constant

There are 0 repository under lipschitz-constant topic.

• huanzhang12 / RecurJac-and-CROWN

  Reference implementations for RecurJac, CROWN, FastLin and FastLip (Neural Network verification and robustness certification algorithms) [Do not use this repo, use https://github.com/Verified-Intelligence/auto_LiRPA instead]

  crown-boundsjacobian-boundsrobustness-certificationrobustness-verificationrecurjaclipschitz-constant
  Language:Python 25

• blaisedelattre / lip4conv

  Code for Spectral Norm of Convolutional Layers with Circular and Zero Paddings and Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration

  convolutional-layerslipschitz-constantlipschitz-networklipschitz-regularizationnormspectralpytorch
  Language:Python 10

• Di40 / Optimisation-BCGD-SemiSupervised

  Comparison of Gradient Descent and Block Coordinate Gradient Descent methods through a semi supervised learning problem.

  armijoblock-coordinate-gradient-descentgauss-southwell-rulegradient-descentlipschitz-constantsemi-supervised-learning
  Language:Python 1
• WGAN-learns-the-distributon-of-a-MoG

  EliaFantini / WGAN-learns-the-distributon-of-a-MoG

  A Wasserstein Generative Adversarial Network that learns the distribution of a Mixture of Gaussian, using weight clipping or spectral normalization

  data-sciencegangenerative-adversarial-networklipschitz-constantlipschitz-regularizationmachine-learningmatplotlibminimax-algorithmmixture-of-gaussianspytorchspectral-normalizationwasserstein-ganweight-clipanaconda3pythongif-animation
  Language:Python 1