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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.

A collection of AWESOME things about domian adaptation

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

A modular active learning framework for Python

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

pip install antialiased-cnns to improve stability and accuracy

Self-Learning, Active and Passive Learning with SVMs and KMeans

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions