clustering-tfjs
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High-performance TypeScript clustering algorithms (K-Means, Spectral, Agglomerative) with TensorFlow.js acceleration and scikit-learn compatibility
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{
"name": "clustering-tfjs",
"version": "0.3.1",
"description": "High-performance TypeScript clustering algorithms (K-Means, Spectral, Agglomerative) with TensorFlow.js acceleration and scikit-learn compatibility",
"keywords": [
"clustering",
"machine-learning",
"kmeans",
"spectral-clustering",
"agglomerative-clustering",
"tensorflow",
"tensorflowjs",
"data-science",
"unsupervised-learning",
"scikit-learn",
"typescript",
"browser",
"nodejs"
],
"homepage": "https://github.com/CRJFisher/clustering-tfjs#readme",
"bugs": {
"url": "https://github.com/CRJFisher/clustering-tfjs/issues"
},
"repository": {
"type": "git",
"url": "git+https://github.com/CRJFisher/clustering-tfjs.git"
},
"license": "MIT",
"author": "Your Name <your.email@example.com>",
"main": "dist/index.js",
"module": "dist/index.esm.js",
"types": "dist/index.d.ts",
"exports": {
".": {
"types": "./dist/index.d.ts",
"browser": {
"import": "./dist/index.esm.js",
"require": "./dist/clustering.browser.js"
},
"node": {
"import": "./dist/index.esm.js",
"require": "./dist/index.js"
},
"default": {
"import": "./dist/index.esm.js",
"require": "./dist/index.js"
}
}
},
"files": [
"dist",
"README.md",
"LICENSE",
"CHANGELOG.md"
],
"scripts": {
"build": "node scripts/build.js",
"build:browser": "node scripts/build-multi-platform.js browser",
"build:node": "node scripts/build-multi-platform.js node",
"build:multi": "node scripts/build-multi-platform.js",
"build:clean": "rm -rf dist",
"dev": "ts-node src/index.ts",
"test": "jest",
"test:coverage": "jest --coverage",
"lint": "eslint src --ext .ts",
"type-check": "tsc --noEmit",
"benchmark": "ts-node scripts/benchmark.ts",
"benchmark:node": "ts-node scripts/benchmark.ts",
"benchmark:native": "npm install @tensorflow/tfjs-node && ts-node scripts/benchmark.ts",
"benchmark:compare": "ts-node scripts/compare-benchmarks.ts",
"prepublishOnly": "npm run lint && npm run type-check && npm run build && npm test",
"prepare": "npm run build",
"format": "prettier --write 'src/**/*.{ts,tsx}'",
"release": "node scripts/release.js"
},
"dependencies": {
"@tensorflow/tfjs-core": "^4.20.0",
"ml-matrix": "^6.12.1"
},
"peerDependencies": {
"@tensorflow/tfjs": "^4.20.0",
"@tensorflow/tfjs-backend-wasm": "^4.20.0",
"@tensorflow/tfjs-node": "^4.20.0",
"@tensorflow/tfjs-node-gpu": "^4.20.0"
},
"peerDependenciesMeta": {
"@tensorflow/tfjs": {
"optional": true
},
"@tensorflow/tfjs-backend-wasm": {
"optional": true
},
"@tensorflow/tfjs-node": {
"optional": true
},
"@tensorflow/tfjs-node-gpu": {
"optional": true
}
},
"devDependencies": {
"@tensorflow/tfjs-node": "^4.20.0",
"@types/jest": "^29.5.0",
"@types/js-yaml": "^4.0.9",
"@types/puppeteer": "^5.4.7",
"@typescript-eslint/eslint-plugin": "^6.7.0",
"@typescript-eslint/parser": "^6.7.0",
"eslint": "^8.50.0",
"eslint-config-prettier": "^9.0.0",
"eslint-plugin-import": "^2.28.0",
"jest": "^29.6.0",
"js-yaml": "^4.1.0",
"prettier": "^3.0.0",
"puppeteer": "^24.15.0",
"terser-webpack-plugin": "^5.3.14",
"ts-jest": "^29.1.0",
"ts-loader": "^9.5.2",
"ts-node": "^10.9.2",
"typescript": "^5.2.2",
"webpack": "^5.101.0",
"webpack-cli": "^6.0.1",
"webpack-node-externals": "^3.0.0"
},
"engines": {
"node": ">=18.0.0"
}
}