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Active Learning Python Packages

Python packages with the GitHub topic active-learning. Sorted by relevance, with stars and monthly downloads.
voxel51
fiftyone

Refine high-quality datasets and visual AI models

178K 11K 752
voxel51
fiftyone-db

Refine high-quality datasets and visual AI models

171K 11K 752
cleanlab
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.

58K 11K 890
VowpalWabbit
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.

52K 9K 2K
python-adaptive
adaptive

:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions

33K 1K 62
asreview
asreview

Active learning for systematic reviews

18K 884 163
basnijholt
adaptive-scheduler

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

12K 30 14
recognai
rubrix

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

12K 5K 483
ElementAI
baal

Bayesian active learning library for research and industrial usecases.

9K 927 89
scikit-activeml
scikit-activeml

scikit-activeml: A Comprehensive and User-friendly Active Learning Library

9K 190 22
emdgroup
baybe

Bayesian Optimization and Design of Experiments

8K 457 76
experimental-design
bofire

Experimental design and (multi-objective) bayesian optimization.

5K 379 45
Project-MONAI
monailabel-weekly

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

3K 843 264
Project-MONAI
monailabel

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

3K 843 264
voxel51
fiftyone-db-ubuntu2204

Refine high-quality datasets and visual AI models

3K 11K 752
Bin-Cao
bgolearn

[arXiv:2601.06820] Offical implement of Bgolearn

3K 137 19
doccano
doccano-client

A simple client for doccano API.

3K 87 68
Plant-Food-Research-Open
calisim

A toolbox for the calibration and evaluation of simulation models.

2K 20 3
webis-de
small-text

Active Learning for Text Classification in Python

2K 640 76
Y-T-G
hua-rs

Heirarchical Uncertainty Aggregation (Park et al., 2022) in Rust.

2K 1 0
argilla-io
argilla-server

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

2K 5K 483
voxel51
fiftyone-desktop

FiftyOne Desktop

1K 11K 752
asreview
asreview-insights

Tools such as plots and metrics to analyze (simulated) reviews for ASReview LAB

1K 40 13
deepmodeling
dpgen

DP-GEN: The deep potential generator

985 386 191
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