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Copy file name to clipboardExpand all lines: articles/machine-learning/azure-machine-learning-release-notes.md
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@@ -74,8 +74,6 @@ See [the list of known issues](resource-known-issues.md) to learn about known bu
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+ Support for cv_split_column_names to be used with training_data
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+**azureml-contrib-automl-dnn-forecasting**
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+ Improved logging in AutoML
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+**azureml-contrib-dataset**
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+ Significantly Improved error text in case of Dataset execution failures.
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+**azureml-contrib-mir**
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+ Added support for Windows services in ManagedInferencing
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+ Remove old MIR workflows such as attach MIR compute, SingleModelMirWebservice class - Clean out model profiling placed in contrib-mir package
@@ -92,25 +90,26 @@ See [the list of known issues](resource-known-issues.md) to learn about known bu
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+ Workspace private link cli support added.
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+ Added an optional parameter `invalid_lines` to `Dataset.Tabular.from_json_lines_files` that allows for specifying how to handle lines that contain invalid JSON.
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+ We will be deprecating the run based creation of compute in the next release. We recommend creating an actual Amlcompute cluster as a persistent compute target, and using the cluster name as the compute target in your run configuration. See example notebook here: aka.ms/amlcomputenb
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+ Significantly improved error messages in case of Dataset execution failures.
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+**azureml-dataprep**
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+ Made warning to upgrade pyarrow version more explicit.
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+ Significantly Improved error text in case of Dataset execution failures.
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+ Improved error handling and message returned in case of failure to execute dataflow.
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+ ParallelRunStep is released to General Availability - azureml.contrib.pipeline.steps has a deprecation notice and is move to azureml.pipeline.steps - new features include: 1. Datasets as PipelineParameter 2. New parameter run_max_retry 3. Configurable append_row output file name
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+**azureml-interpret**
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+ Documentation updates to azureml-interpret package.
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+ Fixed interpretability packages and notebooks to be compatible with latest sklearn update
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+**azureml-opendatasets**
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+ return None when there is no data returned.
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+ Improve the performance of to_pandas_dataframe.
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+`azureml-train-automl-runtime` and `azureml-automl-runtime` have updated dependencies for `pytorch`, `scipy`, and `cudatoolkit`. we now support `pytorch==1.4.0`, `scipy>=1.0.0,<=1.3.1`, and `cudatoolkit==10.1.243`.
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+**azureml-pipeline-core**
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+ Quick fix for ParallelRunStep where loading from YAML was broken
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+ ParallelRunStep is released to General Availability - azureml.contrib.pipeline.steps has a deprecation notice and is move to azureml.pipeline.steps - new features include: 1. Datasets as PipelineParameter 2. New parameter run_max_retry 3. Configurable append_row output file name
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+**azureml-pipeline-steps**
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+ Deprecated azureml.dprep.Dataflow as a valid type for input data.
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+ Quick fix for ParallelRunStep where loading from YAML was broken
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+ ParallelRunStep is released to General Availability - azureml.contrib.pipeline.steps has a deprecation notice and is move to azureml.pipeline.steps - new features include: 1. Datasets as PipelineParameter 2. New parameter run_max_retry 3. Configurable append_row output file name
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+ ParallelRunStep is released to General Availability - azureml.contrib.pipeline.steps has a deprecation notice and is move to azureml.pipeline.steps - new features include:
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+ Datasets as PipelineParameter
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+ New parameter run_max_retry
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+ Configurable append_row output file name
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+**azureml-telemetry**
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+ Update logging the exception message and traceback.
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