fisher-information

About A collection of AWESOME things about information geometry Topics

A Fisher information matrix python package for GW detector networks.

Methods for computational information geometry

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

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.

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

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

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

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.

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

Matlab package for LNA simulations of biological models

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

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

Shared-scene Fisher/CRLB simulator for synthetic single-particle microscopy.

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

Framework de physique théorique unifiant Relativité, Mécanique Quantique et Thermodynamique via la Géométrie de l'Information (Métrique de Fisher/Ruppeiner). Une approche moniste où la réalité émerge de la compression informationnelle (κ).

A Numba-accelerated Python library that renders exact Fisher-Rao information geometry as archival NetCDF, PNG diagnostics, and animated GIFs across four cases spanning hyperbolic, spherical, dually flat, and diffusive structure.