hsic

There are 0 repository under hsic topic.

choasma / HSIC-bottleneck
The HSIC Bottleneck: Deep Learning without Back-Propagation
deep-learning hsic information-bottleneck-theory information-theory pytorch
Language:Python 77
majianthu / aps2020
Code for the paper 'Variable Selection with Copula Entropy' published on Chinese Journal of Applied Probability and Statistics
variable-selection feature-selection variable-importance feature-engineering copula-entropy mutual-information distance-correlation hsic
Language:R 18
IPL-UV / jaxkern
A lightweight didactic library of kernel methods using the back-end JAX.
kernels jax hsic kernel-methods mmd
Language:Jupyter Notebook 13
IPL-UV / sakame
Derivatives of Kernel methods: Theory and toy examples with Earth System Data
kernels derivatives kernel-methods hsic gaussian-processes support-vector-machines
Language:Jupyter Notebook 1
povidanius / hsca
Feature extraction with Hilbert-Schmidt Independence Criterion (HSIC)
feature extraction hsic hsca hilbert-schmidt
Language:MATLAB 0
EdgarJaber / SA-for-clogging-code
Codes used for the results in the paper: Sensitivity Analysis for a long-time clogging simulation code.
openturns uncertainty-quantification polynomial-chaos-expansion sensitivity-analysis hsic
Language:Jupyter Notebook
jejjohnson / hsic_alignment
In this repo, I will be looking at how to choose the best parameters for HSIC alignment.
hsic kernels dependence similarity parameters rbf
Language:Jupyter Notebook

choasma / HSIC-bottleneck