Azure ML Data Preparation SDK

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Azure Machine Learning Data Prep SDK for Python

The Azure Machine Learning Data Prep SDK is used to load, transform, and write data for machine learning workflows. You can interact with the SDK in any Python environment, including Jupyter Notebooks or your favorite Python IDE.

This python SDK includes the following functionality to help prepare your data for modeling:

Install the SDK

To install the Azure Machine Learning Data Prep SDK for Python, use the following command:

pip install --upgrade azureml-dataprep

Learn how to use it

Here are some resources to help you learn more about the Azure Machine Learning Data Prep SDK for Python:

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Release history Release notifications | RSS feed

5.3.0

5.2.1

5.2.0

5.1.6

5.1.5

5.1.4

5.1.3

5.1.2

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4.14.1

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2.24.4

2.24.3

2.24.0

2.23.2

2.23.1

2.23.0

2.22.3 yanked

Reason this release was yanked:

Found incompatibility with azureml service.

2.22.2

2.22.1

2.22.0

2.21.0

2.20.1

2.20.0

2.19.0

2.18.0

2.17.0

2.16.1

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2.14.1

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2.12.1

2.12.0

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2.8.1

2.8.0

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2.7.3

2.7.2

2.7.1

2.7.0

2.6.6 yanked

Reason this release was yanked:

Incorrect dependency specified in this version causes installation to fail.

2.6.5 yanked

Reason this release was yanked:

Incorrect dependency specified in this version causes installation to fail.

2.6.4 yanked

Reason this release was yanked:

Incorrect dependency specified in this version causes installation to fail.

2.6.3 yanked

Reason this release was yanked:

Incorrect dependency specified in this version causes installation to fail.

2.6.2 yanked

Reason this release was yanked:

Incorrect dependency specified in this version causes installation to fail.

2.6.1 yanked

Reason this release was yanked:

Incorrect dependency specified in this version causes installation to fail.

2.6.0 yanked

Reason this release was yanked:

Incorrect dependency specified in this version causes installation to fail.

2.5.3 yanked

Reason this release was yanked:

Incorrect dependency specified in this version causes installation to fail.

2.5.2 yanked

Reason this release was yanked:

Incorrect dependency specified in this version causes installation to fail.

2.5.1 yanked

Reason this release was yanked:

Incorrect dependency specified in this version causes installation to fail.

2.5.0 yanked

Reason this release was yanked:

Incorrect dependency specified in this version causes installation to fail.

2.4.5 yanked

Reason this release was yanked:

Incorrect dependency specified in this version causes installation to fail.

2.4.4 yanked

Reason this release was yanked:

Incorrect dependency specified in this version causes installation to fail.

2.4.3 yanked

Reason this release was yanked:

Incorrect dependency specified in this version causes installation to fail.

2.4.2 yanked

Reason this release was yanked:

Incorrect dependency specified in this version causes installation to fail.

2.4.0 yanked

Reason this release was yanked:

Incorrect dependency specified in this version causes installation to fail.

2.3.4 yanked

Reason this release was yanked:

Incorrect dependency specified in this version causes installation to fail.

2.3.3

2.3.2

2.3.1

2.3.0

2.2.5

2.2.4

2.2.3

2.2.2 yanked

Reason this release was yanked:

Incorrect dependency specified in this version causes installation to fail.

2.2.1

2.2.0

2.1.7

2.1.6

2.1.5

2.1.4

2.1.3

2.1.2

2.1.1

2.1.0 yanked

Reason this release was yanked:

This version contains and incorrect version dependency on azureml-dataprep-native.

2.0.10

2.0.9

2.0.8

2.0.7

2.0.6

2.0.5

2.0.4 yanked

Reason this release was yanked:

At this time, we recommend against using this version, as we received reports of issues in very specific cases.

2.0.3 yanked

Reason this release was yanked:

At this time, we recommend against using this version, as we received reports of issues in very specific cases.

2.0.2

2.0.1

2.0.0

1.10.1

1.10.0 yanked

Reason this release was yanked:

This version added a dependency that does not support Windows Python 3.5 environments.

1.9.3

1.9.2

1.9.1

1.9.0

1.8.3

1.8.2

1.8.1

1.8.0

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1.3.0

1.2.5rc0 pre-release

1.2.4rc0 pre-release

1.2.3rc0 pre-release

1.2.2rc0 pre-release

1.2.1rc0 pre-release

1.2.0rc0 pre-release

1.1.38

1.1.37

1.1.36

This version

1.1.35

1.1.34

1.1.33

1.1.32

1.1.31

1.1.30

1.1.29

1.1.28

1.1.26

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1.1.4

1.1.3

1.1.2.4

1.1.2

1.1.1

1.1.0

1.0.17

1.0.16

1.0.15

1.0.12

1.0.8

1.0.7

1.0.6

1.0.4

0.5.3

0.5.2

0.5.1

0.5.0

0.4.0

0.3.0

0.2.0

0.1.0

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