handlers.rst

github_url:	https://github.com/Project-MONAI/MONAI

Event handlers

.. currentmodule:: monai.handlers

Model checkpoint loader

.. autoclass:: CheckpointLoader
  :members:

Model checkpoint saver

.. autoclass:: CheckpointSaver
  :members:

Metrics saver

.. autoclass:: MetricsSaver
    :members:

CSV saver

.. autoclass:: ClassificationSaver
    :members:

Ignite Metric Handler

.. autoclass:: IgniteMetricHandler
    :members:

Mean Dice metrics handler

.. autoclass:: MeanDice
    :members:

Mean IoU metric handler

.. autoclass:: MeanIoUHandler
    :members:

ROC AUC metrics handler

.. autoclass:: ROCAUC
    :members:

Confusion matrix metrics handler

.. autoclass:: ConfusionMatrix
    :members:

Hausdorff distance metrics handler

.. autoclass:: HausdorffDistance
    :members:

Surface distance metrics handler

.. autoclass:: SurfaceDistance
    :members:

Panoptic Quality metrics handler

.. autoclass:: PanopticQuality
    :members:

Mean squared error metrics handler

.. autoclass:: MeanSquaredError
    :members:

Mean absolute error metrics handler

.. autoclass:: MeanAbsoluteError
    :members:

Root mean squared error metrics handler

.. autoclass:: RootMeanSquaredError
    :members:

Peak signal to noise ratio metrics handler

.. autoclass:: PeakSignalToNoiseRatio
    :members:

Metrics reloaded binary handler

.. autoclass:: MetricsReloadedBinaryHandler
    :members:

Metrics reloaded categorical handler

.. autoclass:: MetricsReloadedCategoricalHandler
    :members:

Metric logger

.. autoclass:: MetricLogger
    :members:

Logfile handler

.. autoclass:: LogfileHandler
    :members:

Training stats handler

.. autoclass:: StatsHandler
    :members:

Tensorboard handlers

.. autoclass:: TensorBoardHandler
    :members:

.. autoclass:: TensorBoardStatsHandler
    :members:

.. autoclass:: TensorBoardImageHandler
    :members:

LR Schedule handler

.. autoclass:: LrScheduleHandler
    :members:

Validation handler

.. autoclass:: ValidationHandler
    :members:

SmartCache handler

.. autoclass:: SmartCacheHandler
    :members:

Parameter Scheduler handler

.. autoclass:: ParamSchedulerHandler
    :members:

EarlyStop handler

.. autoclass:: EarlyStopHandler
    :members:

GarbageCollector handler

.. autoclass:: GarbageCollector
    :members:

Post processing

.. autoclass:: PostProcessing
    :members:

Decollate batch

.. autoclass:: DecollateBatch
    :members:

MLFlow handler

.. autoclass:: MLFlowHandler
    :members:

ClearML handlers

.. autoclass:: ClearMLHandler
    :members:

.. autoclass:: ClearMLStatsHandler
    :members:

.. autoclass:: ClearMLImageHandler
    :members:

NVTX Handlers

.. automodule:: monai.handlers.nvtx_handlers
  :members:

Utilities

.. automodule:: monai.handlers.utils
  :members:

Probability Map Handlers

.. automodule:: monai.handlers.probability_maps
  :members: