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Tyler Titsworth
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Classical ML 2024.5.0 (#201)
Signed-off-by: tylertitsworth <tyler.titsworth@intel.com>
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‎classical-ml/README.md

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@@ -10,14 +10,16 @@ The images below include [Intel® Extension for Scikit-learn*] and [XGBoost*].
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| Tag(s) | Intel SKLearn | Scikit-learn | XGBoost | Dockerfile |
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| ------------------------------------------------- | -------------- | ------------ | -------- | --------------- |
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| `2024.3.0-pip-base`, `latest` | [v2024.3.0] | [v1.4.2] | [v2.0.3] | [v0.4.0-Beta] |
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| `2024.2.0-xgboost-2.0.3-pip-base`, `latest` | [v2024.2.0] | [v1.4.1] | [v2.0.3] | [v0.4.0-Beta] |
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| `2024.5.0-pip-base`, `latest` | [v2024.5.0] | [v1.5.0] | [v2.1.0] | [v0.4.0] |
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| `2024.3.0-pip-base` | [v2024.3.0] | [v1.4.2] | [v2.0.3] | [v0.4.0-Beta] |
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| `2024.2.0-xgboost-2.0.3-pip-base` | [v2024.2.0] | [v1.4.1] | [v2.0.3] | [v0.4.0-Beta] |
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| `scikit-learning-2024.0.0-xgboost-2.0.2-pip-base` | [v2024.0.0] | [v1.3.2] | [v2.0.2] | [v0.3.4] |
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The images below additionally include [Jupyter Notebook](https://jupyter.org/) server:
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| Tag(s) | Intel SKLearn | Scikit-learn | XGBoost | Dockerfile |
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| ---------------------------------------------------- | -------------- | ------------ | -------- | --------------- |
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| `2024.5.0-pip-jupyter` | [v2024.5.0] | [v1.5.0] | [v2.1.0] | [v0.4.0] |
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| `2024.3.0-pip-jupyter` | [v2024.3.0] | [v1.4.2] | [v2.0.3] | [v0.4.0-Beta] |
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| `2024.2.0-xgboost-2.0.3-pip-jupyter` | [v2024.2.0] | [v1.4.1] | [v2.0.3] | [v0.4.0-Beta] |
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| `scikit-learning-2024.0.0-xgboost-2.0.2-pip-jupyter` | [v2024.0.0] | [v1.3.2] | [v2.0.2] | [v0.3.4] |
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| Tag(s) | Intel SKLearn | Scikit-learn | XGBoost | Dockerfile |
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| ------------------------------------------------- | -------------- | ------------ | -------- | --------------- |
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| `2024.3.0-idp-base` | [v2024.3.0] | [v1.4.2] | [v2.0.3] | [v0.4.0-Beta] |
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| `2024.3.0-idp-base` | [v2024.5.0] | [v1.5.0] | [v2.1.0] | [v0.4.0] |
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| `2024.2.0-xgboost-2.0.3-idp-base` | [v2024.2.0] | [v1.4.1] | [v2.0.3] | [v0.4.0-Beta] |
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| `scikit-learning-2024.0.0-xgboost-2.0.2-idp-base` | [v2024.0.0] | [v1.3.2] | [v2.0.2] | [v0.3.4] |
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The images below additionally include [Jupyter Notebook](https://jupyter.org/) server:
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| Tag(s) | Intel SKLearn | Scikit-learn | XGBoost | Dockerfile |
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| ---------------------------------------------------- | -------------- | ------------ | -------- | --------------- |
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| `2024.3.0-idp-jupyter` | [v2024.3.0] | [v1.4.2] | [v2.0.3] | [v0.4.0-Beta] |
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| `2024.3.0-idp-jupyter` | [v2024.5.0] | [v1.5.0] | [v2.1.0] | [v0.4.0] |
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| `2024.2.0-xgboost-2.0.3-idp-jupyter` | [v2024.2.0] | [v1.4.1] | [v2.0.3] | [v0.4.0-Beta] |
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| `scikit-learning-2024.0.0-xgboost-2.0.2-idp-jupyter` | [v2024.0.0] | [v1.3.2] | [v2.0.2] | [v0.3.4] |
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[Scikit-learn*]: https://scikit-learn.org/stable/
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[XGBoost*]: https://github.com/dmlc/xgboost
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[v2024.5.0]: https://github.com/intel/scikit-learn-intelex/releases/tag/2024.5.0
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[v2024.3.0]: https://github.com/intel/scikit-learn-intelex/releases/tag/2024.3.0
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[v2024.2.0]: https://github.com/intel/scikit-learn-intelex/releases/tag/2024.2.0
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[v2024.0.0]: https://github.com/intel/scikit-learn-intelex/releases/tag/2024.0.0
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[v1.5.0]: https://github.com/scikit-learn/scikit-learn/releases/tag/1.5.0
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[v1.4.2]: https://github.com/scikit-learn/scikit-learn/releases/tag/1.4.2
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[v1.4.1]: https://github.com/scikit-learn/scikit-learn/releases/tag/1.4.1
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[v1.3.2]: https://github.com/scikit-learn/scikit-learn/releases/tag/1.3.2
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[v2.1.0]: https://github.com/dmlc/xgboost/releases/tag/v2.1.0
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[v2.0.3]: https://github.com/dmlc/xgboost/releases/tag/v2.0.3
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[v2.0.2]: https://github.com/dmlc/xgboost/releases/tag/v2.0.2
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[v0.4.0-Beta]: https://github.com/intel/ai-containers/blob/v0.4.0-Beta/tensorflow/Dockerfile
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[v0.3.4]: https://github.com/intel/ai-containers/blob/v0.3.4/tensorflow/Dockerfile
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[v0.4.0]: https://github.com/intel/ai-containers/blob/v0.4.0/classical-ml/Dockerfile
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[v0.4.0-Beta]: https://github.com/intel/ai-containers/blob/v0.4.0-Beta/classical-ml/Dockerfile
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[v0.3.4]: https://github.com/intel/ai-containers/blob/v0.3.4/classical-ml/Dockerfile

