jaeikjeon9919

ThompsonBALD-Bayesian-Batch-Active-Learning

batchbald_redux

Reusable BatchBALD implementation

BayesByHypernet

Code for the paper Implicit Weight Uncertainty in Neural Networks

Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace and more

BayesianNeuralNetwork

a repo sharing Bayesian Neural Network recent papers

Detection-without-Deep-Learning

Gaussian-Process-Regression-for-Computer-Model-Emulation

Numerical-Optimizations-for-Kernel-SVM

This repo contains python implementation of Interior Point Method with the Barrier Method and SMO for kernel SVM as well as rigorous mathematical derivations.

uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

Unified-Framework-for-Doppler-Echocardiography-Analysis