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James Chapman's Projects

cca_zoo icon cca_zoo

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

ccammr icon ccammr

Implementation of "A metamorphosis of Canonical Correlation Analysis into multivariate maximum margin learning."

lightly icon lightly

A python library for self-supervised learning on images.

multiviewdata icon multiviewdata

Experimental package to give easy access to key toy and simulated datasets from the (deep) multiview learning literature

proxtorch icon proxtorch

An efficient GPU-compatible library built on PyTorch, offering a wide range of proximal operators and constraints for optimization and machine learning tasks.

pyadmm icon pyadmm

port of ADMM examples for python

scikit-palm icon scikit-palm

Implementing permutation methods for multiview learning in python

scikit-prox icon scikit-prox

A package for fitting regularized models from scikit-learn via proximal gradient descent

solo-learn icon solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

staged-recipes icon staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

template icon template

A template for React Next.js projects with App Router and MUI components.

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