fisher-information-matrix 开源项目推荐（14 个）

tfjgeorge /nngeometry

{KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch

nocotan /awesome-information-geometry

About A collection of AWESOME things about information geometry Topics

SaiSampathKedari /Statistical-Inference-Theory

Comprehensive notes and solved problem sets from Casella-Berger: Statistical Inference (Chapters 6-9), covering essential concepts in Statistical Inference. Topics include Sufficiency, Point Estimation, Hypothesis Testing, and Interval Estimation, crucial for Statistical Machine Learning, Computational Statistics, and Probabilistic Robotics.

fwiech /incremental-machine-learning

comparative evaluation of incremental machine learning methods

santiagocasas /cosmicjellyfish

CosmicFishPie: Python Fisher Matrix code for Cosmological probes

haihabi /Learned-BCRB

This repository contains a python package that computes the Learned Bayesian Cram'er-Rao Bound given a Conditional Normalizing Flow. In addition, this repository contains a set of examples of various types of signal processing examples.

queelius /likelihood.model

Likelihood model framework

lucalila /fishpal

Master Thesis on "Comparing Modular Approaches for Parameter-Efficient Fine-Tuning"

overshiki /Riemannian

Exprimental Implementation of Riemannian manifold calculation

ZIYU-DEEP /Generalization-and-Memorization-in-Sparse-Training

This is the repository for the paper on "Generalization and Memorization in Sparse Neural Networks".

sid0nair /DP-FedSOFIM_V2

Official implementation of DP-FedSOFIM: differentially private federated learning with second-order Fisher Information Matrix optimization (TMLR 2026)

sabaaslam6038 /CEL

CEL Continual Learning

deskiziarecords /tungsten-alpha

Tungsten Alpha: A JAX-native, 7-layer Adelic-Riemannian Operating System. Implements resurgent gradient flow through discrete logic and Levi-Civita parallel transport for decentralized XLA clusters. Hardened for zero-jitter, systolic array execution.

MunskyGroup /Vo_et_al_2023_Matlab

Matlab codes for analyzing and designing single-cell experiments.