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Commits on Nov 26, 2018

• fix: some parameters are set explicitly to silence warnings

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Commits on Nov 5, 2018

• add: docstrings for multilabel strategies added

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• add: multilabel strategies from Esuli-Sebastiani paper added

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Commits on Oct 25, 2018

• add: Mean Max Loss and Max Loss multilabel SVM query strategies from Li et al. added

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• add: _SVM_loss utility function for MeanMaxLoss and MaxLoss multilabel strategies added

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Commits on Oct 24, 2018

• add: multilabel SVM binary maximum strategy added

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Commits on Oct 20, 2018

• fix: math typo fixed

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Commits on Oct 1, 2018

• fix: examples updated

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Commits on Sep 29, 2018

• add: bootstrapping and bagging jupyter notebook

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• add: query by committee jupyter notebook

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Commits on Sep 25, 2018

• RTD page rework

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Commits on Sep 21, 2018

• visualizations added

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Commits on Aug 20, 2018

• ensemble regression notebook added

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• custom query strategy notebook added

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• merge

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Commits on Aug 15, 2018

• Fix inefficient np.where calls by performing in-place nulling.

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Commits on Aug 13, 2018

• ranked batch mode example added, following the jupyter notebook

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• Merge branch 'ranked-batch-mode-queries' of https://github.com/dataframing/modAL into dataframing-ranked-batch-mode-queries

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Commits on Aug 12, 2018

• Added example notebook on ranked batch-mode active learning. Removed TODO.

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Commits on Aug 9, 2018

• Bayesian optimization jupyter notebook added

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• active regression jupyter notebook added to examples

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Commits on Aug 6, 2018

• filename changed to match standalone script

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Commits on Aug 4, 2018

• Add notebook tutorial on pool-based sampling.

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Commits on Jul 17, 2018

• modAL.models.Committee score method added

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Commits on Apr 24, 2018

• modAL.acquisition functions refactored

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Commits on Apr 23, 2018

• Visualization added for the function to be optimized

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• Plots uniformized

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• Bayesian optimization example extended

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Commits on Apr 22, 2018

• Bayesian optimization example added

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• modAL.acquisition std shape bug fixed

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Commits on Apr 17, 2018

• Keras model now trained only on the newly given data

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Commits on Apr 16, 2018

• merge

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• Hierarchical clustering implementation started

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Commits on Apr 5, 2018

• examples/keras_integration.py input image flattening removed

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Commits on Feb 20, 2018

• examples/shape_learning.py accuracy plots added

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