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The Top 23 Machine Learning Dimensionality Reduction Open Source Projects

Open source projects categorized as Machine Learning Dimensionality Reduction
Categories > Dimensionality Reduction
Categories > Machine Learning > Machine Learning
Umap ⭐ 6,672
Uniform Manifold Approximation and Projection
dependent packages 412total releases 39most recent commit 3 months agopypi umap-learn} Downloads
Machine Learning With Python ⭐ 2,980
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
most recent commit a year ago
Awesome Community Detection ⭐ 2,232
A curated list of community detection research papers with implementations.
most recent commit 4 months ago
Minisom ⭐ 1,339
🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps
dependent packages 14total releases 24most recent commit 3 months agopypi MiniSom} Downloads
Opentsne ⭐ 1,295
Extensible, parallel implementations of t-SNE
dependent packages 16total releases 27most recent commit 5 months agopypi openTSNE} Downloads
Datasets ⭐ 521
A repository of pretty cool datasets that I collected for network science and machine learning research.
most recent commit 10 months ago
Pymde ⭐ 480
Minimum-distortion embedding with PyTorch
dependent packages 6total releases 20most recent commit 10 months agopypi pymde} Downloads
Ivis ⭐ 304
Dimensionality reduction in very large datasets using Siamese Networks
dependent packages 2total releases 33most recent commit 5 months agopypi ivis} Downloads
Machine Learning Notebooks ⭐ 241
Machine Learning notebooks for refreshing concepts.
most recent commit 3 years ago
Humap ⭐ 203
Hierarchical Uniform Manifold Approximation and Projection
total releases 12most recent commit 8 months ago
Danmf ⭐ 187
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
most recent commit a year ago
Go Tsne ⭐ 169
t-Distributed Stochastic Neighbor Embedding (t-SNE) in Go
dependent packages 5total releases 4most recent commit 2 years ago
The Data Science Workshop ⭐ 156
A New, Interactive Approach to Learning Data Science
most recent commit 2 years ago
Selfsne ⭐ 147
Self-Supervised Noise Embeddings (Self-SNE) for dimensionality reduction and clustering
total releases 2most recent commit 8 months ago
Machine_learning_2018 ⭐ 146
Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz
most recent commit 3 years ago
Umap.jl ⭐ 115
Uniform Manifold Approximation and Projection (UMAP) implementation in Julia
most recent commit 6 months ago
Parametricumap_paper ⭐ 112
Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep neural networks for representation and semi-supervised learning" (Sainburg, McInnes, Gentner, 2020).
most recent commit 3 years ago
Walklets ⭐ 96
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
most recent commit a year ago
Hyperspectral_image_analysis_simplified ⭐ 77
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
most recent commit 3 years ago
Lfda ⭐ 74
Local Fisher Discriminant Analysis in R
dependent packages 3total releases 5most recent commit 9 months ago
Topometry ⭐ 69
Systematically learn and evaluate manifolds from high-dimensional data
total releases 26most recent commit 9 months ago
Sine ⭐ 69
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
most recent commit a year ago
Covid19 Literature Clustering ⭐ 63
An approach to document exploration using Machine Learning. Let's cluster similar research articles together to make it easier for health professionals and researchers to find relevant research articles.
most recent commit 2 years ago
The 9 Most Depended On Machine Learning Dimensionality Reduction Open Source Projects
Umap ⭐ 6,672
Uniform Manifold Approximation and Projection
dependent packages 412total releases 39latest release November 18, 2023most recent commit 3 months agopypi umap-learn} Downloads
Opentsne ⭐ 1,295
Extensible, parallel implementations of t-SNE
dependent packages 16total releases 27latest release November 29, 2023most recent commit 5 months agopypi openTSNE} Downloads
Minisom ⭐ 1,339
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
dependent packages 14total releases 24latest release March 02, 2023most recent commit 3 months agopypi MiniSom} Downloads
Pymde ⭐ 480
Minimum-distortion embedding with PyTorch
dependent packages 6total releases 20latest release November 20, 2022most recent commit 10 months agopypi pymde} Downloads
Go Tsne ⭐ 169
t-Distributed Stochastic Neighbor Embedding (t-SNE) in Go
dependent packages 5total releases 4latest release March 06, 2022most recent commit 2 years ago
Lfda ⭐ 74
Local Fisher Discriminant Analysis in R
dependent packages 3total releases 5latest release July 31, 2019most recent commit 9 months ago
Ivis ⭐ 304
Dimensionality reduction in very large datasets using Siamese Networks
dependent packages 2total releases 33latest release March 10, 2022most recent commit 5 months agopypi ivis} Downloads
Bhtsne ⭐ 44
Parallel Barnes-Hut t-SNE implementation written in Rust.
dependent packages 1total releases 10latest release July 29, 2022most recent commit 2 years agocargo bhtsne} Downloads
Uapca ⭐ 15
Uncertainty-aware principal component analysis.
dependent packages 1total releases 13latest release October 21, 2019most recent commit 3 years agonpm uapca} Downloads
The 10 Latest Releases In Machine Learning Dimensionality Reduction Open Source Projects
Opentsne ⭐ 1,295
Extensible, parallel implementations of t-SNE
dependent packages 16total releases 27latest release November 29, 2023most recent commit 5 months agopypi openTSNE} Downloads
Ncvis ⭐ 47
Noise-Contrastive Visualization
total releases 24latest release November 24, 2023most recent commit 5 months ago
Umap ⭐ 6,672
Uniform Manifold Approximation and Projection
dependent packages 412total releases 39latest release November 18, 2023most recent commit 3 months agopypi umap-learn} Downloads
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
Minisom ⭐ 1,339
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
dependent packages 14total releases 24latest release March 02, 2023most recent commit 3 months agopypi MiniSom} Downloads
Fabba ⭐ 25
An efficient symbolic time series approximation technique
total releases 109latest release December 12, 2022most recent commit 4 months ago
Topometry ⭐ 69
Systematically learn and evaluate manifolds from high-dimensional data
total releases 26latest release November 28, 2022most recent commit 9 months ago
Pymde ⭐ 480
Minimum-distortion embedding with PyTorch
dependent packages 6total releases 20latest release November 20, 2022most recent commit 10 months agopypi pymde} Downloads
Humap ⭐ 203
Hierarchical Uniform Manifold Approximation and Projection
total releases 12latest release November 05, 2022most recent commit 8 months ago
Bhtsne ⭐ 44
Parallel Barnes-Hut t-SNE implementation written in Rust.
dependent packages 1total releases 10latest release July 29, 2022most recent commit 2 years agocargo bhtsne} Downloads
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