Skip to main content
Ctrl+K
Lightning-UQ-Box - Home Lightning-UQ-Box - Home
  • Installation
  • Why lightning-uq-box
  • Tutorials
    • Regression 1D Tutorials
      • Mean Variance Estimation
      • Deep Evidential Regression
      • Quantile Regresssion
      • Conformalized Quantile Regression
      • Gaussian Process Regression
      • Laplace Approximation
      • MC-Dropout
      • Bayes By Backprop - Mean Field Variational Inference
      • Bayesian Neural Network with Variational Inference and Energy Loss
      • Bayesian Neural Networks with Latent Variables
      • Stochastic Weight Averaging - Gaussian (SWAG)
      • Spectral Normalized Gaussian Process (SNGP) Regression
      • Deep Kernel Learning
      • Variational Bayesian Last Layer (VBLL) Regression
      • Variational Bayesian Last Layer (VBLL) with SNGP Regression
      • Deep Ensemble
      • Masksembles
      • Classification and Regression Diffusion (CARD) Model
      • ZigZag: Universal Sampling-free Uncertainty Estimation
      • Evaluation of Predictive Uncertainty
      • Mixture Density Network 1D Regression
      • Density Uncertainty Layer
    • Classification Tutorials
      • Deterministic Classification
      • Deep Kernel Learning Classification
      • Classification and Regression Diffusion (CARD)
      • Stochastic Weight Averaging - Gaussian (SWAG)
      • Spectral Normalized Gaussian Process (SNGP) Classification
      • Laplace Approximation
      • Masksemble
      • MC-Dropout Classification
      • ZigZag Classification MNIST
      • Bayes By Backprop - Mean Field Variational Inference
    • Earth Observation Data Tutorials
      • RAPS with RESICS45
  • Running Experiments
  • API
    • lightning_uq_box.models
    • lightning_uq_box.datamodules
    • lightning_uq_box.uq_methods
  • Contribution Guide
  • GitHub Repository
  • Repository
  • Suggest edit
  • Open issue
  • .md

Classification Tutorials

Classification Tutorials#

  • Deterministic Classification
  • Deep Kernel Learning Classification
  • Classification and Regression Diffusion (CARD)
  • Stochastic Weight Averaging - Gaussian (SWAG)
  • Spectral Normalized Gaussian Process (SNGP) Classification
  • Predictions
  • Laplace Approximation
  • Masksemble
  • MC-Dropout Classification
  • ZigZag Classification MNIST
  • Bayes By Backprop - Mean Field Variational Inference

previous

Density Uncertainty Layer

next

Deterministic Classification

By Author name not set

© Copyright 2023, lightning-uq-box.