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boostaroota

A fast xgboost feature selection algorithm

scarf

Toolkit for highly memory efficient analysis of single-cell RNA-Seq, scATAC-Seq and CITE-Seq data. Analyze atlas scale datasets with millions of cells on laptop.

tapkee

A flexible and efficient С++ template library for dimension reduction

cytofdr

A Python package for dimension reduction and evaluation workflows with CyTOF data.

augmented-pca

Repository for the AugmentedPCA Python package.

ristretto

Randomized Dimension Reduction Library

dyca

Dynamical Component Analysis - A method to decompose multivariate signals

flexinet

flexinet: flexible torch neural network composition

dimae

Dimensionality Reduction Autoencoder built in TF Keras

scarf-toolkit

Toolkit for highly memory efficient analysis of single-cell RNA-Seq, scATAC-Seq and CITE-Seq data. Analyze atlas scale datasets with millions of cells on laptop.