Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 R Dimensionality Reduction Open Source Projects

Open source projects categorized as R Dimensionality Reduction
Categories > Dimensionality Reduction
Uwot ⭐ 294
An R package implementing the UMAP dimensionality reduction method.
dependent packages 35total releases 12most recent commit 4 months ago
Umap ⭐ 125
Uniform Manifold Approximation and Projection - R package
dependent packages 22total releases 14most recent commit a year ago
Swne ⭐ 100
Similarity Weighted Nonnegative Embedding (SWNE), a method for visualizing high dimensional datasets
most recent commit 9 months ago
Dimred ⭐ 74
A Framework for Dimensionality Reduction in R
dependent packages 3total releases 9most recent commit a year ago
Lfda ⭐ 74
Local Fisher Discriminant Analysis in R
dependent packages 3total releases 5most recent commit 9 months ago
Destiny ⭐ 65
R package for single cell and other data analysis using diffusion maps
most recent commit 4 months ago
Smallvis ⭐ 63
R package for dimensionality reduction of small datasets
most recent commit a year ago
Dml ⭐ 57
R package for Distance Metric Learning
total releases 1most recent commit 9 months ago
Mathematics Statistics For Data Science ⭐ 54
Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.
most recent commit a year ago
Partition ⭐ 34
A fast and flexible framework for data reduction in R
total releases 5most recent commit 3 months ago
Spca ⭐ 33
Sparse Principal Component Analysis (SPCA) using Variable Projection
dependent packages 2total releases 1most recent commit 6 years ago
Reductionwrappers ⭐ 32
R wrappers to connect Python dimensional reduction tools and single cell data objects (Seurat, SingleCellExperiment, etc...)
most recent commit a year ago
Theft ⭐ 29
R package for Tools for Handling Extraction of Features from Time series (theft)
total releases 6most recent commit 6 months ago
Nanny ⭐ 27
A tidyverse suite for (pre-) machine-learning: cluster, PCA, permute, impute, rotate, redundancy, triangular, smart-subset, abundant and variable features.
most recent commit 9 months ago
Data Science ⭐ 17
Utilizing Kaggle Data and Real-World Data for Data Science and Prediction in Python, R, Excel, Power BI, and Tableau.
most recent commit 10 months ago
Enpls ⭐ 15
Algorithmic framework for measuring feature importance, outlier detection, model applicability evaluation, and ensemble predictive modeling with (sparse) partial least squares regressions.
most recent commit 2 years ago
Singlecellworkflow ⭐ 13
Tutorial for the analysis of scRNA-seq data in R
most recent commit 6 years ago
Sneer ⭐ 13
Stochastic Neighbor Embedding Experiments in R
most recent commit a year ago
Unsupervised Learning In R ⭐ 12
Workshop (6 hours): Clustering (Hdbscan, LCA, Hopach), dimension reduction (UMAP, GLRM), and anomaly detection (isolation forests).
most recent commit 4 years ago
Snedata ⭐ 11
SNE Simulation Dataset Functions
most recent commit 5 months ago
Antler ⭐ 10
R package for single-cell RNA-sequencing analysis
most recent commit 3 years ago
Drr ⭐ 8
Dimensionality Reduction via Regression using Kernel Ridge Regression in R
dependent packages 2total releases 3most recent commit a year ago
Scpca ⭐ 8
A toolbox for sparse contrastive principal component analysis
most recent commit 10 months ago
The 7 Most Depended On R Dimensionality Reduction Open Source Projects
Uwot ⭐ 294
An R package implementing the UMAP dimensionality reduction method.
dependent packages 35total releases 12latest release June 29, 2023most recent commit 4 months ago
Umap ⭐ 125
Uniform Manifold Approximation and Projection - R package
dependent packages 22total releases 14latest release February 01, 2023most recent commit a year ago
Lfda ⭐ 74
Local Fisher Discriminant Analysis in R
dependent packages 3total releases 5latest release July 31, 2019most recent commit 9 months ago
Dimred ⭐ 74
A Framework for Dimensionality Reduction in R
dependent packages 3total releases 9latest release July 11, 2022most recent commit a year ago
Spca ⭐ 33
Sparse Principal Component Analysis (SPCA) using Variable Projection
dependent packages 2total releases 1latest release April 11, 2018most recent commit 6 years ago
Drr ⭐ 8
Dimensionality Reduction via Regression using Kernel Ridge Regression in R
dependent packages 2total releases 3latest release February 12, 2020most recent commit a year ago
Coranking ⭐ 8
Co-Ranking matrix and derived methods to assess the quality of dimensionality reductions
dependent packages 1total releases 6latest release March 20, 2023most recent commit a year ago
The 10 Latest Releases In R Dimensionality Reduction Open Source Projects
Theft ⭐ 29
R package for Tools for Handling Extraction of Features from Time series (theft)
total releases 6latest release July 19, 2023most recent commit 6 months ago
Uwot ⭐ 294
An R package implementing the UMAP dimensionality reduction method.
dependent packages 35total releases 12latest release June 29, 2023most recent commit 4 months ago
Coranking ⭐ 8
Co-Ranking matrix and derived methods to assess the quality of dimensionality reductions
dependent packages 1total releases 6latest release March 20, 2023most recent commit a year ago
Umap ⭐ 125
Uniform Manifold Approximation and Projection - R package
dependent packages 22total releases 14latest release February 01, 2023most recent commit a year ago
Dimred ⭐ 74
A Framework for Dimensionality Reduction in R
dependent packages 3total releases 9latest release July 11, 2022most recent commit a year ago
Partition ⭐ 34
A fast and flexible framework for data reduction in R
total releases 5latest release October 05, 2021most recent commit 3 months ago
Drr ⭐ 8
Dimensionality Reduction via Regression using Kernel Ridge Regression in R
dependent packages 2total releases 3latest release February 12, 2020most recent commit a year ago
Dml ⭐ 57
R package for Distance Metric Learning
total releases 1latest release November 05, 2019most recent commit 9 months ago
Lfda ⭐ 74
Local Fisher Discriminant Analysis in R
dependent packages 3total releases 5latest release July 31, 2019most recent commit 9 months ago
Spca ⭐ 33
Sparse Principal Component Analysis (SPCA) using Variable Projection
dependent packages 2total releases 1latest release April 11, 2018most recent commit 6 years ago
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.