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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.

? Online machine learning in Python

Algorithms for outlier, adversarial and drift detection

A modular active learning framework for Python

? Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库

:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions

Bayesian active learning library for research and industrial usecases.

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.

Everything you need about Active Learning (AL).

Deep Active Learning