Azure 机器学习的特选环境Azure Machine Learning Curated Environments

本文列出了 Azure 机器学习中的特选环境,以及其中预装的包和通道。This article lists the curated environments in Azure Machine Learning, and the packages and channels that are pre-installed in them. 特选环境由 Azure 机器学习提供,且默认可用于你的工作区。Curated environments are provided by Azure Machine Learning and are available in your workspace by default. 它们由缓存的 Docker 映像提供支持,降低了运行准备成本,缩短了部署时间。They are backed by cached Docker images, reducing the run preparation cost and allowing for faster deployment time. 使用这些环境可以快速完成各种机器学习框架的入门。Use these environments to quickly get started with various machine learning frameworks.

备注

此列表于 2020 年 9 月进行了更新。This list is updated as of September 2020. 请使用 Python SDK 获取最新列表。Use the Python SDK to get the most updated list. 有关详细信息,请参阅环境一文。For more information, see the environments article.

AzureML-AutoMLAzureML-AutoML

包通道:Package channels:

  • anacondaanaconda
  • conda-forgeconda-forge
  • pytorchpytorch

Conda 包:Conda packages:

  • Pythonpython
  • numpynumpy
  • scikit-learnscikit-learn
  • pandaspandas
  • py-xgboostpy-xgboost
  • fbprophetfbprophet
  • holidaysholidays
  • setuptools-gitsetuptools-git
  • psutilpsutil

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-pipeline-coreazureml-pipeline-core
  • azureml-telemetryazureml-telemetry
  • azureml-defaultsazureml-defaults
  • azureml-interpretazureml-interpret
  • azureml-explain-modelazureml-explain-model
  • azureml-automl-coreazureml-automl-core
  • azureml-automl-runtimeazureml-automl-runtime
  • azureml-train-automl-clientazureml-train-automl-client
  • azureml-train-automl-runtimeazureml-train-automl-runtime
  • inference-schemainference-schema
  • py-cpuinfopy-cpuinfo

AzureML-AutoML-DNNAzureML-AutoML-DNN

包通道:Package channels:

  • anacondaanaconda
  • conda-forgeconda-forge
  • pytorchpytorch

Conda 包:Conda packages:

  • Pythonpython
  • numpynumpy
  • scikit-learnscikit-learn
  • pandaspandas
  • py-xgboostpy-xgboost
  • fbprophetfbprophet
  • holidaysholidays
  • setuptools-gitsetuptools-git
  • pytorchpytorch
  • cudatoolkitcudatoolkit
  • psutilpsutil

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-pipeline-coreazureml-pipeline-core
  • azureml-telemetryazureml-telemetry
  • azureml-defaultsazureml-defaults
  • azureml-interpretazureml-interpret
  • azureml-explain-modelazureml-explain-model
  • azureml-automl-coreazureml-automl-core
  • azureml-automl-runtimeazureml-automl-runtime
  • azureml-train-automl-clientazureml-train-automl-client
  • azureml-train-automl-runtimeazureml-train-automl-runtime
  • inference-schemainference-schema
  • pytorch-transformerspytorch-transformers
  • spacyspacy
  • en_core_web_smen_core_web_sm
  • py-cpuinfopy-cpuinfo

AzureML-AutoML-DNN-GPUAzureML-AutoML-DNN-GPU

包通道:Package channels:

  • anacondaanaconda
  • conda-forgeconda-forge
  • pytorchpytorch

Conda 包:Conda packages:

  • Pythonpython
  • numpynumpy
  • scikit-learnscikit-learn
  • pandaspandas
  • fbprophetfbprophet
  • holidaysholidays
  • setuptools-gitsetuptools-git
  • pytorchpytorch
  • cudatoolkitcudatoolkit
  • psutilpsutil

