About A collection of AWESOME things about information geometry Topics

Code accompanying our papers on the "Generative Distributional Control" framework

Official implementation of the NeurIPS 24 paper of statistical flow matching (SFM) for discrete generation.

Official code for Fisher information embedding for node and graph learning (ICML 2023)

Embedding language models in probability space via log-likelihood vectors

Fisher-Bures Adversary Graph Convolutional Networks

PyTorch implementation of α-geodesical skew divergence

Picture of the Space of Learnable Tasks (ICML 23)

this project is a simulation of Signal Detection for Ultra-Massive MIMO: An Information Geometry Approach paper. This is my project for Detection and Estimation class.

Essential Books for Computer Science

This repository contains coursework and project materials for an advanced course on Information Geometry, Statistics and Learning. It includes problem set solutions and a final project exploring Information geometry and it's applications. The work bridges differential geometry with statistics and machine learning.

Official implementation of the paper "Pseudo-Non-Linear Data Augmentation via Energy Minimization"

Curriculum learning framework that uses geometrically structured datasets and lets the model self discover learning path through emergent dynamics

Geometric AI architectures combining spectral analysis, information geometry, and zeta function theory. Democratizing advanced mathematics through practical implementation.

Trainer for manifold-valued Hidden Markov Models

The Golomb Universe

Code for a talk about applications in information geometry.

Landing page for the SMiG Lab

Théorie unifiée de la matière programmable basée sur la frustration géométrique. Exploration des glaces de spin, matière active, métamatériaux et twistronique pour créer des matériaux reconfigurables, mémoires topologiques et architectures de calcul émergent.

Proposition : Cadre théorique proposant la gravité comme une propriété émergente de la frustration géometrico-informationnelle du vide (CPSD/TGU). Une unification via la géométrie de Ruppeiner et la thermodynamique non-extensive