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The Top 23 Dimension Reduction Open Source Projects

Open source projects categorized as Dimension Reduction
Categories > Dimension Reduction
Tapkee ⭐ 229
A flexible and efficient С++ template library for dimension reduction
most recent commit 10 months ago
Isee ⭐ 217
R/shiny interface for interactive visualization of data in SummarizedExperiment objects
most recent commit 15 days ago
Boostaroota ⭐ 139
A fast xgboost feature selection algorithm
dependent packages 2total releases 5most recent commit 6 years agopypi boostaroota} Downloads
Tiny_ml ⭐ 137
numpy 实现的 周志华《机器学习》书中的算法及其他一些传统机器学习算法
most recent commit 4 years ago
Ristretto ⭐ 94
Randomized Dimension Reduction Library
total releases 4most recent commit 3 years ago
Scarf ⭐ 83
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.
dependent packages 1total releases 43most recent commit 3 months agopypi scarf} Downloads
Rsvd ⭐ 76
Randomized Matrix Decompositions using R
dependent packages 11total releases 8most recent commit 3 years ago
Fastknn ⭐ 55
Fast k-Nearest Neighbors Classifier for Large Datasets
most recent commit 7 years ago
Rdimtools ⭐ 39
Dimension Reduction and Estimation Methods
dependent packages 4total releases 17most recent commit a year ago
Spca ⭐ 33
Sparse Principal Component Analysis (SPCA) using Variable Projection
dependent packages 2total releases 1most recent commit 6 years ago
Hippyflow ⭐ 32
Dimension reduced surrogate construction for parametric PDE maps
most recent commit 4 months 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
Fred ⭐ 28
A fast, scalable and light-weight C++ Fréchet and DTW distance library, exposed to python and focused on clustering of polygonal curves.
most recent commit 8 months ago
Embedr ⭐ 28
Statistical quality evaluation of dimensionality reduction algorithms
most recent commit 8 months ago
Reconstruction And Compression Of Color Images ⭐ 18
Reconstruction and Compression of Color Images Using Principal Component Analysis (PCA) Algorithm
most recent commit 6 years ago
Emgr ⭐ 18
emgr -- EMpirical GRamian Framework
most recent commit 7 months ago
Gd Vae ⭐ 15
Geometric Dynamic Variational Autoencoders (GD-VAEs) for learning embedding maps for nonlinear dynamics into general latent spaces. This includes methods for standard latent spaces or manifold latent spaces with specified geometry and topology. The manifold latent spaces can be based on analytic expressions or general point cloud representations.
most recent commit 8 months ago
Ordr ⭐ 14
manage ordinations and render biplots in a tidyverse workflow
most recent commit 3 months ago
Ai On Browser.github.io ⭐ 14
Machine learning and data analysis package implemented in JavaScript and its online demo.
dependent packages 2total releases 47most recent commit 3 months agonpm @ai-on-browser/data-analysis-models} Downloads
Multivariate_analysis_examples ⭐ 13
Several examples of multivariate techniques implemented in R, Python, and SAS. Multivariate concrete dataset retrieved from https://archive.ics.uci.edu/ml/datasets/Concrete+S Credit to Professor I-Cheng Yeh.
most recent commit 6 months ago
Rchemo ⭐ 13
Archived repo (see Readme) - R package for regression and discrimination, with special focus on chemometrics and high-dimensional data.
most recent commit a year ago
Candisc ⭐ 10
Visualizing Generalized Canonical Discriminant and Canonical Correlation Analysis
dependent packages 7total releases 20most recent commit 2 years ago
Study 09 Machinelearning E ⭐ 8
**Unsupervised-Learning**(with practice of PCA, ICA and Model-based Clustering)
most recent commit 5 years ago
The 8 Most Depended On Dimension Reduction Open Source Projects
Rsvd ⭐ 76
Randomized Matrix Decompositions using R
dependent packages 11total releases 8latest release April 16, 2021most recent commit 3 years ago
Candisc ⭐ 10
Visualizing Generalized Canonical Discriminant and Canonical Correlation Analysis
dependent packages 7total releases 20latest release October 07, 2021most recent commit 2 years ago
Rdimtools ⭐ 39
Dimension Reduction and Estimation Methods
dependent packages 4total releases 17latest release April 18, 2021most recent commit a year ago
Ai On Browser.github.io ⭐ 14
Machine learning and data analysis package implemented in JavaScript and its online demo.
dependent packages 2total releases 47latest release November 25, 2023most recent commit 3 months agonpm @ai-on-browser/data-analysis-models} Downloads
Spca ⭐ 33
Sparse Principal Component Analysis (SPCA) using Variable Projection
dependent packages 2total releases 1latest release April 11, 2018most recent commit 6 years ago
Boostaroota ⭐ 139
A fast xgboost feature selection algorithm
dependent packages 2total releases 5latest release January 22, 2018most recent commit 6 years agopypi boostaroota} Downloads
Dr.sc ⭐ 5
DR.SC: Joint dimension reduction and spatial clustering for single-cell/spatial transcriptomics data
dependent packages 2total releases 12latest release August 09, 2023most recent commit 9 months ago
The 9 Latest Releases In Dimension Reduction Open Source Projects
Ai On Browser.github.io ⭐ 14
Machine learning and data analysis package implemented in JavaScript and its online demo.
dependent packages 2total releases 47latest release November 25, 2023most recent commit 3 months agonpm @ai-on-browser/data-analysis-models} Downloads
Dr.sc ⭐ 5
DR.SC: Joint dimension reduction and spatial clustering for single-cell/spatial transcriptomics data
dependent packages 2total releases 12latest release August 09, 2023most recent commit 9 months ago
Candisc ⭐ 10
Visualizing Generalized Canonical Discriminant and Canonical Correlation Analysis
dependent packages 7total releases 20latest release October 07, 2021most recent commit 2 years ago
Rdimtools ⭐ 39
Dimension Reduction and Estimation Methods
dependent packages 4total releases 17latest release April 18, 2021most recent commit a year ago
Rsvd ⭐ 76
Randomized Matrix Decompositions using R
dependent packages 11total releases 8latest release April 16, 2021most recent commit 3 years 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
Boostaroota ⭐ 139
A fast xgboost feature selection algorithm
dependent packages 2total releases 5latest release January 22, 2018most recent commit 6 years agopypi boostaroota} Downloads
Ristretto ⭐ 94
Randomized Dimension Reduction Library
total releases 4latest release August 17, 2017most recent commit 3 years ago
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