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1. shogun-toolbox/shogun shogun-toolbox/shogun Public

   Shōgun

   C++ 3k 1k

2. emtiyaz/cvi emtiyaz/cvi Public

   Code for AISTATS 2017 paper on "Conjugate-Computation Variational Inference"

   MATLAB 18 1

3. VB-MixEF VB-MixEF Public

   Code for ICML 2019 paper on "Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations"

   MATLAB 17 6

4. iBayesLRule iBayesLRule Public

   Code for ICML 2020 paper on “Handling the Positive-Definite Constraint in the Bayesian Learning Rule”

   C++ 4 1

5. StructuredNGD-DL StructuredNGD-DL Public

   Matrix-multiplication-only KFAC; Code for ICML 2023 paper on Simplifying Momentum-based Positive-definite Submanifold Optimization with Applications to Deep Learning

   Python 4 1

6. remove-the-square-root remove-the-square-root Public

   Square-root-free Adaptive Methods; Experiment code for ICML 2024 paper on Can We Remove the Square-Root in Adaptive Gradient Methods? A Second-Order Perspective

   Python 2