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‎.openpublishing.redirection.json‎

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‎connected-environment/TOC.md‎

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# [Index](index.md)
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# [Visual Studio Connected Environment](visual-studio-connected-environment.md)

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"extendBreadcrumb": true
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"extendBreadcrumb": true,
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‎connected-environment/index.md‎

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# Welcome to connected-environment!
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---
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redirect_url: /visualstudio/connected-environment/visual-studio-connected-environment
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---

‎connected-environment/visual-studio-connected-environment.md‎

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---
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title: "Visual Studio Connected Environment | Microsoft Docs"
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ms.date: "11/02/2017"
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ms.topic: "article"
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ms.technology: "connected-environment"
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author: "johnsta"
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ms.author: "johnsta"
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manager: ghogen
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---
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# Visual Studio Connected Environment
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## See Also
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[Visual Studio](/visualstudio)
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[Visual Studio Code](https://code.visualstudio.com/docs)

‎docs/TOC.md‎

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## [Visual Basic: Create a Console App](ide/quickstart-visual-basic-console.md)
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# Tutorials
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## [C++ in Visual Studio...](/cpp/build/vscpp-step-0-installation)
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## [Python in Visual Studio...](python/vs-tutorial-01-01.md)
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## [Python in Visual Studio...](python/tutorial-working-with-python-in-visual-studio-step-01-create-project.md)
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## [R in Visual Studio...](rtvs/getting-started-with-r.md)
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## [Node.js in Visual Studio](nodejs/tutorial-nodejs.md)
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## [C# in Visual Studio](ide/tutorial-csharp-aspnet-core.md)
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## [Develop](ide/index-writing-code.md)
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### [Move Around in the Visual Studio IDE](ide/how-to-move-around-in-the-visual-studio-ide.md)
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### [Work with Solutions and Projects](ide/solutions-and-projects-in-visual-studio.md)
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#### [Creating Solutions and Projects](ide/creating-solutions-and-projects.md)
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#### [Create Solutions and Projects](ide/creating-solutions-and-projects.md)
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#### [Port, Migrate, and Upgrade Projects](porting/port-migrate-and-upgrade-visual-studio-projects.md)
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#### [Adding and Removing Project Items](ide/adding-and-removing-project-items.md)
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#### [Add and Remove Project Items](ide/adding-and-removing-project-items.md)
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#### [Project and Solution File Types](ide/reference/project-and-solution-file-types.md)
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#### [Managing Project and Solution Properties](ide/managing-project-and-solution-properties.md)
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#### [Managing references in a project](ide/managing-references-in-a-project.md)
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#### [Manage Project and Solution Properties](ide/managing-project-and-solution-properties.md)
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#### [Manage references in a project](ide/managing-references-in-a-project.md)
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##### [Add or Remove References By Using the Reference Manager](ide/how-to-add-or-remove-references-by-using-the-reference-manager.md)
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##### [Adding References Using NuGet Versus an Extension SDK](ide/adding-references-using-nuget-versus-an-extension-sdk.md)
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##### [Add References Using NuGet Versus an Extension SDK](ide/adding-references-using-nuget-versus-an-extension-sdk.md)
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##### [Add or Remove Imported Namespaces (Visual Basic)](ide/how-to-add-or-remove-imported-namespaces-visual-basic.md)
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##### [Troubleshooting Broken References](ide/troubleshooting-broken-references.md)
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##### [Troubleshoot Broken References](ide/troubleshooting-broken-references.md)
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#### [Application Properties](ide/application-properties.md)
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#### [Managing Application Resources (.NET)](ide/managing-application-resources-dotnet.md)
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#### [Managing Application Settings (.NET)](ide/managing-application-settings-dotnet.md)
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#### [Managing Assembly and Manifest Signing](ide/managing-assembly-and-manifest-signing.md)
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#### [Manage Application Resources (.NET)](ide/managing-application-resources-dotnet.md)
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#### [Manage Application Settings (.NET)](ide/managing-application-settings-dotnet.md)