‎classical-ml/docker-compose.yaml

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bash -c "python -c 'import sklearnex, sklearn; import xgboost as xgb; print(\"Scikit version:\", sklearn.__version__, \"\\nXGBoost version:\", xgb.__version__)'"
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depends_on:
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- ${PACKAGE_OPTION:-pip}
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image: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.3.0}-xgboost-${XGBOOST_VERSION:-2.0.3}-base
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image: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.5.0}-xgboost-${XGBOOST_VERSION:-2.1.0}-base
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pull_policy: always
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jupyter:
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build:
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http_proxy: ${http_proxy}
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https_proxy: ${https_proxy}
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extends: ml-base
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image: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.3.0}-xgboost-${XGBOOST_VERSION:-2.0.3}-jupyter
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image: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.5.0}-xgboost-${XGBOOST_VERSION:-2.1.0}-jupyter
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network_mode: host

‎classical-ml/tests/tests.yaml

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---
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classical-ml-import-${PACKAGE_OPTION:-pip}:
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img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.3.0}-xgboost-${XGBOOST_VERSION:-2.0.3}-base
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img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.5.0}-xgboost-${XGBOOST_VERSION:-2.1.0}-base
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cmd: python -c "from sklearnex import patch_sklearn; patch_sklearn();import xgboost as xgb; print(xgb.__version__)"
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classical-ml-import-${PACKAGE_OPTION:-pip}-jupyter:
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img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.3.0}-xgboost-${XGBOOST_VERSION:-2.0.3}-jupyter
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img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.5.0}-xgboost-${XGBOOST_VERSION:-2.1.0}-jupyter
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cmd: sh -c "python -m jupyter --version"
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classical-ml-base-${PACKAGE_OPTION:-pip}-sklearn:
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img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.3.0}-xgboost-${XGBOOST_VERSION:-2.0.3}-base
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img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.5.0}-xgboost-${XGBOOST_VERSION:-2.1.0}-base
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cmd: bash /tests/sklearn.sh
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volumes:
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- src: $PWD/classical-ml/tests
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dst: /tests
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classical-ml-base-${PACKAGE_OPTION:-pip}-xgboost:
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img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.3.0}-xgboost-${XGBOOST_VERSION:-2.0.3}-base
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img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.5.0}-xgboost-${XGBOOST_VERSION:-2.1.0}-base
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cmd: bash /tests/xgboost.sh
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volumes:
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dst: /tests
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classical-ml-performance-${PACKAGE_OPTION:-pip}:
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img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.3.0}-xgboost-${XGBOOST_VERSION:-2.0.3}-base
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img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.5.0}-xgboost-${XGBOOST_VERSION:-2.1.0}-base
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cmd: python /tests/performance.py
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volumes:
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- src: $PWD/classical-ml/tests

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