Lars Hillebrand

skills. Skills for Real Engineers. Straight from my .agents directory.

fluidml. FluidML is a lightweight framework for developing machine learning pipelines.

gpx.studio. the online GPX file editor

python_backend. Triton backend that enables pre-process, post-processing and other logic to be implemented in Python.

mpire. A Python package for easy multiprocessing, but faster than multiprocessing

macSSHFS. macOS version of sshfs.

x-transformers. A concise but complete full-attention transformer with a set of promising experimental features from various papers

temperature_scaling. A simple way to calibrate your neural network.

egui. egui: an easy-to-use immediate mode GUI in Rust that runs on both web and native

black. The uncompromising Python code formatter

bookcorpus. Crawl BookCorpus

Deep-Generative-Models-for-Natural-Language-Processing. DGMs for NLP. A roadmap.

NER-datasets. Datasets to train supervised classifiers for Named-Entity Recognition in different languages (Portuguese, German, Dutch, French, English)

TikZ. Complete collection of my PGF/TikZ figures.

torchtyping. Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.

haystack. Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

paws. This dataset contains 108,463 human-labeled and 656k noisily labeled pairs that feature the importance of modeling structure, context, and word order information for the problem of paraphrase identification.

BlingFire. A lightning fast Finite State machine and REgular expression manipulation library.

dl-visuals. Over 200 figures and diagrams of the most popular deep learning architectures and layers FREE TO USE in your blog posts, slides, presentations, or papers.

nlp-gym. NLPGym - A toolkit to develop RL agents to solve NLP tasks.