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-pipeline-coreazureml-pipeline-core
  • azureml-telemetryazureml-telemetry
  • azureml-defaultsazureml-defaults
  • azureml-interpretazureml-interpret
  • azureml-explain-modelazureml-explain-model
  • azureml-automl-coreazureml-automl-core
  • azureml-automl-runtimeazureml-automl-runtime
  • azureml-train-automl-clientazureml-train-automl-client
  • azureml-train-automl-runtimeazureml-train-automl-runtime
  • inference-schemainference-schema
  • horovodhorovod
  • pytorch-transformerspytorch-transformers
  • spacyspacy
  • en_core_web_smen_core_web_sm
  • py-cpuinfopy-cpuinfo

AzureML-AutoML-DNN-Vision-GPUAzureML-AutoML-DNN-Vision-GPU

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-dataset-runtimeazureml-dataset-runtime
  • azureml-contrib-datasetazureml-contrib-dataset
  • azureml-telemetryazureml-telemetry
  • azureml-automl-coreazureml-automl-core
  • azureml-automl-runtimeazureml-automl-runtime
  • azureml-train-automl-clientazureml-train-automl-client
  • azureml-defaultsazureml-defaults
  • azureml-interpretazureml-interpret
  • azureml-explain-modelazureml-explain-model
  • azureml-train-automl-runtimeazureml-train-automl-runtime
  • azureml-train-automlazureml-train-automl
  • azureml-contrib-automl-dnn-visionazureml-contrib-automl-dnn-vision

AzureML-AutoML-GPUAzureML-AutoML-GPU

包通道:Package channels:

  • anacondaanaconda
  • conda-forgeconda-forge
  • pytorchpytorch

Conda 包:Conda packages:

  • Pythonpython
  • numpynumpy
  • scikit-learnscikit-learn
  • pandaspandas
  • fbprophetfbprophet
  • holidaysholidays
  • setuptools-gitsetuptools-git
  • psutilpsutil

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-pipeline-coreazureml-pipeline-core
  • azureml-telemetryazureml-telemetry
  • azureml-defaultsazureml-defaults
  • azureml-interpretazureml-interpret
  • azureml-explain-modelazureml-explain-model
  • azureml-automl-coreazureml-automl-core
  • azureml-automl-runtimeazureml-automl-runtime
  • azureml-train-automl-clientazureml-train-automl-client
  • azureml-train-automl-runtimeazureml-train-automl-runtime
  • inference-schemainference-schema
  • py-cpuinfopy-cpuinfo

AzureML-Chainer-5.1.0-CPUAzureML-Chainer-5.1.0-CPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • chainerchainer
  • mpi4pympi4py

AzureML-Chainer-5.1.0-GPUAzureML-Chainer-5.1.0-GPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • chainerchainer
  • cupy-cuda90cupy-cuda90
  • mpi4pympi4py

AzureML-Dask-CPUAzureML-Dask-CPU

包通道:Package channels:

  • conda-forgeconda-forge
  • pytorchpytorch
  • 默认值defaults

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • adlfsadlfs
  • azureml-coreazureml-core
  • azureml-dataset-runtimeazureml-dataset-runtime
  • dask[complete]dask[complete]
  • dask-ml[complete]dask-ml[complete]
  • 分布式distributed
  • fastparquetfastparquet
  • fsspecfsspec
  • joblibjoblib
  • jupyterlabjupyterlab
  • lz4lz4
  • mpi4pympi4py
  • 笔记本notebook
  • pyarrowpyarrow

AzureML-Dask-GPUAzureML-Dask-GPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython
  • matplotlibmatplotlib

Pip 包:Pip packages:

  • azureml-defaultsazureml-defaults
  • adlfsadlfs
  • azureml-coreazureml-core
  • dask[complete]dask[complete]
  • dask-ml[complete]dask-ml[complete]
  • 分布式distributed
  • fastparquetfastparquet
  • fsspecfsspec
  • joblibjoblib
  • jupyterlabjupyterlab
  • lz4lz4
  • mpi4pympi4py
  • 笔记本notebook
  • pyarrowpyarrow

