About A collection of AWESOME things about information geometry Topics

Methods for computational information geometry

A Fisher information matrix python package for GW detector networks.

Lecture notes of Professor Stéphane Mallat - Collège de France - Paris

[ICML 2025] Official implementation of "Efficiently Access Diffusion Fisher: Within the Outer Product Span Space".

A framework for determining the maximum information gain and optimising experimental design in neutron reflectometry using the Fisher information.

[COLM 2025] Improving Fisher Information Estimation and Efficiency for LoRA-based LLM Unlearning

This is an awesome list for information geometry. This is my curation of resources on this topic as such there are bound to be things I missed, please contribute if you think I missed anything.

Active learning for neural networks

FLIM Digital Twin

Minimal effort to get maximal information from your experiments

Experimental design in neutron reflectometry using the Fisher information.

My PhD thesis: Regression modelling using priors depending on Fisher information covariance kernels (I-priors)

Replication package for Fisher curvature scaling exponent d_R = 10/9 at 2D Ising critical point

Verification harness for quantum ML. A reproducible lab for stress-testing quantum models where predictive accuracy, identifiability, curvature, and robustness under noise can diverge.

Closed-form MLE and Fisher information for exponential series systems with masked failure data. Includes theoretical results, proofs, and numerical validation.

Matlab package for LNA simulations of biological models

An R package for I-prior regression

A sensitivity toolbox that is tailored to the design process in the presence of uncertainties