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machine learning, AI, and data processing library for modern JavaScript","maintainers":[{"name":"anonyfox","email":"Hisako1337@gmail.com"}],"readme":"# Cortex\n\n[![Website](https://img.shields.io/badge/ravenjs.dev-000000?style=flat&logo=firefox&logoColor=white)](https://ravenjs.dev)\n[![Zero Dependencies](https://img.shields.io/badge/Zero-Dependencies-brightgreen.svg)](https://github.com/Anonyfox/ravenjs)\n[![ESM Only](https://img.shields.io/badge/ESM-Only-purple.svg)](https://nodejs.org/api/esm.html)\n[![Node.js 22.5+](https://img.shields.io/badge/Node.js-22.5+-green.svg)](https://nodejs.org/)\n\n<div align=\"center\">\n  <img src=\"./media/logo.webp\" alt=\"Cortex Logo\" width=\"200\" height=\"200\" />\n</div>\n\nMachine learning, data structures, and temporal computation without dependencies.\n\n## Purpose\n\nPlatform-native algorithms using Math APIs and Node.js built-ins. Build neural networks, matrix operations, schema validation, and holiday calculations using pure JavaScript primitives.\n\nStructured learning that adapts rather than couples to AI service evolution. Matrix operations optimized for V8 engine performance. Temporal computation with governmental precision across 30+ countries.\n\n## Install\n\n```bash\nnpm install @raven-js/cortex\n```\n\n## Usage\n\n```javascript\n// Neural networks and machine learning\nimport { NeuralNetwork, LinearRegression } from \"@raven-js/cortex\";\n\nconst nn = new NeuralNetwork([2, 4, 1]); // 2 inputs, 4 hidden, 1 output\nnn.trainBatch(\n  [\n    [0, 0],\n    [0, 1],\n    [1, 0],\n    [1, 1],\n  ],\n  [[0], [1], [1], [0]]\n);\nconsole.log(nn.predict([1, 0])); // XOR classification\n\nconst regression = new LinearRegression();\nregression.trainBatch([\n  { x: 1, y: 2 },\n  { x: 2, y: 4 },\n  { x: 3, y: 6 },\n]);\nconsole.log(regression.predict({ x: 4 })); // 8\n```\n\n```javascript\n// Matrix operations and data structures\nimport { Matrix, Schema } from \"@raven-js/cortex\";\n\nconst matrix = Matrix.random(3, 3);\nconst result = matrix.multiply(Matrix.identity(3));\nconsole.log(result.toString());\n\nclass User extends Schema {\n  name = Schema.field(\"\", { description: \"User name\" });\n  age = Schema.field(0, { description: \"User age\" });\n}\nconst user = new User();\nuser.validate({ name: \"Alice\", age: 25 });\n```\n\n```javascript\n// Temporal computation with governmental precision\nimport {\n  calculateEasterSunday,\n  calculateHolidaysOfYear,\n} from \"@raven-js/cortex\";\n\nconst easter2024 = calculateEasterSunday(2024);\nconsole.log(easter2024); // 2024-03-31\n\nconst usHolidays = calculateHolidaysOfYear({\n  year: 2024,\n  country: \"US\",\n  region: \"CA\",\n});\nconsole.log(usHolidays.length); // Federal + California state holidays\n```\n\n```javascript\n// AI text detection with hierarchical cascade\nimport { isAIText } from \"@raven-js/cortex\";\nimport { GERMAN_LANGUAGE_PACK } from \"@raven-js/cortex/language/languagepacks/german.js\";\n\nconst result = isAIText(\n  \"Das System bietet umfassende Funktionalität für moderne Geschäftsanwendungen.\",\n  { languagePack: GERMAN_LANGUAGE_PACK }\n);\n\nconsole.log({\n  aiLikelihood: result.aiLikelihood, // 0.0-1.0 probability score\n  certainty: result.certainty, // Detection confidence\n  dominantPattern: result.dominantPattern, // Primary detection signal\n  executionTime: result.executionTime, // Performance metrics\n});\n```\n\n## Module Architecture\n\nCortex organizes intelligence into four specialized modules:\n\n- **Learning** - Neural networks, linear regression, and base model classes for machine learning tasks\n- **Language** - AI text detection with hierarchical cascade architecture and multi-language support\n- **Structures** - Matrix operations and schema validation for data manipulation and type safety\n- **Temporal** - Holiday calculations and date utilities covering 30+ countries with governmental precision\n- **Relay** - Provider‑agnostic LLM chat abstraction (OpenAI, Anthropic, xAI) with schema‑validated structured outputs\n\nEach module can be imported individually for tree-shaking optimization:\n\n```javascript\nimport { NeuralNetwork } from \"@raven-js/cortex/learning\";\nimport { isAIText } from \"@raven-js/cortex/language\";\nimport { Matrix } from \"@raven-js/cortex/structures\";\nimport { calculateEasterSunday } from \"@raven-js/cortex/temporal\";\nimport { Chat } from \"@raven-js/cortex/relay\";\n```\n\n## Requirements\n\n- Node.js 22.5+\n- ESM module support\n\n## The Raven's Cortex\n\nRavens process information through distributed neural networks, sharing learning across the murder. Cortex mirrors this collective intelligence—adaptive algorithms that strengthen through usage, not coupling to external frameworks.\n\n## 🦅 Support RavenJS Development\n\nIf you find RavenJS helpful, consider supporting its development:\n\n[![GitHub Sponsors](https://img.shields.io/badge/Sponsor%20on%20GitHub-%23EA4AAA?style=for-the-badge&logo=github&logoColor=white)](https://github.com/sponsors/Anonyfox)\n\nYour sponsorship helps keep RavenJS **zero-dependency**, **modern**, and **developer-friendly**.\n\n---\n\n**Built with ❤️ by [Anonyfox](https://anonyfox.com)**\n","readmeFilename":"README.md"}