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@thi.ng/k-means

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k-means & k-medians with customizable distance functions and centroid initializations for n-D vectors

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{ "name": "@thi.ng/k-means", "version": "2.0.9", "description": "k-means & k-medians with customizable distance functions and centroid initializations for n-D vectors", "type": "module", "module": "./index.js", "typings": "./index.d.ts", "sideEffects": false, "repository": { "type": "git", "url": "https://github.com/thi-ng/umbrella.git" }, "homepage": "https://thi.ng/k-means", "funding": [ { "type": "github", "url": "https://github.com/sponsors/postspectacular" }, { "type": "patreon", "url": "https://patreon.com/thing_umbrella" }, { "type": "liberapay", "url": "https://liberapay.com/thi.ng" } ], "author": "Karsten Schmidt (https://thi.ng)", "license": "Apache-2.0", "scripts": { "build": "yarn build:esbuild && yarn build:decl", "build:decl": "tsc --declaration --emitDeclarationOnly", "build:esbuild": "esbuild --format=esm --platform=neutral --target=es2022 --tsconfig=tsconfig.json --outdir=. src/**/*.ts", "clean": "bun ../../tools/src/clean-package.ts", "doc": "typedoc --options ../../typedoc.json --out doc src/index.ts", "doc:readme": "bun ../../tools/src/module-stats.ts && bun ../../tools/src/readme.ts", "pub": "yarn npm publish --access public", "test": "bun test", "tool:tangle": "../../node_modules/.bin/tangle src/**/*.ts" }, "dependencies": { "@thi.ng/api": "^8.11.33", "@thi.ng/distance": "^3.0.11", "@thi.ng/errors": "^2.5.39", "@thi.ng/random": "^4.1.24", "@thi.ng/vectors": "^8.6.1" }, "devDependencies": { "esbuild": "^0.25.8", "typedoc": "^0.28.7", "typescript": "^5.8.3" }, "keywords": [ "centroid", "cluster", "distance", "eucledian", "haversine", "k-means", "k-means++", "k-medians", "mean", "median", "nd", "partition", "self-organizing", "typescript" ], "publishConfig": { "access": "public" }, "engines": { "node": ">=18" }, "files": [ "./*.js", "./*.d.ts" ], "exports": { ".": { "default": "./index.js" }, "./api": { "default": "./api.js" }, "./kmeans": { "default": "./kmeans.js" }, "./mean-cut": { "default": "./mean-cut.js" } }, "thi.ng": { "alias": "kmeans", "status": "beta", "year": 2021, "screenshot": "examples/kmeans-viz.jpg" }, "gitHead": "76ffdc6e27bced158471ed47700919e7079956ca\n" }