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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.

data-science machine-learning annotation data-validation exploratory-data-analysis weak-supervision outlier-detection labeling datasets data-cleaning active-learning data-quality data-profiling anomaly-detection data-curation data-annotation noisy-labels out-of-distribution-detection data-labeling data-centric-ai

UpdatedJan 13, 2026
Python

fiftyone

voxel51 /fiftyone

Refine high-quality datasets and visual AI models

visualization python data-science machine-learning computer-vision deep-learning artificial-intelligence developer-tools image-classification object-detection data-cleaning active-learning data-quality data-curation unstructured-data vector-search data-centric-ai

UpdatedFeb 20, 2026
Python

VowpalWabbit /vowpal_wabbit

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.

c-plus-plus machine-learning reinforcement-learning cpp active-learning online-learning contextual-bandits learning-to-search

UpdatedFeb 20, 2026
C++

argilla

argilla-io /argilla

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

nlp machine-learning natural-language-processing ai weak-supervision developer-tools active-learning annotation-tool text-annotation weakly-supervised-learning human-in-the-loop mlops text-labeling gpt-4 llm langchain rlhf

UpdatedFeb 16, 2026
Python

modAL-python /modAL

A modular active learning framework for Python

python machine-learning scikit-learn machine-learning-algorithms machine-learning-library machine-learning-api bayesian-optimization active-learning active-learning-module

UpdatedFeb 26, 2024
Python

refinery

code-kern-ai /refinery

The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

python nlp data-science machine-learning natural-language-processing deep-learning text-classification annotations transformers artificial-intelligence spacy supervised-learning labeling active-learning text-annotation human-in-the-loop labeling-tool data-labeling neural-search data-centric-ai

UpdatedDec 9, 2024
Python

python-adaptive /adaptive

📈 Adaptive: parallel active learning of mathematical functions

python machine-learning parallel parallel-computing adaptive-learning adaptive active-learning live-plots adaptive-sampling

UpdatedFeb 16, 2026
Python

SupeRuier /awesome-active-learning

Everything you need about Active Learning (AL).

machine-learning awesome deep-learning awesome-list crowdsourcing active-learning human-in-the-loop

UpdatedJun 1, 2024

baal

baal-org /baal

Bayesian active learning library for research and industrial usecases.

python machine-learning ai deep-learning pytorch active-learning bayesian-active-learning

UpdatedDec 3, 2025
Python

NUAA-AL /ALiPy

ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.

python machine-learning toolbox active-learning

UpdatedJul 23, 2025
Python

shubhomoydas /ad_examples

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convol…

streaming timeseries time-series lstm generative-adversarial-network gan rnn autoencoder ensemble-learning trees active-learning concept-drift graph-convolutional-networks interpretability anomaly-detection adversarial-attacks explaination anogan unsuperivsed nettack

UpdatedMay 22, 2024
Python

ej0cl6 /deep-active-learning

Deep Active Learning

active-learning deep-active-learning

UpdatedOct 3, 2022
Python

asreview

asreview /asreview

Active learning for systematic reviews

natural-language-processing research deep-learning neural-network literature language-model systematic-literature-reviews learning-algorithms active-learning systematic-reviews utrecht-university asreview llm

UpdatedFeb 16, 2026
Python

Project-MONAI /MONAILabel

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

machine-learning deep-learning pytorch medical-imaging segmentation 3d active-learning 3d-slicer-extension monai

UpdatedFeb 18, 2026
Python

walzimmer /3d-bat

3D Bounding Box Annotation Tool (3D-BAT) Point cloud and Image Labeling

javascript multi-platform web annotation tool interpolation detection point-cloud automatic autonomous-driving mechanical-turk 3d 2d active-learning pointcloud semi-automatic surround 3d-object-detection bounding-box multi-view

UpdatedMar 7, 2024
TypeScript

baifanxxx /awesome-active-learning

A curated list of awesome Active Learning

machine-learning awesome deep-learning papers active-learning

UpdatedOct 20, 2024

ntucllab /libact

Pool-based active learning in Python

machine-learning machine-learning-library active-learning uncertainty-sampling

UpdatedFeb 12, 2026
Python

awesome-open-data-centric-ai

Renumics /awesome-open-data-centric-ai

Curated list of open source tooling for data-centric AI on unstructured data.

nlp machine-learning computer-vision deep-learning data-visualization awesome-list outlier-detection feature-vector uncertainty-estimation active-learning data-versioning data-curation synthetic-data explainable-ai bias-detection robust-machine-learning noisy-labels data-drift data-centric-ai documentation-only

UpdatedNov 15, 2023

inception-project /inception

INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge management.

java machine-learning sparql uima knowledge-base active-learning annotation-tool entity-linking annotation-editor annotation-suggestions

UpdatedFeb 17, 2026
Java

small-text

webis-de /small-text

Active Learning for Text Classification in Python

python nlp machine-learning natural-language-processing deep-learning text-classification transformers pytorch looking-for-contributors language-models active-learning small-language-models

UpdatedFeb 1, 2026
Python

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