AzureML-Hyperdrive-ForecastDNNAzureML-Hyperdrive-ForecastDNN

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-pipeline-coreazureml-pipeline-core
  • azureml-telemetryazureml-telemetry
  • azureml-defaultsazureml-defaults
  • azureml-automl-coreazureml-automl-core
  • azureml-automl-runtimeazureml-automl-runtime
  • azureml-train-automl-clientazureml-train-automl-client
  • azureml-train-automl-runtimeazureml-train-automl-runtime
  • azureml-contrib-automl-dnn-forecastingazureml-contrib-automl-dnn-forecasting

AzureML-MinimalAzureML-Minimal

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults

AzureML-PySpark-MmlSpark-0.15AzureML-PySpark-MmlSpark-0.15

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core

AzureML-PyTorch-1.0-CPUAzureML-PyTorch-1.0-CPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • torchtorch
  • torchvisiontorchvision
  • mklmkl
  • horovodhorovod

AzureML-PyTorch-1.0-GPUAzureML-PyTorch-1.0-GPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • torchtorch
  • torchvisiontorchvision
  • mklmkl
  • horovodhorovod

AzureML-PyTorch-1.1-CPUAzureML-PyTorch-1.1-CPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • torchtorch
  • torchvisiontorchvision
  • mklmkl
  • horovodhorovod
  • tensorboardtensorboard
  • futurefuture

AzureML-PyTorch-1.1-GPUAzureML-PyTorch-1.1-GPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • torchtorch
  • torchvisiontorchvision
  • mklmkl
  • horovodhorovod
  • tensorboardtensorboard
  • futurefuture

AzureML-PyTorch-1.2-CPUAzureML-PyTorch-1.2-CPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • torchtorch
  • torchvisiontorchvision
  • mklmkl
  • horovodhorovod
  • tensorboardtensorboard
  • futurefuture

AzureML-PyTorch-1.2-GPUAzureML-PyTorch-1.2-GPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • torchtorch
  • torchvisiontorchvision
  • mklmkl
  • horovodhorovod
  • tensorboardtensorboard
  • futurefuture

AzureML-PyTorch-1.3-CPUAzureML-PyTorch-1.3-CPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • torchtorch
  • torchvisiontorchvision
  • mklmkl
  • horovodhorovod
  • tensorboardtensorboard
  • futurefuture

AzureML-PyTorch-1.3-GPUAzureML-PyTorch-1.3-GPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • torchtorch
  • torchvisiontorchvision
  • mklmkl
  • horovodhorovod
  • tensorboardtensorboard
  • futurefuture

AzureML-PyTorch-1.4-CPUAzureML-PyTorch-1.4-CPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • torchtorch
  • torchvisiontorchvision
  • mklmkl
  • horovodhorovod
  • tensorboardtensorboard
  • futurefuture

AzureML-PyTorch-1.4-GPUAzureML-PyTorch-1.4-GPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • torchtorch
  • torchvisiontorchvision
  • mklmkl
  • horovodhorovod
  • tensorboardtensorboard
  • futurefuture

AzureML-PyTorch-1.5-CPUAzureML-PyTorch-1.5-CPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • torchtorch
  • torchvisiontorchvision
  • mklmkl
  • horovodhorovod
  • tensorboardtensorboard
  • futurefuture

AzureML-PyTorch-1.5-GPUAzureML-PyTorch-1.5-GPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • torchtorch
  • torchvisiontorchvision
  • mklmkl
  • horovodhorovod
  • tensorboardtensorboard
  • futurefuture

AzureML-PyTorch-1.6-CPUAzureML-PyTorch-1.6-CPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • torchtorch
  • torchvisiontorchvision
  • mklmkl
  • horovodhorovod
  • tensorboardtensorboard
  • futurefuture

