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merge master#32

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Nic-Ma merged 31 commits intoNic-Ma:masterNic-Ma/MONAI:masterfrom Project-MONAI:masterProject-MONAI/MONAI:masterCopy head branch name to clipboardFeb 24, 2021

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Commits on Feb 2, 2021

• 1534 type hints numpy 1 20 (#1536)

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• 1512 rand_gaussian_noised with multiple keys (#1530)

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• 1478 Fix TorchScript issue in AHNet with PyTorch 1.5 (#1538)

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Commits on Feb 3, 2021

• 1533 Fix distributed data parallel issue in ClassificationSaver (#1535)

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• 1539 Add warning message to SmartCache (#1540)

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• 1531 Fix evenly divisible issue in the AUC metric (#1532)

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Commits on Feb 4, 2021

• 1525 add MultiScaleLoss (#1544)

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• 1542 Add RandLambdad transform (#1546)

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Commits on Feb 8, 2021

• 1555 Fix typo in SegResNet doc-string (#1563)

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• [DLMED] Enhance doc-string of transforms (#1562)

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• extention -> extension (#1565)

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Commits on Feb 9, 2021

• 1570 Fix distributed issue in ClassificationSaver (#1571)

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• 1556 Optimize the numpy computation for spatial axes (#1572)

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Commits on Feb 10, 2021

• Add base class for TensorBoard handlers (#1573)

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Commits on Feb 18, 2021

• 1559 add DVF2DDF (#1566)

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Commits on Feb 19, 2021

• Modify dynunet forward function (#1596)

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Commits on Feb 20, 2021

• Add deepgrow dataset (#1581)

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Commits on Feb 21, 2021

• 1568 Enhance tests to use self random state (#1599)

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• Revert "1568 Enhance tests to use self random state (#1599)" (#1607)

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Commits on Feb 22, 2021

• Update minimum ITK version to 5.0 (#1609)

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• Throw warning when reading NRRD05 files to upgrade to ITK >= 5.2 (#1602)

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• Add deepgrow interaction (#1582)

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• Add deepgrow training transforms (#1579)

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Commits on Feb 23, 2021

• 1575 Add SaveImage and SaveImaged transforms (#1612)

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• 1545 upgrade base image to pytorch 20.12 (#1613)

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• 1578 Add support to resume previous best metrics in CheckpointSaver (#1608)

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• 1618 Fixes Dockerfile (#1619)

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• determine if is_quick without using decorator (#1620)

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• make random inverse affine matrix (#1621)

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• Compose len (#1622)

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• unify progress bar for datasets (#1625)

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