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27 search results found

Assertr ⭐ 457

Assertive programming for R analysis pipelines

Parameters ⭐ 390

📊 Computation and processing of models' parameters

Uniform Manifold Approximation and Projection - R package

A Framework for Dimensionality Reduction in R

Local Fisher Discriminant Analysis in R

Smallvis ⭐ 63

R package for dimensionality reduction of small datasets

Dimension Reduction Methods for Multivariate Time Series

Scrna2019 ⭐ 48

supporting code for the multinomial single cell RNA-Seq paper

Clustering through Imputation and Dimensionality Reduction

Partition ⭐ 34

A fast and flexible framework for data reduction in R

Reductionwrappers ⭐ 32

R wrappers to connect Python dimensional reduction tools and single cell data objects (Seurat, SingleCellExperiment, etc...)

A tool for single-cell data analysis.

Estimation and inference from generalized linear models using explicit and implicit methods for bias reduction

Dimension reduction for outlier detection

Dimensionality reduction and batch integration methods for single cell data

Isofishr ⭐ 10

Strontium isotope laser data reduction in R

AC-PCA: simultaneously performs dimension reduction and adjustment for confounding variation

Bias reduction in quasi likelihood estimation

R package for easy access to the global high-resolution geography dataset

Coranking ⭐ 8

Co-Ranking matrix and derived methods to assess the quality of dimensionality reductions

Dimensionality Reduction via Regression using Kernel Ridge Regression in R

This package provides functions for computing One-Sided Dynamic Principal Components, a novel multivariate time series dimension reduction technique proposed in Peña, Smucler and Yohai (2019) (https://doi.org/10.1080/01621459.2018.1520117).

Hassediagram ⭐ 7

R package for drawing Hasse diagrams - visualization of transitive reduction of a finite partially ordered set.

Big Data Analysis_variable And Model Selection ⭐ 6

Big data Analysis in terms of dimension reduction and variable selection

Dyndimred ⭐ 5

Dimred methods for TI

Timeseriesr ⭐ 5

Fast Plots (vector/data.table/data.frame reduction), timeseries calculations

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