Repo for the article on "Modeling the Neurocognitive Dynamics of Language across the Lifespan"
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Updated
Feb 15, 2024 - R
Repo for the article on "Modeling the Neurocognitive Dynamics of Language across the Lifespan"
MATLAB and R Code for sparse GCA
Thresholded Ordered Sparse CCA
Assignment for Fall 2017 CS289: Machine Learning
Canonical Analysis using R Notebook
Modelling spawnings on Pokémon Go 🪄 using multivariate statistical algorithms 🎰
Official Implementation of "Multimodal Analysis of PNC Data via Sparse GCA"
Sparse Canonical Correlation Analysis
R/cvma: Cross-validation-based maximal associations
PhD thesis on data integration on inflammatory bowel disease
Multivariate data analysis using R Studio.
PLS Lesson
An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) in Keras with tfv2 backend.
This project implements canonical correlation analysis between two data matrices. I first create the latent dimensions between the two data matrices. Then I use Kmeans and hierarchical clustering on principal component to group individuals using the latent dimensions and the distance created by the canonical analysis. Last step, I give a profili…
The code of the paper: M. Karami, D. Schuurmans, "Deep Probabilistic Canonical Correlation Analysis" AAAI 2021
❗ RGCCA — Regularized and Sparse Generalized Canonical Correlation Analysis for Multiblock Data
Tensor Canonical Correlation Analysis (TCCA) via penalised tensor decomposition
Generalized Canonical Correlation Analysis - python 3 version
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