Sofie Van Landeghem

The best ChatGPT that $100 can buy.

AI agents running research on single-GPU nanochat training automatically

FastAPI framework, high performance, easy to learn, fast to code, ready for production

Typer, build great CLIs. Easy to code. Based on Python type hints.

Neural Networks: Zero to Hero

SQL databases in Python, designed for simplicity, compatibility, and robustness.

LexiKon helps memorize vocabulary for a foreign language through fun exercises

Creating a consensus homology-based functional annotation through text mining

✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-3

Asyncer, async and await, focused on developer experience.

Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.

Vocabularies that can be used together with the LexiKon learning software

AI coding agent, built for the terminal.

Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀

Create a new FastAPI project in one command

No description.

Load compute kernels from the Hub

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

A unified library for building, evaluating, and storing speculative decoding algorithms for LLM inference in vLLM

100M tokens, no time limit, best val loss wins!

Extract coding rules from PR review comments and generate AGENTS.md files for any GitHub repository.

An extremely fast Python package and project manager, written in Rust.

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

Kernel sources for https://huggingface.co/kernels-community

LLM training in simple, raw C/CUDA

High level asynchronous concurrency and networking framework that works on top of either Trio or asyncio

📚 Process PDFs, Word documents and more with spaCy

Fully open reproduction of DeepSeek-R1

Test-Driven Data Analysis Functions

This repo includes work on topic modelling and multi-text classification using HuggingFace Setfit Method.

🌊 Online machine learning in Python

🔮 spaCy's Machine Learning library for NLP in Python

🍣 A lightweight console printing and formatting toolkit

🧪 Cutting-edge experimental spaCy components and features

Host your coverage reports

A next generation HTTP client for Python. 🦋

Dependency declarations for Python frameworks and tools

No description.

Agent Framework / shim to use Pydantic with LLMs

A minimal, secure Python interpreter written in Rust for use by AI

Document parameters, class attributes, return types, and variables inline, with Annotated.

A GitHub Action to add latest changes after each PR merged automatically

Library Agent Skills

VS Code extension for FastAPI and friends ✨

Configurable loggers that can be used when training SpaCy projects.

Public sandbox repo to test out stuff.

Markdown extension to expand directives to include source example files to also include their variants. Only useful to tiangolo's projets. Don't use it. 😅

🤗 ml-intern: an open-source ML engineer that reads papers, trains models, and ships ML models

A positive developer community for builders and agents.

Batteries for your Pydantic AI agent.

Data validation using Python type hints

Python composable command line interface toolkit

tiktoken is a fast BPE tokeniser for use with OpenAI's models.

An extremely fast Python linter and code formatter, written in Rust.

Modeling, training, eval, and inference code for OLMo

An extremely fast Python type checker and language server, written in Rust.

Fast and memory-efficient exact attention

High-level bindings for the Rust tar crate.

Multilingual Sentence & Image Embeddings with BERT

GitHub is for humans. AgentHub is for agents. First use case is for autoresearch but it's a lot more general than that. Exploratory project.

A security scanner for your LLM agentic workflows

DVC's data management subsystem

Virtual environment stacks for Python

All versions of all skills that are on clawdhub.com archived

Rich is a Python library for rich text and beautiful formatting in the terminal.

Tool for static code analysis and formatting of Robot Framework language

Finetune Qwen3, Llama 4, TTS, DeepSeek-R1 & Gemma 3 LLMs 2x faster with 70% less memory! 🦥

Use Typer (type hints) to define the interface for your Django management commands.

🦦 weasel: A small and easy workflow system

The official Python client for the Hugging Face Hub.

Rust client for the huggingface hub aiming for minimal subset of features over `huggingface-hub` python package

A full spaCy pipeline and models for scientific/biomedical documents.

