grammaCy | GitHub | grammacy.com

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A multi-language grammar checking library built with spaCy to build dependency parser-based grammar checkers. Our prepackaged English model rivals transformer NMT models with significantly decreased latency, model size, computational cost, and development time.

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ref:note | GitHub | refnote.app

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A Next.js note-taking app for students, focusing on class-based organization and real-time collaboration. Collaborative features implemented with a Node.js WebSockets server using Yjs on Google Cloud Run. Uses a Go backend on Google Cloud Run to manage data and granular permissions on a Firestore database. Uses OAuth2 (Google Sign-In) and JWT for authentication.

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ref:type | GitHub | reftype.app

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A competitive typing game built with React and Node.js. Uses Google Cloud SQL to store user data and leaderboard status.

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pycaptcha | GitHub

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A CAPTCHA system that fetches images from Google Street View, using a custom-trained YOLOv4 model to generate tests. NumPy, Pandas, and OpenCV are used in dataset augmentation pipelines and to preprocess images before test generation.

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MYnote.md | GitHub

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A markdown note-taking app built with Node.js. Stores notes locally and renders them with markdown-it. My first ever project!

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