Libraries#

These tutorials show you can use your favorite packages with Argilla.

FastAPI

FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.7+ based on standard Python type hints.

BentoML

BentoML is an open platform that simplifies ML model deployment and enables you to serve your models at production scale in minutes.

spaCy

spaCy is a free open-source library for Natural Language Processing in Python.

StanzaNLP

Stanza is a collection of accurate and efficient tools for the linguistic analysis of many human languages.

Hugging Face

Weโ€™re on a journey to advance and democratize artificial intelligence through open source and open science.

Sentence Transformers

SentenceTransformers is a Python framework for state-of-the-art sentence, text and image embeddings.

SetFit

SetFit is an efficient and prompt-free framework for few-shot fine-tuning of Sentence Transformers.

flAIr

A very simple framework for state-of-the-art NLP. Developed by Humboldt University of Berlin and friends.

Small-Text

Small-Text provides state-of-the-art Active Learning for Text Classification.

modAL

modAL is an active learning framework for Python3, designed with modularity, flexibility and extensibility in mind.

Skweak

Skweak: A software toolkit for weak supervision applied to NLP tasks, machine learning models, or even annotations from crowd-workers.

Snorkel

A system for quickly generating training data with weak supervision.

Transformers Interpret

Transformers Interpret is a model explainability tool designed to work exclusively with the transformers package.

Cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

SHAP

SHAP (SHapley Additive exPlanations) is a game theoretic approach to explain the output of any machine learning model.