AzureML-PyTorch-1.6-GPUAzureML-PyTorch-1.6-GPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • torchtorch
  • torchvisiontorchvision
  • mklmkl
  • horovodhorovod
  • tensorboardtensorboard
  • futurefuture

AzureML-Scikit-learn-0.20.3AzureML-Scikit-learn-0.20.3

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • scikit-learnscikit-learn
  • scipyscipy
  • joblibjoblib

AzureML-TensorFlow-1.10-CPUAzureML-TensorFlow-1.10-CPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • tensorflowtensorflow
  • horovodhorovod

AzureML-TensorFlow-1.10-GPUAzureML-TensorFlow-1.10-GPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • tensorflow-gputensorflow-gpu
  • horovodhorovod

AzureML-TensorFlow-1.12-CPUAzureML-TensorFlow-1.12-CPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • tensorflowtensorflow
  • horovodhorovod

AzureML-TensorFlow-1.12-GPUAzureML-TensorFlow-1.12-GPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • tensorflow-gputensorflow-gpu
  • horovodhorovod

AzureML-TensorFlow-1.13-CPUAzureML-TensorFlow-1.13-CPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • tensorflowtensorflow
  • horovodhorovod

AzureML-TensorFlow-1.13-GPUAzureML-TensorFlow-1.13-GPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • tensorflow-gputensorflow-gpu
  • horovodhorovod

AzureML-TensorFlow-2.0-CPUAzureML-TensorFlow-2.0-CPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • tensorflowtensorflow
  • horovodhorovod

AzureML-TensorFlow-2.0-GPUAzureML-TensorFlow-2.0-GPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • tensorflow-gputensorflow-gpu
  • horovodhorovod

AzureML-TensorFlow-2.1-CPUAzureML-TensorFlow-2.1-CPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • tensorflowtensorflow
  • horovodhorovod

AzureML-TensorFlow-2.1-GPUAzureML-TensorFlow-2.1-GPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • tensorflow-gputensorflow-gpu
  • horovodhorovod

AzureML-TensorFlow-2.2-CPUAzureML-TensorFlow-2.2-CPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • tensorflowtensorflow
  • horovodhorovod

AzureML-TensorFlow-2.2-GPUAzureML-TensorFlow-2.2-GPU

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • tensorflow-gputensorflow-gpu
  • horovodhorovod

AzureML-TutorialAzureML-Tutorial

包通道:Package channels:

  • anacondaanaconda
  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython
  • pandaspandas
  • numpynumpy
  • tqdmtqdm
  • scikit-learnscikit-learn
  • matplotlibmatplotlib

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-telemetryazureml-telemetry
  • azureml-train-restclients-hyperdriveazureml-train-restclients-hyperdrive
  • azureml-train-coreazureml-train-core
  • azureml-widgetsazureml-widgets
  • azureml-pipeline-coreazureml-pipeline-core
  • azureml-pipeline-stepsazureml-pipeline-steps
  • azureml-opendatasetsazureml-opendatasets
  • azureml-automl-coreazureml-automl-core
  • azureml-automl-runtimeazureml-automl-runtime
  • azureml-train-automl-clientazureml-train-automl-client
  • azureml-train-automl-runtimeazureml-train-automl-runtime
  • azureml-train-automlazureml-train-automl
  • azureml-trainazureml-train
  • azureml-sdkazureml-sdk
  • azureml-interpretazureml-interpret
  • azureml-tensorboardazureml-tensorboard
  • azureml-mlflowazureml-mlflow
  • mlflowmlflow
  • sklearn-pandassklearn-pandas

AzureML-VowpalWabbit-8.8.0AzureML-VowpalWabbit-8.8.0

包通道:Package channels:

  • conda-forgeconda-forge

Conda 包:Conda packages:

  • Pythonpython

Pip 包:Pip packages:

  • azureml-coreazureml-core
  • azureml-defaultsazureml-defaults
  • azureml-dataset-runtime[fuse,pandas]azureml-dataset-runtime[fuse,pandas]