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modAL

Modular Active Learning framework for Python3

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Overview

modAL in a nutshell
Installation

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Models

ActiveLearner
Committee

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Query strategies

Uncertainty sampling
Disagreement sampling
Extending modAL

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Examples

Pool-based sampling
Stream-based sampling
Active regression
Query by committee
Bootstrapping and bagging
Keras integration

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API reference

modAL.models
modAL.uncertainty
modAL.disagreement