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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: about 17 hours ago
JSON representation

Programming Languages
Python 3 Julia 1
Categories
Computational Information Geometry 805 Transport Information Geometry 295 Exponential and Mixture Families 255 Uncategorized 248 Information Geometry for Neural Networks 245 Inequalities 211 Statistical Manifolds and Hessian Information Geometry 210 Natural Gradients 198 Bregman Divergence 134 Information Geometry for NMF 89 Survey 63 alpha-Divergence 51 Fisher Kernels 51 Information Geometry for MCMC 50 Fisher Information Matrix 50 Information Geometry for Dimension Reduction 47 Jensen-Shannon Divergence 46 Information Geometry for HMM 45 Information Geometry and Optimization 44 YouTube 11 Information Diffusion Kernels 4 Information Geometry for Clustering 3 PDF 2
Sub Categories
Uncategorized 248
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