Projects

Scientific Software

Updated 9 months ago

CCA-Zoo — Peer-reviewed • Rank 13.8 • Science 100%

CCA-Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic CCA methods in a scikit-learn style framework - Published in JOSS (2021)

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

Mathematics Engineering

Scientific Software · Peer-reviewed

Scientific Software

Updated 9 months ago

IKPLS — Peer-reviewed • Rank 9.1 • Science 95%

IKPLS: Improved Kernel Partial Least Squares and Fast Cross-Validation Algorithms for Python with CPU and GPU Implementations Using NumPy and JAX - Published in JOSS (2024)

algorithm data-science gpu-support linear-regression partial-least-squares partial-least-squares-regression pls plsda plsr tpu-acceleration weighted-least-squares weighted-linear-regression weighted-regression

Engineering Economics (40%)

Scientific Software · Peer-reviewed

Updated 9 months ago

omicspls • Rank 5.3 • Science 67%

R package for High dimensional data analysis and integration with O2PLS!

bioinformatics biostatistics data-integration latent-variable-models multi-omics omics partial-least-squares-regression pca pls principal-component-analysis

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Source Science

CCA-Zoo — Peer-reviewed • Rank 13.8 • Science 100%

IKPLS — Peer-reviewed • Rank 9.1 • Science 95%

omicspls • Rank 5.3 • Science 67%