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canonical-correlation-analysis

Here are 13 public repositories matching this topic...

jameschapman19 / cca_zoo

Canonical Correlation Analysis Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic methods in a scikit-learn style framework

kernel deep pytorch cca pls multiview canonical-correlation-analysis multiset-cca dcca cca-zoo tensor-cca

Updated Apr 19, 2024
Python

JBris / multivariate_analysis_examples

Several examples of multivariate techniques implemented in R, Python, and SAS. Multivariate concrete dataset retrieved from https://archive.ics.uci.edu/ml/datasets/Concrete+Slump+Test. Credit to Professor I-Cheng Yeh.

multivariate-distributions pca-analysis pca multivariate dimensionality-reduction concrete mds factor-analysis dimension-reduction multivariate-data multivariate-regression multivariate-analysis partial-least-squares-regression multivariate-statistics multivariate-linear-regression pls canonical-correlation-analysis nmds partial-least-squares redundancy-analysis

Updated Oct 4, 2023
Python

robinthibaut / deep-cca

Deep Canonical Correlation Analysis with Python

neural-network cca canonical-correlation-analysis deep-canonical-correlation-analysis

Updated Dec 23, 2022
Python

Deep-Probabilistic-Multi-View

Karami-m / Deep-Probabilistic-Multi-View

The code of the paper: M. Karami, D. Schuurmans, "Deep Probabilistic Canonical Correlation Analysis" AAAI 2021

deep-learning deep dnn generative-model vae canonical-correlation-analysis multi-view-learning multi-modal-learning

Updated Mar 29, 2022
Python

HamidiMassinissa / DeepCCA

An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) in Keras with tfv2 backend.

tensorflow keras multiview-learning canonical-correlation-analysis tensorflow2

Updated Jan 5, 2022
Python

choyingw / CFCNet

NeurIPS 2019: Deep RGB-D Canonical Correlation Analysis For Sparse Depth Completion

deep-neural-networks computer-vision 3d depth-estimation canonical-correlation-analysis multimodal-deep-learning depth-completion neurips-2019 nips-2019

Updated Apr 19, 2021
Python

levchenkoegor / Inter-Subject_Correlation

ISC method for M/EEG data

eeg isc canonical-correlation-analysis spatial-filters

Updated Jan 28, 2021
Python

usc-sail / mica-deep-mcca

Deep Multiset Canonical Correlation Analysis - An extension of CCA to multiple datasets

canonical-correlation-analysis multimodal-deep-learning multimodal-representation multiset-cca deep-representation-learning

Updated Jan 14, 2020
Python

rjadr / GCCA

Generalized Canonical Correlation Analysis - python 3 version

canonical-correlation-analysis generalized-cca

Updated Sep 29, 2019
Python

xuefeicao / tdcca

Time-dependent Canonical Correlation Analysis

time-series machine-learning-algorithms time-series-analysis change-detection canonical-correlation-analysis dynamic-functional-connectivity

Updated Jun 8, 2019
Python

niitsuma / delayedsparse

Efficient sparse matrix implementation for various "Principal Component Analysis"

python pca cca svd sparse-matrix principal-component-analysis ca correspondence-analysis canonical-correlation-analysis scikit-learn-python

Updated Nov 12, 2018
Python

1Konny / Projection_Weighted_CCA

cca canonical-correlation-analysis projection-weighted-cca svcca

Updated Jul 19, 2018
Python

alexvlis / mooney-reconstruction

Assignment for Fall 2017 CS289: Machine Learning

machine-learning image-reconstruction ridge-regression canonical-correlation-analysis

Updated Mar 5, 2018
Python

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