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The Top 23 High Dimensional Data Open Source Projects

Open source projects categorized as High Dimensional Data
Categories > High Dimensional Data
Minkowskiengine ⭐ 2,212
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
dependent packages 1total releases 12most recent commit 4 months agopypi MinkowskiEngine} Downloads
Hypertools ⭐ 1,787
A Python toolbox for gaining geometric insights into high-dimensional data
dependent packages 1total releases 21most recent commit 8 months agopypi hypertools} Downloads
Vald ⭐ 1,422
Vald. A Highly Scalable Distributed Vector Search Engine
dependent packages 1total releases 132most recent commit 3 months ago
Abess ⭐ 317
Fast Best-Subset Selection Library
dependent packages 1total releases 17most recent commit 6 months agopypi abess} Downloads
Datamicroarray ⭐ 76
A collection of small-sample, high-dimensional microarray data sets to assess machine-learning algorithms and models.
most recent commit 8 years ago
Dimred ⭐ 74
A Framework for Dimensionality Reduction in R
dependent packages 3total releases 9most recent commit a year ago
Tt_rnn ⭐ 74
most recent commit 6 years ago
Hdmedians ⭐ 45
High-dimensional medians (medoid, geometric median, etc.). Fast implementations in Python.
dependent packages 4total releases 3most recent commit 3 years agopypi hdmedians} Downloads
Loon ⭐ 45
A Toolkit for Interactive Statistical Data Visualization
dependent packages 7total releases 18most recent commit a year ago
Hdnom ⭐ 36
Benchmarking and Visualization Toolkit for Penalized Cox Models
most recent commit a year ago
Scikit Hubness ⭐ 34
A Python package for hubness analysis and high-dimensional data mining
total releases 10most recent commit 2 years ago
Ppmlhdfe ⭐ 28
Poisson pseudo-likelihood regression with multiple levels of fixed effects
most recent commit 3 years ago
Embedr ⭐ 28
Statistical quality evaluation of dimensionality reduction algorithms
most recent commit 8 months ago
Newma ⭐ 24
Implementation of NEWMA: a new method for scalable model-free online change-point detection
most recent commit 4 years ago
Dive ⭐ 23
An interactive 3D web viewer of up to million points on one screen that represent data. Provides interaction for viewing high-dimensional data that has been previously embedded in 3D or 2D. Based on graphosaurus.js and three.js. For a Linux release of a complete embedding+visualization pipeline please visit https://github.com/sonjageorgievska/Embed-Dive.
most recent commit 6 years ago
Hub Toolbox Python3 ⭐ 16
Hubness analysis and removal functions
dependent packages 1total releases 4most recent commit a year agopypi hub-toolbox} Downloads
Flinng ⭐ 15
A fast high dimensional near neighbor search algorithm based on group testing and locality sensitive hashing
most recent commit 4 months ago
Highdim ⭐ 14
Statistics for high-dimensional data (homogeneity, sphericity, independence, spherical uniformity)
most recent commit 6 years ago
Corbinian ⭐ 14
CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations
most recent commit 3 years ago
Msaenet ⭐ 12
🧲 Multi-step adaptive estimation for reducing false positive selection in sparse regressions
most recent commit 2 years ago
Dpa ⭐ 10
The DPA package is the scikit-learn compatible implementation of the Density Peaks Advanced clustering algorithm. The algorithm provides robust and visual information about the clusters, their statistical reliability and their hierarchical organization.
most recent commit 2 years ago
Sparsediscrim ⭐ 10
Sparse and Regularized Discriminant Analysis in R
dependent packages 2total releases 4most recent commit 7 years ago
D Cca ⭐ 9
A Decomposition-based Canonical Correlation Analysis for High-dimensional Datasets (JASA-20 paper)
most recent commit 2 years ago
The 10 Most Depended On High Dimensional Data Open Source Projects
Loon ⭐ 45
A Toolkit for Interactive Statistical Data Visualization
dependent packages 7total releases 18latest release June 15, 2023most recent commit a year ago
Hdmedians ⭐ 45
High-dimensional medians (medoid, geometric median, etc.). Fast implementations in Python.
dependent packages 4total releases 3latest release September 25, 2020most recent commit 3 years agopypi hdmedians} Downloads
Dimred ⭐ 74
A Framework for Dimensionality Reduction in R
dependent packages 3total releases 9latest release July 11, 2022most recent commit a year ago
Json Browse ⭐ 6
jQuery plugin to easily browse and highlight your JSON
dependent packages 3total releases 1latest release August 30, 2016most recent commit 6 years agonpm json-browse} Downloads
Sparsediscrim ⭐ 10
Sparse and Regularized Discriminant Analysis in R
dependent packages 2total releases 4latest release August 14, 2017most recent commit 7 years ago
Abess ⭐ 317
Fast Best-Subset Selection Library
dependent packages 1total releases 17latest release September 12, 2023most recent commit 6 months agopypi abess} Downloads
Vald ⭐ 1,422
Vald. A Highly Scalable Distributed Vector Search Engine
dependent packages 1total releases 132latest release December 06, 2023most recent commit 3 months ago
Hypertools ⭐ 1,787
A Python toolbox for gaining geometric insights into high-dimensional data
dependent packages 1total releases 21latest release February 12, 2022most recent commit 8 months agopypi hypertools} Downloads
Hub Toolbox Python3 ⭐ 16
Hubness analysis and removal functions
dependent packages 1total releases 4latest release January 29, 2019most recent commit a year agopypi hub-toolbox} Downloads
Minkowskiengine ⭐ 2,212
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
dependent packages 1total releases 12latest release May 21, 2021most recent commit 4 months agopypi MinkowskiEngine} Downloads
The 10 Latest Releases In High Dimensional Data Open Source Projects
Vald ⭐ 1,422
Vald. A Highly Scalable Distributed Vector Search Engine
dependent packages 1total releases 132latest release December 06, 2023most recent commit 3 months ago
Abess ⭐ 317
Fast Best-Subset Selection Library
dependent packages 1total releases 17latest release September 12, 2023most recent commit 6 months agopypi abess} Downloads
Loon ⭐ 45
A Toolkit for Interactive Statistical Data Visualization
dependent packages 7total releases 18latest release June 15, 2023most recent commit a year ago
Htlr ⭐ 8
Bayesian Logistic Regression with Hyper-LASSO priors
total releases 5latest release October 22, 2022most 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
Hypertools ⭐ 1,787
A Python toolbox for gaining geometric insights into high-dimensional data
dependent packages 1total releases 21latest release February 12, 2022most recent commit 8 months agopypi hypertools} Downloads
Minkowskiengine ⭐ 2,212
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
dependent packages 1total releases 12latest release May 21, 2021most recent commit 4 months agopypi MinkowskiEngine} Downloads
Hdmedians ⭐ 45
High-dimensional medians (medoid, geometric median, etc.). Fast implementations in Python.
dependent packages 4total releases 3latest release September 25, 2020most recent commit 3 years agopypi hdmedians} Downloads
Radviz ⭐ 9
A R package for multi-dimensional data visualization
total releases 5latest release March 19, 2020most recent commit 2 years ago
Scikit Hubness ⭐ 34
A Python package for hubness analysis and high-dimensional data mining
total releases 10latest release January 14, 2020most recent commit 2 years ago
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