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The Top 23 R Pca Open Source Projects

Open source projects categorized as R Pca

Categories > Machine Learning > Pca

Categories > Programming Languages > R

H2o 3 ⭐ 6,618

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

dependent packages 33total releases 49most recent commit 3 months ago

Harmony ⭐ 460

Fast, sensitive and accurate integration of single-cell data with Harmony

most recent commit 4 months ago

H2o4gpu ⭐ 421

H2Oai GPU Edition

total releases 1most recent commit 3 years ago

Parameters ⭐ 390

📊 Computation and processing of models' parameters

dependent packages 37total releases 35most recent commit 4 months ago

Pcatools ⭐ 297

PCAtools: everything Principal Components Analysis

most recent commit 6 months ago

Factoextra ⭐ 226

Extract and Visualize the Results of Multivariate Data Analyses

most recent commit 3 years ago

Teachingdemos ⭐ 216

Bioinformatics related demos and tutorials using the R programming language

most recent commit a year ago

Ml Course ⭐ 168

Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language

most recent commit 3 months ago

Tidybulk ⭐ 153

Brings bulk and pseudobulk transcriptomics to the tidyverse

most recent commit 5 months ago

Miscellaneous R Code ⭐ 140

Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. Now almost entirely superseded by the models-by-example repo.

most recent commit 3 years ago

Tidyseurat ⭐ 131

Seurat meets tidyverse. The best of both worlds.

total releases 14most recent commit 3 months ago

Fast truncated singular value decompositions

dependent packages 71total releases 14most recent commit a year ago

Snprelate ⭐ 90

R package: parallel computing toolset for relatedness and principal component analysis of SNP data (Development version only)

most recent commit 3 months ago

Randomized Matrix Decompositions using R

dependent packages 11total releases 8most recent commit 3 years ago

Scrna2019 ⭐ 48

supporting code for the multinomial single cell RNA-Seq paper

most recent commit 3 years ago

Interactive_pca_explorer ⭐ 40

Shiny app for exploring a PCA

most recent commit 3 years ago

Sparse Principal Component Analysis (SPCA) using Variable Projection

dependent packages 2total releases 1most recent commit 6 years ago

Ml Simulations ⭐ 28

Animated Visualizations of Popular Machine Learning Algorithms

most recent commit 7 years ago

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

Countclust ⭐ 25

A R package for Grade of Membership model and Visualization of counts data:

most recent commit 3 years ago

光伏短期功率预测大赛代码

most recent commit a year ago

Pcamethods ⭐ 23

Perform PCA on data with missing values in R

most recent commit 4 years ago

Omicspls ⭐ 20

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

most recent commit 2 years ago

The 7 Most Depended On R Pca Open Source Projects

Fast truncated singular value decompositions

dependent packages 71total releases 14latest release October 03, 2022most recent commit a year ago

Parameters ⭐ 390

:bar_chart: Computation and processing of models' parameters

dependent packages 37total releases 35latest release November 02, 2023most recent commit 4 months ago

H2o 3 ⭐ 6,618

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

dependent packages 33total releases 49latest release August 09, 2023most recent commit 3 months ago

Randomized Matrix Decompositions using R

dependent packages 11total releases 8latest release April 16, 2021most recent commit 3 years ago

Bigutilsr ⭐ 10

R package with utility functions for large-scale data

dependent packages 3total releases 6latest release April 13, 2021most recent commit 5 months ago

Sparse Principal Component Analysis (SPCA) using Variable Projection

dependent packages 2total releases 1latest release April 11, 2018most recent commit 6 years ago

Robust Sparse PCA using the ROSPCA algorithm of Hubert et al. (2016)

dependent packages 1total releases 5latest release February 26, 2018most recent commit 6 years ago

The 10 Latest Releases In R Pca Open Source Projects

Tidyseurat ⭐ 131

Seurat meets tidyverse. The best of both worlds.

total releases 14latest release November 28, 2023most recent commit 3 months ago

Parameters ⭐ 390

:bar_chart: Computation and processing of models' parameters

dependent packages 37total releases 35latest release November 02, 2023most recent commit 4 months ago

H2o 3 ⭐ 6,618

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

dependent packages 33total releases 49latest release August 09, 2023most recent commit 3 months ago

Exploratory Principal Component Analysis

total releases 3latest release July 10, 2023most recent commit 10 months ago

Fast truncated singular value decompositions

dependent packages 71total releases 14latest release October 03, 2022most recent commit a year ago

Randomized Matrix Decompositions using R

dependent packages 11total releases 8latest release April 16, 2021most recent commit 3 years ago

Bigutilsr ⭐ 10

R package with utility functions for large-scale data

dependent packages 3total releases 6latest release April 13, 2021most recent commit 5 months ago

Holodeck ⭐ 11

A Tidy Interface for Simulating Multivariate Data

total releases 2latest release May 26, 2020most recent commit 8 months ago

Jackstraw ⭐ 14

Statistical Inference for Unsupervised Learning

total releases 5latest release December 03, 2018most recent commit 9 months ago

Sparse Principal Component Analysis (SPCA) using Variable Projection

dependent packages 2total releases 1latest release April 11, 2018most recent commit 6 years ago

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