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The Top 23 Active Learning Open Source Projects

Open source projects categorized as Active Learning
Categories > Active Learning
Vowpal_wabbit ⭐ 8,394
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.
dependent packages 26total releases 25most recent commit a month agopypi vowpalwabbit} Downloads
Cleanlab ⭐ 8,182
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
dependent packages 8total releases 24most recent commit 12 days agopypi cleanlab} Downloads
Argilla ⭐ 3,026
Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.
dependent packages 1total releases 19most recent commit a month ago
Modal ⭐ 2,057
A modular active learning framework for Python
dependent packages 3total releases 428most recent commit 5 months agopypi modal} Downloads
Refinery ⭐ 1,257
The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.
total releases 8most recent commit 7 months ago
Adaptive ⭐ 1,079
📈 Adaptive: parallel active learning of mathematical functions
dependent packages 1total releases 29most recent commit 5 months ago
Baal ⭐ 803
Library to enable Bayesian active learning in your research or labeling work.
dependent packages 1total releases 19most recent commit 4 months agopypi baal} Downloads
Alipy ⭐ 760
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.
total releases 12most recent commit 2 years ago
Ad_examples ⭐ 738
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 Convolutional Network.
most recent commit 2 years ago
Libact ⭐ 678
Pool-based active learning in Python
total releases 15most recent commit 3 years ago
Awesome Active Learning ⭐ 642
Everything you need about Active Learning (AL).
most recent commit 3 months ago
Awesome Active Learning ⭐ 634
A curated list of awesome Active Learning
most recent commit 3 months ago
Awesome Open Data Centric Ai ⭐ 630
Curated list of open source tooling for data-centric AI on unstructured data.
most recent commit 5 months ago
Deep Active Learning ⭐ 553
Deep Active Learning
most recent commit 2 years ago
Inception ⭐ 542
INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge management.
most recent commit 3 months ago
Asreview ⭐ 525
Active learning for systematic reviews
dependent packages 10total releases 110most recent commit 3 months agopypi asreview} Downloads
Small Text ⭐ 509
Active Learning for Text Classification in Python
total releases 19most recent commit 3 months ago
Monailabel ⭐ 496
MONAI Label is an intelligent open source image labeling and learning tool.
total releases 114most recent commit 3 months ago
Prodigy Recipes ⭐ 449
🍳 Recipes for the Prodigy, our fully scriptable annotation tool
most recent commit 3 months ago
3d Bat ⭐ 414
3D Bounding Box Annotation Tool (3D-BAT) Point cloud and Image Labeling
most recent commit a year ago
Encord Active ⭐ 385
The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.
total releases 75most recent commit 3 months ago
Mi Aod ⭐ 285
Code for Multiple Instance Active Learning for Object Detection, CVPR 2021
most recent commit a year ago
Dpgen ⭐ 262
The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field
total releases 16most recent commit 3 months ago
The 10 Most Depended On Active Learning Open Source Projects
Asreview ⭐ 525
Active learning for systematic reviews
dependent packages 10total releases 110latest release November 29, 2023most recent commit 3 months agopypi asreview} Downloads
Cleanlab ⭐ 8,182
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
dependent packages 8total releases 24latest release September 11, 2023most recent commit 12 days agopypi cleanlab} Downloads
Modal ⭐ 2,057
A modular active learning framework for Python
dependent packages 3total releases 428latest release December 09, 2023most recent commit 5 months agopypi modal} Downloads
Jupyterlab Prodigy ⭐ 181
🧬 A JupyterLab extension for annotating data with Prodigy
dependent packages 2total releases 5latest release November 16, 2021most recent commit a year agonpm jupyterlab-prodigy} Downloads
Waffle_utils ⭐ 10
🧇Waffle Utils🧇 is a set of utilities for waffle components
dependent packages 1total releases 13latest release October 13, 2023most recent commit 3 months agopypi waffle-utils} Downloads
Baal ⭐ 803
Library to enable Bayesian active learning in your research or labeling work.
dependent packages 1total releases 19latest release October 02, 2023most recent commit 4 months agopypi baal} Downloads
Scikit Activeml ⭐ 101
Our package scikit-activeml is a Python library for active learning on top of SciPy and scikit-learn.
dependent packages 1total releases 14latest release December 21, 2022most recent commit 4 months agopypi scikit-activeml} Downloads
Adaptive ⭐ 1,079
:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions
dependent packages 1total releases 29latest release October 15, 2022most recent commit 5 months ago
The 10 Latest Releases In Active Learning Open Source Projects
Lstar ⭐ 6
Python implementation of lstar automata learning algorithm.
total releases 15latest release January 23, 2024most recent commit 3 months ago
Modal ⭐ 2,057
A modular active learning framework for Python
dependent packages 3total releases 428latest release December 09, 2023most recent commit 5 months agopypi modal} Downloads
Label Sleuth ⭐ 230
Open source no-code system for text annotation and building of text classifiers
total releases 66latest release December 04, 2023most recent commit 3 months ago
Asreview ⭐ 525
Active learning for systematic reviews
dependent packages 10total releases 110latest release November 29, 2023most recent commit 3 months agopypi asreview} Downloads
Bofire ⭐ 91
Experimental design and (multi-objective) bayesian optimization.
dependent packages 1total releases 7latest release November 09, 2023most recent commit 3 months agopypi bofire} Downloads
Waffle_utils ⭐ 10
🧇Waffle Utils🧇 is a set of utilities for waffle components
dependent packages 1total releases 13latest release October 13, 2023most recent commit 3 months agopypi waffle-utils} Downloads
Gpax ⭐ 163
Gaussian Processes for Experimental Sciences
total releases 8latest release October 11, 2023most recent commit 3 months ago
Baal ⭐ 803
Library to enable Bayesian active learning in your research or labeling work.
dependent packages 1total releases 19latest release October 02, 2023most recent commit 4 months agopypi baal} Downloads
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