fisher-information-matrix

There are 1 repository under fisher-information-matrix topic.

tfjgeorge / nngeometry
{KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch
ntk neural-tangent-kernel fim fisher-information-matrix pytorch kfac ekfac jacobian k-fac ek-fac gram tangent
Language:Python 196
awesome-information-geometry
nocotan / awesome-information-geometry
About A collection of AWESOME things about information geometry Topics
fisher-information fisher-information-matrix information-geometry machine-learning natural-gradients
77
florianwiech / incremental-machine-learning
comparative evaluation of incremental machine learning methods
continual-learning continuous-learning incremental-machine-learning overcoming-catastrophic-forgetting elastic-weight-consolidation ewc neural-network deep-neural-network python3 numpy tensorflow fisher-information-matrix colloquium neural-networks tensorflow-framework
Language:TeX 7
lucalila / fishpal
Master Thesis on "Comparing Modular Approaches for Parameter-Efficient Fine-Tuning"
adapters fisher-information-matrix glue lora natural-language-processing parameter-efficient-tuning prefix-tuning fishpal
Language:Python 2
santiagocasas / cosmicfishpie
CosmicFishPie: Python Fisher Matrix code for Cosmological probes
bayesian-statistics cosmological-inference cosmology fisher-information-matrix physics
Language:Jupyter Notebook 2
ZIYU-DEEP / Generalization-and-Memorization-in-Sparse-Training
This is the repository for the SNN-22 Workshop paper on "Generalization and Memorization in Sparse Neural Networks".
fisher-information-matrix sparse-neural-networks sparse-training deep-learning
Language:Python 2
overshiki / Riemannian
Exprimental Implementation of Riemannian manifold calculation
fisher-information-matrix riemannian pytorch
Language:Python 1
queelius / likelihood.model
Likelihood model framework
fisher-information-matrix likelihood maximum-likelihood-estimation sampling-distribution
Language:R 1
sabaaslam6038 / CEL
CEL Continual Learning
artificial-neural-networks continual-learning disease-prediction domain-incremental-learning elastic-weight-consolidation fisher-information-matrix influenza-data lstm-neural-networks measles mpox static-learning disease-outbreak-prediction
Language:Python 1
MunskyGroup / Vo_et_al_2023_Matlab
Matlab codes for analyzing and designing single-cell experiments.
chemical-master-equation finite-state-projection fisher-information-matrix model-identification single-cell-experiment uncertainty-quantification
Language:MATLAB