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awesome-information-geometry

About A collection of AWESOME things about information geometry Topics
https://github.com/nocotan/awesome-information-geometry

Last synced: 5 days ago
JSON representation

Programming Languages
Python 3 Julia 1
Categories
Computational Information Geometry 824 Uncategorized 334 Information Geometry for Neural Networks 330 Transport Information Geometry 302 Exponential and Mixture Families 261 Inequalities 216 Statistical Manifolds and Hessian Information Geometry 215 Natural Gradients 200 Bregman Divergence 137 Survey 97 Information Geometry for NMF 91 alpha-Divergence 52 Fisher Kernels 52 Fisher Information Matrix 51 Information Geometry for MCMC 51 Information Geometry for Dimension Reduction 48 Jensen-Shannon Divergence 47 Information Geometry for HMM 46 Information Geometry and Optimization 45 YouTube 10 Information Diffusion Kernels 3 Information Geometry for Clustering 3 PDF 2
Sub Categories
Uncategorized 334
Keywords
statistics 1 machine-learning 1 kl-divergence 1 js-divergence 1 information-geometry 1 divergence 1 profile-likelihood 1 parameter-inference 1 manifolds 1 kullback-leibler-divergence 1 hypothesis-testing 1 geodesics 1 fisher-information 1 confidence-regions 1 tangent 1 pytorch 1 ntk 1 neural-tangent-kernel 1 kfac 1 k-fac 1 jacobian 1 gram 1 fisher-information-matrix 1 fim 1 ekfac 1 ek-fac 1