This project is a Unicode text repair tool and mojibake correction library designed to fix encoding glitches and restore original characters from mangled strings. It functions as a text encoding detector and a Unicode normalization tool to resolve issues where text has been incorrectly decoded. The library specializes in reversing multi-layered encoding errors and repairing complex mojibake patterns. It includes capabilities for detecting lossy encoding sequences, guessing byte encodings, and decoding non-standard UTF-8 variants. The toolset covers a broad range of text cleaning and normaliz
Grex is a regular expression generator and Rust pattern library that synthesizes a single regular expression from a set of provided text test cases. It functions as a command-line tool and a library, utilizing a Rust-based engine to analyze commonalities across input strings to create matching patterns. The project distinguishes itself through Unicode-aware grapheme processing, ensuring consistent matching across diverse character sets and non-ASCII text. It also provides Python bindings to make its core Rust logic available within Python environments. The system covers pattern generalizatio
pysheeet is a technical reference library providing a curated collection of code snippets and implementation patterns for advanced Python development, system integration, and high-performance computing. It serves as a comprehensive guide for implementing low-level network programming, native C extensions, and asynchronous and concurrent programming. The project provides specialized frameworks for the development and deployment of large language models, including tools for distributed GPU inference and high-performance serving. It also includes detailed patterns for high-performance computing
This project is a formal markdown specification standard that provides a detailed markup syntax definition and a definitive set of rules for parsing plain text into consistent HTML output. It establishes a standardized grammar for structural blocks and inline elements to ensure uniform rendering across different software implementations. The specification is supported by a parser conformance suite and a reference implementation in C and JavaScript to verify that implementations adhere to the standard. It includes a system for implementation verification that compares transformed input strings