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cosmic-cortex edited this page Jan 4, 2018 · 28 revisions

modAL

Modular Active Learning framework for Python3

Overview

modAL in a nutshell
Installation

Models

ActiveLearner
Committee
CommitteeRegressor

Query strategies

Uncertainty sampling
Disagreement sampling
Extending modAL

Examples

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

API reference

modAL.models
modAL.uncertainty
modAL.disagreement