Libraries

A Python-based simulation and control-development environment for PMSM motor "Fachschale" projects, supporting pure-Python and FMU/Modelica motor models with Differential Flatness Control, plus a C implementation for real-time execution on Infineon AURIX/TriCore hardware.

• Libraries

A Nix library for embedding, querying and stripping metadata on Nix expressions, storing arbitrary data such as a package's description, license or maintainers under a _meta attribute and locating the right binding to attach it to.

• Libraries

A TypeScript-native, headless spreadsheet-workbook runtime for Node.js services that edits inputs, recalculates formulas, reads outputs and persists WorkPaper JSON, with MCP tools for AI agents.

• MCP servers
• Libraries

A portable Rust library for neural network training and inference that runs on Vulkan and Metal through blade-graphics instead of CUDA, compiling models to specialized WGSL shaders with automatic graph rewriting.

• Models
• Libraries

A beginner-friendly Python toolbox of simple, plain-English-style functions for common tasks such as file handling, text processing, numbers, dates and basic web and image operations, meant to keep syntax out of the way for new programmers.

• Libraries

A zero-dependency Java library of sorted Set and Map implementations, including AVL trees, red-black trees, B-trees and B+ trees, built for cache locality and compliant with JDK 21's SequencedCollection interfaces.

• Libraries

A Python library for creating, simulating and formally verifying scenarios with multiple interacting, decision-making agents, such as autonomous vehicles, using hybrid reachability analysis.

• Testing
• Libraries

A single-file PyTorch implementation of MoonViT, the native-resolution vision encoder from Kimi-VL, that packs images of different sizes into one sequence instead of resizing or padding them.

• Models
• Libraries

A recomputation-free key-value caching library for large language models that stitches independently precomputed document caches together at serving time with cheap positional realignment instead of recomputing tokens.

• Inference
• Libraries

A Rust port of the Python FastMCP framework for building Model Context Protocol servers, adding cooperative-cancellation primitives and async capability contexts on top of MCP's tool, resource and prompt abstractions.

• MCP servers
• Libraries

A multi-provider Go library, split into about fifty per-vendor modules, that covers chat, embeddings, image generation, speech and an agent framework with handoffs, memory and Model Context Protocol tooling.

• Agent frameworks
• Libraries

A .NET library that registers Model Context Protocol tools and servers as Microsoft Semantic Kernel functions, including servers already configured in Claude Desktop.

• MCP servers
• Libraries

A Swift and MLX implementation of the GLiNER2 information-extraction model, running named entity recognition, text classification, structured JSON extraction and relation extraction entirely on-device on Apple Silicon.

• Inference
• Libraries

A Qt and C++ library that gives a desktop application cloud and local LLM providers, MCP clients and servers, and ACP agent hosting, with streaming delivered as ordinary Qt signals.

• Agent frameworks
• Libraries

A Python implementation of a published method for simulating physical particle dynamics with a transformer, aimed at building a unified model of how particles move under Lagrangian dynamics.

• Libraries
• Papers

A retrieval-augmented generation framework for Swift, providing document loading, chunking, embeddings, vector stores and query synthesis so document search and question answering can be built natively for Linux, macOS and iOS.

• RAG
• Libraries

A Python implementation of a published method that learns the Kalman gain of a Kalman filter directly from data using a transformer, rather than computing it from a hand-derived model of the system.

• Libraries
• Papers

A header-only C++ wrapper around GGML that simplifies loading GGUF or safetensors models, building computation graphs, and running them on CPU or GPU.

• Inference
• Libraries

A KV-cache compression library for large language models on Apple Silicon that uses a polar-coordinate quantization scheme to shrink memory use by up to five times while preserving accuracy.

• Inference
• Libraries

Safe Rust bindings to llama.cpp that track the upstream project closely, exposing a high-level API alongside raw bindgen bindings, with example programs for chat, embeddings and an OpenAI-compatible server.

• Inference
• Libraries

A zero-dependency Python module that parses coding-agent session files from Claude Code, Codex and Pi and flattens each tool's own JSONL format into the plain messages list Transformers expects.

• Coding agents
• Libraries

An open source Rust engine for building AI companion characters that keep a persistent memory of the user, an evolving relationship model, and a decision layer that keeps a persona in character.

• Agent frameworks
• Libraries

A wire format for structured data exchanged between LLMs and tools, designed to need far fewer tokens than JSON while staying schema-free, lossless, and readable by a model without special training.

• Agent frameworks
• Libraries

A Ruby extension for the Prawn PDF-generation library that adds simple QR-code generation and rendering to a Prawn document.

• Libraries