PaCMAP: Large-scale Dimension Reduction Technique Preserving Both Global and Local Structure
☆957Mar 3, 2026Updated last month
Alternatives and similar repositories for PaCMAP
Users that are interested in PaCMAP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code repository for the NeurIPS 2024 paper "Navigating the Effect of Parametrization for Dimensionality Reduction".☆40Jan 31, 2025Updated last year
- TriMap: Large-scale Dimensionality Reduction Using Triplets☆328Nov 17, 2025Updated 5 months ago
- Hierarchical Uniform Manifold Approximation and Projection☆241Feb 18, 2025Updated last year
- Uniform Manifold Approximation with Two-phase Optimization (IEEE VIS 2022 short)☆117Feb 11, 2026Updated 2 months ago
- ☆24Nov 20, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Uniform Manifold Approximation and Projection☆8,161Apr 18, 2026Updated last week
- Bayesian or-of-and☆37Mar 11, 2022Updated 4 years ago
- Density-preserving data visualization tools den-SNE and densMAP☆117Apr 27, 2021Updated 5 years ago
- ☆24Dec 11, 2021Updated 4 years ago
- Dimensionality reduction in very large datasets using Siamese Networks☆343Nov 10, 2025Updated 5 months ago
- A Python nearest neighbor descent for approximate nearest neighbors☆963Mar 30, 2026Updated last month
- Creating beautiful plots of data maps☆1,005Mar 24, 2026Updated last month
- Minimum-distortion embedding with PyTorch☆585Feb 26, 2026Updated 2 months ago
- Systematically learn and evaluate the latent geometry of high-dimensional data, with a focus on scRNAseq analysis☆106Apr 1, 2026Updated 3 weeks ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Code repository for the paper "Towards a Comprehensive Evaluation of Dimension Reduction Methods for Data Visualization"☆13Jul 4, 2024Updated last year
- ☆96Apr 18, 2024Updated 2 years ago
- A high performance implementation of HDBSCAN clustering.☆3,097Mar 27, 2026Updated last month
- Vectorizers for a range of different data types☆103Oct 9, 2025Updated 6 months ago
- Explaining dimensionality results using SHAP values☆55Jan 5, 2026Updated 3 months ago
- A Python package for hubness analysis and high-dimensional data mining☆46May 31, 2024Updated last year
- Initialization is critical for preserving global data structure in both t-SNE and UMAP☆24Feb 3, 2021Updated 5 years ago
- Ensemble topic modelling with pLSA☆114Sep 30, 2021Updated 4 years ago
- Uniform Manifold Approximation and Projection☆13Oct 27, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A toolking for cell type hierarchies: marker selection & consistent classification☆22Nov 26, 2023Updated 2 years ago
- Extensible, parallel implementations of t-SNE☆1,619Nov 13, 2025Updated 5 months ago
- A fast multi-core implementation of HDBSCAN for low dimensional Euclidean spaces☆146Apr 12, 2026Updated 2 weeks ago
- Unsupervised visualization of image datasets using contrastive learning☆115May 19, 2025Updated 11 months ago
- ☆11Jul 20, 2022Updated 3 years ago
- ☆32May 9, 2025Updated 11 months ago
- Contrastive neighbor embeddings☆56Nov 7, 2025Updated 5 months ago
- Leveraging BERT and c-TF-IDF to create easily interpretable topics.☆7,564Feb 20, 2026Updated 2 months ago
- Clustering for mixed-type data☆101Jul 29, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Warp your data like Jet warps your perception☆13Feb 16, 2024Updated 2 years ago
- just a bunch of useful embeddings for scikit-learn pipelines☆524Feb 12, 2026Updated 2 months ago
- A scientific instrument for investigating latent spaces☆756Apr 12, 2026Updated 2 weeks ago
- Embedding Vector Oriented Clustering☆244Apr 16, 2026Updated 2 weeks ago
- Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep…☆152Feb 8, 2021Updated 5 years ago
- A visual labeling system implemented in Jupyter widgets.☆154Nov 13, 2024Updated last year
- ☆13Jul 13, 2022Updated 3 years ago