Active Learning Python Packages

fiftyone-db

Refine high-quality datasets and visual AI models

fiftyone

Refine high-quality datasets and visual AI models

vowpalwabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

cleanlab

Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

adaptive

:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions

scikit-activeml

scikit-activeml: A Comprehensive and User-Friendly Active Learning Library for Reserach

adaptive-scheduler

Run many functions (adaptively) on many cores (>10k-100k) using mpi4py.futures, ipyparallel, loky, or dask-mpi. :tada:

asreview

Active learning for systematic reviews

baybe

Bayesian Optimization and Design of Experiments

bofire

Experimental design and (multi-objective) bayesian optimization.

bgolearn

[NPJ Com. Mat.] Offical implement of Bgolearn

jev-align

Build calibrated AI Functions from human feedback using Jev and GEPA.

baal

Bayesian active learning library for research and industrial usecases.

cv-quality

A Python toolkit for cleaner datasets in computer vision.

annotide-training

Self-hosted data annotation and labeling platform for images, video, audio, text, PDF and LLM evaluation. Your storage, your models, your cloud.

shrewd

Turn repeated LLM classification calls into a small, fast, local model for one fixed task.

rubrix

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

doccano-client

A simple client for doccano API.

weightslab

Monitoring platform for ML teams building real‑world AI at scale.

dpgen

The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field

monailabel-weekly

MONAI Label is an intelligent open source image labeling and learning tool.

fiftyone-db-ubuntu2204

Refine high-quality datasets and visual AI models

argilla-server

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

monailabel

MONAI Label is an intelligent open source image labeling and learning tool.