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Update azure-machine-learning-release-notes.md
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articles/machine-learning/v1/azure-machine-learning-release-notes.md

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@@ -19,10 +19,11 @@ In this article, learn about Azure Machine Learning Python SDK releases. For th
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__RSS feed__: Get notified when this page is updated by copying and pasting the following URL into your feed reader:
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`https://learn.microsoft.com/api/search/rss?search=%22Azure+machine+learning+release+notes%22&locale=en-us`
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AutoML supports scikit-learn version 1.5.1
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## 2024-04-29
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### Azure Machine Learning SDK for Python v1.56.0
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+ **azureml-core**
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+ Enable Application Insights re-mapping for new region China East 3, since it doesn't support classic resource mode. Also fixed the missing update for China North 3.
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+ **azureml-defaults**
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+ Bumped azureml-inference-server-http pin to 1.0.0 in azureml-defaults.
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+ **azureml-interpret**
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## 2024-01-29
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### Azure Machine Learning SDK for Python v1.55.0
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+ **azureml-core**
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+ Enable Application Insights re-mapping for new region China East 3, since it doesn't support classic resource mode. Also fixed the missing update for China North 3.
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+ **azureml-defaults**
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+ Bumped azureml-inference-server-http pin to 1.0.0 in azureml-defaults.
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+ **azureml-interpret**
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+ **azureml-contrib-automl-dnn-forecasting**
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+ Support of features/regressors known at the time of forecast in AutoML forecasting TCN models.
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+ **azureml-core**
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+ Add appinsights location swap for qatarcentral to point to uaenorth
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+ [Python 3.7 reached end-of-life on June 27th 2023](https://devguide.python.org/versions/). Consequently, 3.7 will be deprecated in azureml-core starting in October 2023 and azureml-core will end support for 3.7 in February 2024.
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+ **azureml-mlflow**
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+ Fix for loading models with MLflow load_model APIs when passing an AzureML URI

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