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Native torch metrics#1488

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williamFalcon merged 139 commits intomasterLightning-AI/pytorch-lightning:masterfrom native_torch_metricsLightning-AI/pytorch-lightning:native_torch_metricsCopy head branch name to clipboardJun 13, 2020

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• New metric classes (#1326)

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• Create __init__.py

  

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• add docstrings for metrics utils

  

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• add function to recursively apply other function to collection

  

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• fix to tensor conversion

  

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• fix apply to collection

  

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• rename utils to convertors

  

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• Update pytorch_lightning/metrics/convertors.py

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• added parametrized test

  

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• rename apply_to_collection to apply_func

  

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• Add requested changes and add ellipsis for doctest

  

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• add explicit check for dtype to convert to

  

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• fix ddp tests

  

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• remove explicit ddp destruction

  

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• add function to reduce tensors (similar to reduction in torch.nn)

  

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• add functionals of reduction metrics

  

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• add more metrics

  

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• pep8 fixes

  

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• fix apply to collection

  

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• Update pytorch_lightning/metrics/convertors.py

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• Update tests/utilities/test_apply_to_collection.py

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• Create metric.py

  

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• Separated class description from init args

  

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• Add documentation to native metrics (#2144)

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• Rename tests/metrics/test_classification.py to tests/metrics/functional/test_classification.py

  

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• Add module interface for classification metrics

  

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• pep8

  

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• add additional converters

  

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