The smallest, yet handy, Map and WeakMap utility ever
JavaScript implementation of UMAP
WebAssembly-Accelerated UMAP for JavaScript - High-performance dimension reduction for browser and Node.js
UMAP with HNSW kNN and WebGPU-accelerated SGD
Flow control nodes for GravityWorkflow - Code, Loop, IfElse, Context, Relay, Note, UMAP
JavaScript implementation of UMAP with Chroma adapter for fuzzy graph construction
A React library for visualizing interconnected stories using UMAP and hex grid layouts
A high-quality TypeScript library for dimension reduction (UMAP) — ultra-simple interface for embedding visualization
uMap Download CLI
Make geometries editable in Leaflet
Components for interactive embedding visualization
Very simple SVG-based elevation chart
Powered By [ArcoDesign](https://arco.design/)
MemberJunction: Reusable Angular clustering visualization components with scatter plot, config panel, and clustering service
Manage map and features with Leaflet and expose them for backend storage through an API.
Vue-component including graph settings interface and resulting rendered graph. For using graph only (creating picture without user interface) use [miplots4](https://github.com/milaboratory/miplots4).
Provides support for HELM notation (importing, detecting, rendering, conversion).
Exploratory Data Analysis Tools
A components of zmap base on vue2.X
A WebGL-based Library for Visual Piling/Stacking
An accessibility and localization plugin for Leaflet.
A components of zmap base on vue2.X
Pennsieve visualization component library for scientific data
Dimensionality reduction methods
TBD
Configurable UMAP (Uniform Manifold Approximation and Projection) in Rust
Parametric UMAP on RLX — full fit/transform API and k-NN building blocks.
Fast, parallel, memory-efficient Rust implementation of UMAP
Embedding methods implemented in Rust: (parametric) UMAP, tSNE, PHATE, Diffusion Map and PacMAP.
UMAP dimensionality reduction — project high-dimensional data into 2D or nD embeddings
A simple Rust implementation of UMAP for dimensionality reduction
An implementation of a set and a map designed for speed, with unsigned integers as keys.
State-of-the-art clustering algorithms for Rust - surpassing scikit-learn, HDBSCAN, and RAPIDS cuML
a Rust implementation of a dimension reduction à la Umap
Topology-preserving embeddings in Rust: whitening, parametric UMAP, ... with Lance storage.
Data transformation module for SciRS2 (scirs2-transform)
Umappp wrapper for Ruby
A comprehensive clustering toolkit for Ruby, providing UMAP, PCA, K-means, HDBSCAN and more. Built on top of annembed and hdbscan Rust crates for blazing-fast performance.
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