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Application Scenarios

ModelArts provides flexible, open development environments. Select a development environment based on site requirements.

  • In-cloud notebook, which is out of the box, relieving you from concerning environment installation or configuration. For details, see JupyterLab Overview and Common Operations.
  • Local IDE for model development. After enabling remote SSH, you can remotely access the ModelArts notebook development environment to debug and run code from a local IDE. The local IDE allows you to use the in-cloud notebook development environment while with local coding habits unchanged.

    A local IDE supports Visual Studio (VS) Code, PyCharm, and SSH. Additionally, PyCharm Toolkit and VS Code Toolkit are provided for convenient remote access. For details, see Connecting to a Notebook Instance Through VS Code with One Click and .

  • MindStudio integrated in the ModelArts development environment, allowing you to develop operators on ModelArts. For details, see Using MindStudio to Develop Ascend Operators.