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Commits on Mar 21, 2018

• + bigru with focal loss has been added

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• Merge branch 'master' of https://github.com/thinline72/toxic

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• + stacker has been added

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• Remove unused files

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• Latest update

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• Update files

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• Update README.md

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Commits on Mar 14, 2018

• + results of the evaluation

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• + extremal blending oof models

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Commits on Mar 12, 2018

• * weights bug has been fixed

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Commits on Mar 11, 2018

• + nooof models Blend

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• + blender with oof weights

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Commits on Mar 5, 2018

• Add files via upload

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• + char-level cnn,rnn have been added

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• ! activation has been changed to relu as it was in original version

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• + simple CNN architecture added

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Commits on Mar 4, 2018

• Update stacking notebook with GloVe based models

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Commits on Mar 2, 2018

• Workaround for tokenization multithreading in scripts; Updated stacking notebook;

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Commits on Mar 1, 2018

• Update; TODO Further refactoring should be done

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Commits on Feb 28, 2018

• Update tokenization and models; Augmentation;

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• Trying Arthur's improvements (CLR, custom losses);

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Commits on Feb 27, 2018

• Add files via upload

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Commits on Feb 22, 2018

• Update vdcnn.py

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• Update vdcnn.py

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• Update vdcnn.py

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• Add files via upload

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• Update blending.py

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• Update blending.py

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• Update blending.py

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• Update blending.py

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• Update blending.py

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• Add files via upload

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Commits on Feb 21, 2018

• Added astsepanenka folder; Minor updates;

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• Update keras_metrics.py

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• Add files via upload

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