NimbusML

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Remove pytest-cov test coverage report from validation builds.

1

We currently run pytest-cov to get a test coverage report on all of our CI validation builds, but it seems to have errors in downloading plugins or parsing files in...

montebhoover

Document the internal JSON representation of the pipelines

8

**Is your feature request related to a problem? Please describe.** As described in the issue #334, we are building an AutoML system in Python. We have our own pipeline representation...

mitar

In [manifest.json](https://github.com/Microsoft/NimbusML/blob/master/src/python/tools/manifest.json#L24443-L24455) file it is unclear for ranges which are defined for arguments, when are they ranges where bounds are included and when not.

mitar

I am looking at [this file](https://github.com/Microsoft/NimbusML/blob/master/src/python/tools/manifest.json). There are examples of arguments which do have [ranges defined](https://github.com/Microsoft/NimbusML/blob/master/src/python/tools/manifest.json#L24443-L24455), so valid values for an arguments. But many do not, like [this one](https://github.com/Microsoft/NimbusML/blob/master/src/python/tools/manifest.json#L4124-L4135). You...

mitar

**Is your feature request related to a problem? Please describe.** We are building an AutoML system. We would like to use NimbusML operators as steps in our pipelines our system...

mitar

Currently pandas dataframe with N columns of the same type will be loaded into IDataView with N columns. As opposed to csr_matrix which will be loaded as IDataView with 1...

ganik

ganik

**Is your feature request related to a problem? Please describe.** It is really confusing why there is no implementation of 'OneClassSvmAnomalyDetector' but it is mentioned in docstring and unittest. **Describe...

chjinche

Lambda ranker does not throw error when labels are strings as oppose to ordinal int.

1

My team is currently using LightGBMrank through nimbus for some ranking problems. However, we are a bit confused about the data type required for the label column – I couldn’t...

dataninjia

Loading a classifier model from disk does not preserve column dtype when calling test()

1

When a model is loaded from disk, the transforms_predictedlabelcolumnoriginalvalueconverter node is not added to the pipeline which causes the output dtype of the `PredictedLabel` column to be `int32` rather than...

pieths