active-learning 开源项目推荐（1,031 个）

cleanlab /cleanlab

Cleanlab 的开源库是标准的以数据为中心的 AI 包，用于杂乱真实数据和标签场景下的数据质量与机器学习。

voxel51 /fiftyone

细化高质量数据集和视觉AI模型

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.

argilla-io /argilla

Argilla 是一款协作工具，供 AI 工程师和领域专家构建高质量数据集

modAL-python /modAL

A modular active learning framework for Python

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-adaptive /adaptive

📈 Adaptive: parallel active learning of mathematical functions

asreview /asreview

系统综述的主动学习

SupeRuier /awesome-active-learning

Everything you need about Active Learning (AL).

baal-org /baal

Bayesian active learning library for research and industrial usecases.

Project-MONAI /MONAILabel

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

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.

shubhomoydas /ad_examples

一系列异常检测方法（基于iid/点、图和时间序列），包括用于异常检测/发现的主动学习、贝叶斯规则挖掘、多样性/解释性/可解释性的描述。分析将标签反馈与集合和树状检测器结合。包含图卷积网络的对抗性攻击。

ej0cl6 /deep-active-learning

Deep Active Learning

walzimmer /3d-bat

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

baifanxxx /awesome-active-learning

A curated list of awesome Active Learning

ntucllab /libact

Pool-based active learning in Python

Renumics /awesome-open-data-centric-ai

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

eclipse-inception /inception

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

webis-de /small-text

Active Learning for Text Classification in Python