information-geometry

There are 4 repositories under information-geometry topic.

awesome-information-geometry
nocotan / awesome-information-geometry
About A collection of AWESOME things about information geometry Topics
fisher-information fisher-information-matrix information-geometry machine-learning natural-gradients
130
naver / gdc
Code accompanying our papers on the "Generative Distributional Control" framework
language-model machine-learning ai nlp nlg gpt-2 gpt3 fairness-ml controlled-nlg exponential-family information-geometry reinforcement-learning
Language:Python 117
BorgwardtLab / fisher_information_embedding
Official code for Fisher information embedding for node and graph learning (ICML 2023)
attention-model graph-kernels graph-learning graph-neural-networks icml-2023 information-geometry
Language:Python 16
D61-IA / FisherGCN
Fisher-Bures Adversary Graph Convolutional Networks
machine-learning graph-neural-networks information-geometry quantum-mechanics geometric-deep-learning
Language:Python 12
nocotan / geodesical_skew_divergence
PyTorch implementation of α-geodesical skew divergence
statistics machine-learning divergence kl-divergence js-divergence information-geometry
Language:Python 10
grasp-lyrl / picture_of_space_of_tasks
Picture of the Space of Learnable Tasks (ICML 23)
icml-2023 information-geometry pretraining representation-learning
Language:Python 4
berlinchen7 / geomhmm
Trainer for manifold-valued Hidden Markov Models
hmm geometry information-geometry spd-manifold poincare-disk gaussian-mixture-models
Language:Python 1
infogeo-applications
maxiherzog / infogeo-applications
Code for a talk about applications in information geometry.
hypothesis-testing information-geometry voronoi-diagram
Language:Jupyter Notebook 1
fabiom / fabiom.github.io-old2
My personal website
information-geometry information-theory
Language:HTML 0
m3t4n01a / m3t4n01a.github.io
Adrian Millea - academic website
machine-learning deep-reinforcement-learning boltzmann-machines information-geometry variational-message-passing switching-dynamical-systems
Language:HTML 0
jw3126 / BernsteinVonMises.jl
Visualizations of the Bernstein–von Mises theorem
julia statistics information-geometry bayesian-statistics
Language:Jupyter Notebook
smig-lab / smig-lab.github.io
Landing page for the SMiG Lab
algebraic-statistics information-geometry mathematical-statistics statistical-modeling statistics
Language:TeX