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active-learning

Here are 346 public repositories matching this topic...

cleanlab / cleanlab

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

Updated Jun 3, 2025
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

Updated Jun 20, 2025
Python

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

Updated Jun 9, 2025
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

Updated Feb 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.

Updated Dec 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

Updated Jun 9, 2025
Python

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

Updated Jun 27, 2024
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

Updated Sep 17, 2022
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…

Updated May 22, 2024
Python

ej0cl6 / deep-active-learning

Deep Active Learning

active-learning deep-active-learning

Updated Oct 3, 2022
Python

ntucllab / libact

Pool-based active learning in Python

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

Updated Apr 22, 2025
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

Updated Jun 20, 2025
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

Updated Jun 19, 2025
Python

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

Updated Jun 21, 2025
Python

encord-team / encord-active

The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.

python data-science data machine-learning computer-vision deep-learning data-validation annotations ml object-detection data-cleaning active-learning data-quality data-centric mlops noisy-labels model-quality label-errors label-quality

Updated May 23, 2025
Python

emdgroup / baybe

Bayesian Optimization and Design of Experiments

machine-learning optimization bayesian-optimization active-learning design-of-experiments experimental-design

Updated Jun 17, 2025
Python

deepmodeling / dpgen

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

python active-learning concurrent-learning

Updated Jun 10, 2025
Python

yuantn / MI-AOD

Code for Multiple Instance Active Learning for Object Detection, CVPR 2021

mil object-detection active-learning cvpr multiple-instance-learning cvpr2021

Updated Apr 21, 2023
Python

ANSSI-FR / SecuML

Machine Learning for Computer Security

machine-learning gui intrusion-detection active-learning malware-detection interactive-machine-learning rare-category-detection

Updated Jan 6, 2022
Python

label-sleuth

label-sleuth / label-sleuth

Open source no-code system for text annotation and building of text classifiers

react python nlp text-classification transformers pytorch active-learning annotation-tool text-annotation no-code labeling-tool

Updated May 26, 2025
Python

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