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The Top 23 Dimensionality Reduction Open Source Projects

Open source projects categorized as Dimensionality Reduction
Categories > Dimensionality Reduction
Umap ⭐ 6,118
Uniform Manifold Approximation and Projection
dependent packages 205total releases 37most recent commit 5 days agopypi umap-learn} Downloads
Machine Learning With Python ⭐ 2,498
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
most recent commit 6 months ago
Awesome Single Cell ⭐ 2,444
Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.
most recent commit 9 days ago
Awesome Community Detection ⭐ 2,111
A curated list of community detection research papers with implementations.
most recent commit 9 days ago
Text_classification ⭐ 1,621
Text Classification Algorithms: A Survey
most recent commit 4 months ago
Minisom ⭐ 1,191
🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps
dependent packages 3total releases 23most recent commit 25 days agopypi MiniSom} Downloads
Opentsne ⭐ 1,137
Extensible, parallel implementations of t-SNE
dependent packages 8total releases 23most recent commit a month agopypi openTSNE} Downloads
Datasets ⭐ 508
A repository of pretty cool datasets that I collected for network science and machine learning research.
most recent commit 13 days ago
Pymde ⭐ 448
Minimum-distortion embedding with PyTorch
dependent packages 2total releases 17most recent commit 4 months agopypi pymde} Downloads
Phate ⭐ 410
PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data.
dependent packages 10total releases 33most recent commit 5 days agopypi phate} Downloads
Multivariatestats.jl ⭐ 335
A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)
most recent commit a month ago
Uwot ⭐ 290
An R package implementing the UMAP dimensionality reduction method.
dependent packages 28total releases 10most recent commit 23 days ago
Ivis ⭐ 285
Dimensionality reduction in very large datasets using Siamese Networks
dependent packages 1total releases 32most recent commit 3 months agopypi ivis} Downloads
Machine Learning Notebooks ⭐ 241
Machine Learning notebooks for refreshing concepts.
most recent commit 2 years ago
Siamesenetwork Tensorflow ⭐ 232
Using siamese network to do dimensionality reduction and similar image retrieval
most recent commit 4 years ago
Umap Js ⭐ 207
JavaScript implementation of UMAP
dependent packages 4total releases 17most recent commit 2 years agonpm umap-js} Downloads
Pytorch_cpp ⭐ 202
Deep Learning sample programs using PyTorch in C++
most recent commit a month ago
Dpca ⭐ 202
An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)
total releases 3most recent commit 10 months ago
Mathtoolbox ⭐ 193
Mathematical tools (interpolation, dimensionality reduction, optimization, etc.) written in C++11 with Eigen
most recent commit a year ago
Danmf ⭐ 187
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
most recent commit 9 days ago
Go Tsne ⭐ 169
t-Distributed Stochastic Neighbor Embedding (t-SNE) in Go
dependent packages 2total releases 3most recent commit a year ago
The Data Science Workshop ⭐ 156
A New, Interactive Approach to Learning Data Science
most recent commit a year ago
Humap ⭐ 154
Hierarchical Uniform Manifold Approximation and Projection
total releases 11most recent commit 5 months ago
The 10 Most Depended On Dimensionality Reduction Open Source Projects
Umap ⭐ 6,118
Uniform Manifold Approximation and Projection
dependent packages 205total releases 37latest release April 13, 2022most recent commit 5 days agopypi umap-learn} Downloads
Uwot ⭐ 290
An R package implementing the UMAP dimensionality reduction method.
dependent packages 28total releases 10latest release August 22, 2022most recent commit 23 days ago
Umap ⭐ 125
Uniform Manifold Approximation and Projection - R package
dependent packages 12total releases 11latest release November 04, 2020most recent commit 2 months ago
Phate ⭐ 410
PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data.
dependent packages 10total releases 33latest release June 21, 2022most recent commit 5 days agopypi phate} Downloads
Opentsne ⭐ 1,137
Extensible, parallel implementations of t-SNE
dependent packages 8total releases 23latest release March 18, 2022most recent commit a month agopypi openTSNE} Downloads
Pymorton ⭐ 50
A lightweight and efficient Python Morton encoder with support for geo-hashing
dependent packages 4total releases 9latest release February 15, 2018most recent commit 4 years agopypi pymorton} Downloads
Umap Js ⭐ 207
JavaScript implementation of UMAP
dependent packages 4total releases 17latest release October 14, 2020most recent commit 2 years agonpm umap-js} Downloads
Minisom ⭐ 1,191
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
dependent packages 3total releases 23latest release February 25, 2022most recent commit 25 days agopypi MiniSom} Downloads
Dimred ⭐ 74
A Framework for Dimensionality Reduction in R
dependent packages 3total releases 9latest release July 11, 2022most recent commit 6 days ago
Pymde ⭐ 448
Minimum-distortion embedding with PyTorch
dependent packages 2total releases 17latest release March 28, 2022most recent commit 4 months agopypi pymde} Downloads
The 10 Latest Releases In Dimensionality Reduction Open Source Projects
Humap ⭐ 154
Hierarchical Uniform Manifold Approximation and Projection
total releases 11latest release November 05, 2022most recent commit 5 months ago
Uwot ⭐ 290
An R package implementing the UMAP dimensionality reduction method.
dependent packages 28total releases 10latest release August 22, 2022most recent commit 23 days ago
Bhtsne ⭐ 44
Parallel Barnes-Hut t-SNE implementation written in Rust.
dependent packages 1total releases 10latest release July 29, 2022most recent commit 8 months agocargo bhtsne} Downloads
Dimred ⭐ 74
A Framework for Dimensionality Reduction in R
dependent packages 3total releases 9latest release July 11, 2022most recent commit 6 days ago
Phate ⭐ 410
PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data.
dependent packages 10total releases 33latest release June 21, 2022most recent commit 5 days agopypi phate} Downloads
Palantir ⭐ 117
Single cell trajectory detection
dependent packages 2total releases 6latest release June 02, 2022most recent commit 5 months agopypi palantir} Downloads
Theft ⭐ 20
R package for Tools for Handling Extraction of Features from Time series (theft)
total releases 2latest release May 31, 2022most recent commit 5 days ago
Selfsne ⭐ 143
Self-Supervised Noise Embeddings (Self-SNE) for dimensionality reduction and clustering
total releases 2latest release May 02, 2022most recent commit 6 hours ago
Umap ⭐ 6,118
Uniform Manifold Approximation and Projection
dependent packages 205total releases 37latest release April 13, 2022most recent commit 5 days agopypi umap-learn} Downloads
Pymde ⭐ 448
Minimum-distortion embedding with PyTorch
dependent packages 2total releases 17latest release March 28, 2022most recent commit 4 months agopypi pymde} Downloads
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