Code samples

Matrix-vector products

Matrix-vector products

Usage with Huggingface LLMs

Usage with Huggingface LLMs

Sub-matrices of linear operators

Sub-matrices of linear operators

Eigenvalues

Eigenvalues

Inverses (natural gradient)

Inverses (natural gradient)

Fisher-weighted Model Averaging

Fisher-weighted Model Averaging

Visual tour of curvature matrices

Visual tour of curvature matrices

Monte-Carlo approximation of the Fisher

Monte-Carlo approximation of the Fisher

Spectral density estimation (verification)

Spectral density estimation (verification)

Benchmarking linear operators

Benchmarking linear operators

Trace and diagonal estimation

Trace and diagonal estimation