Open-source test generation SDK for LLM applications. Access curated test sets. Build context-specific test sets and collaborate with subject matter experts.

NGE Database and Browser

GGPONC - The German Clinical Guideline Corpus for Oncology

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.

A corpus of Biomedical papers annotated with mentions of UMLS entities.

Find and fix bugs in natural language machine learning models using adaptive testing.

Get annotation suggestions for the INCEpTION text annotation platform from spaCy, Sentence BERT, scikit-learn and more. Runs as a web-service compatible with the external recommender API of INCEpTI…

The official SNOMED CT OWL Toolkit. OWL conversion, classification and authoring support.

Manage scalable open LLM inference endpoints in Slurm clusters

Open-source AI cookbook

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

✖️MEN - A Modular Toolkit for Cross-Lingual Medical Entity Normalization

GPTNERMED is a language model-generated, synthetic dataset and an open neural NER model for medical entities designed for German data.

Natural Language Processing Analytics

Biomedical Entity Linking Benchmark

Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://gpt-docs.h2o.ai/

This repository will host the code used in our 2020 "Medical concept normalization in French using multilingual terminologies and contextual embeddings" article.

NLP for evidence-based medicine. https://www.robotreviewer.net/.

ACL 2023 (Findings) End-to-end Cross-lingual Label Project

Hydra is a framework for elegantly configuring complex applications

Make your PDFs look like they were scanned

🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and …

Code for the GGPOnc corpus - A Corpus of German Medical Text with Rich Metadata Based on Clinical Practice Guidelines