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

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

Development repository for the Triton language and compiler

The Rust Programming Language

The missing tiktoken training code

The code coverage tool for Python

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Griffe extension for `annotated-doc` (originally PEP 727)

Loop Habit Tracker, a mobile app for creating and maintaining long-term positive habits

Reproducible, flexible LLM evaluations

Fast iterable JSON parser.

The Database Toolkit for Python

Modern(-ish) password hashing for your software and your servers

No description.

Fast HTTP parser

Static analysis for GitHub Actions

:crab: Small exercises to get you used to reading and writing Rust code!

OLMoE: Open Mixture-of-Experts Language Models

NLP tasks with zero- and few-shot models.

Generalist and Lightweight Model for Relation Extraction (Extract any relationship types from text)

Source code for AAAI 2022 paper: Unified Named Entity Recognition as Word-Word Relation Classification

No description.

State of the Art Natural Language Processing

No description.

The official codes for "PMC-LLaMA: Towards Building Open-source Language Models for Medicine"

Parse Python docstrings in various flavors.

Tool to Detect Surrounding Shell

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

A spaCy wrapper for GliNER

100% Python stream processing with Streaming DataFrames

A tutorial about RAG and Graph database at Pydata London 2024

GPU Development in Python 101 tutorial

cuGraph - RAPIDS Graph Analytics Library

cuDF - GPU DataFrame Library

cuML - RAPIDS Machine Learning Library

🛸 spaCy pipelines for pre-trained BERT, XLNet and GPT-2

📙 Super lightweight function registries for your library

:candy: Confection: the sweetest config system for Python

🦙 Integrating LLMs into structured NLP pipelines

🦉 Modern high-performance serialization utilities for Python

Generate a SQLite database from Wikipedia & Wikidata dumps.

An autoregressive character-level language model for making more things

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

Website for oxykodit, including online Deep Learning demo with Tufa image recognition

Fast, world class biomedical NER

Evaluate and monitor ML models from validation to production.

spaCy entry points for Curated Transformers

Jupyter Notebooks with GPT Examples

💝 Example projects for various NLP tasks with datasets, scripts and results

spaCy extension for Visual Studio Code

Curated transformers

🍳 Recipes for the Prodigy, our fully scriptable annotation tool

No description.

A slightly cleaned up version of the scripts & data for the CoNLL 2012 Coreference task.

👑 spaCy building blocks and visualizers for Streamlit apps

This repository contains an easy and intuitive approach to few-shot text classification using sentence-transformers or spacy embeddings.

Simple tool to analyze spans in your dataset. Implementation of Papay et al's work (EMNLP 2020) on span performance prediction

👩‍🏫 Advanced NLP with spaCy: A free online course

🕸️ Legacy architectures and other registered spaCy v3.x functions for backwards-compatibility

Healthsea is a spaCy pipeline for analyzing user-generated reviews to supplementary products for their effects on health.

🌲Experimental biaffine parser for spaCy

💫 A spaCy package for Yohei Tamura's Rust tokenizations library

No description.

💥 Cython memory pool for RAII-style memory management

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

No description.

☄️ Parallel and distributed training with spaCy and Ray

🦆 Contextually-keyed word vectors

✨Fast Coreference Resolution in spaCy with Neural Networks

💫 Models for the spaCy Natural Language Processing (NLP) library

🌊 Machine learning dataset loaders for testing and example scripts

Repo used only for testing stuff like issue management

Automatically close issues that have a label, after a custom delay, if no one replies back.

Entity Linker solution

💥 Cython bindings for MurmurHash2

💥 Fast matrix-multiplication as a self-contained Python library – no system dependencies!

Library for fast text representation and classification.

GloVe model for distributed word representation

NumPy-like API accelerated with CUDA

Changelog episode transcripts in Markdown format 📚

The Python programming language

A platform for reproducible and scalable machine learning and deep learning on kubernetes

💥 Cython hash tables that assume keys are pre-hashed

ML demo using Tufa example

Personal sandbox to play with Cython