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##### [Add an app config file to a C# project](ide/how-to-add-app-config-file.md)
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#### [Manage Assembly and Manifest Signing](ide/managing-assembly-and-manifest-signing.md)
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##### [Sign Application and Deployment Manifests](ide/how-to-sign-application-and-deployment-manifests.md)
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#### [Specify an Application Icon (Visual Basic, C#)](ide/how-to-specify-an-application-icon-visual-basic-csharp.md)
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#### [Targeting a Specific .NET Framework Version](ide/targeting-a-specific-dotnet-framework-version.md)
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#### [Target a Specific .NET Framework Version](ide/targeting-a-specific-dotnet-framework-version.md)
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##### [Multi-Targeting Overview](ide/visual-studio-multi-targeting-overview.md)
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##### [Target a Version of the .NET Framework](ide/how-to-target-a-version-of-the-dotnet-framework.md)
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#### [Visual Studio IDE 64-Bit Support](ide/visual-studio-ide-64-bit-support.md)
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### [Develop without Projects or Solutions ("Open Folder")](ide/develop-code-in-visual-studio-without-projects-or-solutions.md)
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### [Write Code in the Editor](ide/writing-code-in-the-code-and-text-editor.md)
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#### [Finding and Replacing Text](ide/finding-and-replacing-text.md)
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##### [Using Regular Expressions](ide/using-regular-expressions-in-visual-studio.md)
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#### [Find and Replace Text](ide/finding-and-replacing-text.md)
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##### [Use Regular Expressions](ide/using-regular-expressions-in-visual-studio.md)
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##### [Find-Command Box](ide/find-command-box.md)
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##### [Find in Files](ide/find-in-files.md)
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##### [Replace in Files](ide/replace-in-files.md)
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#### [Encodings and Line Breaks](ide/encodings-and-line-breaks.md)
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##### [Save and Open Files with Encoding](ide/how-to-save-and-open-files-with-encoding.md)
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#### [Outlining](ide/outlining.md)
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#### [Using the IDE for C#...](csharp-ide/using-the-visual-studio-development-environment-for-csharp.md)
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#### [Using the IDE for VB...](vb-ide/refactoring-vb.md)
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#### [Refactoring, Code Generation and Quick Actions](ide/refactoring-code-generation-quick-actions.md)
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#### [Generate Code Automatically](ide/code-generation-in-visual-studio.md)
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##### [Code Snippets](ide/code-snippets.md)
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###### Use Code Snippets
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####### [Visual C# Code Snippets](ide/visual-csharp-code-snippets.md)
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####### [Visual C++ Code Snippets](ide/visual-cpp-code-snippets.md)
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####### [Use Surround-with Code Snippets](ide/how-to-use-surround-with-code-snippets.md)
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####### [Best Practices](ide/best-practices-for-using-code-snippets.md)
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###### Create Code Snippets
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####### [Walkthrough: Creating a Code Snippet](ide/walkthrough-creating-a-code-snippet.md)
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####### [Distribute Code Snippets](ide/how-to-distribute-code-snippets.md)
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####### [Code Snippet Functions](ide/code-snippet-functions.md)
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####### [Code Snippets Schema Reference](ide/code-snippets-schema-reference.md)
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####### [Troubleshoot Snippets](ide/troubleshooting-snippets.md)
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##### [Quick Actions](ide/quick-actions.md)
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###### [Code Styles and Quick Actions](ide/code-styles-and-quick-actions.md)
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##### [Preview Changes](ide/preview-changes.md)
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###### [Common Quick Actions](ide/common-quick-actions.md)
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###### Quick Actions for C#
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####### [Generate class/type](ide/reference/generate-class-type-csharp.md)
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####### [Generate method](ide/reference/generate-method-csharp.md)
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####### [Generate field/property/local](ide/reference/generate-field-property-local-csharp.md)
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####### [Generate constructor](ide/reference/generate-constructor-csharp.md)
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####### [Generate override](ide/reference/generate-override-csharp.md)
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####### [Generate Equals and GetHashCode method overrides](ide/reference/generate-overrides-csharp.md)
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####### [Generate XML documentation comments](ide/reference/generate-xml-documentation-comments-csharp.md)
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####### [Implement abstract class](ide/reference/implement-abstract-class-csharp.md)
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####### [Implement interface](ide/reference/implement-interface-csharp.md)
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####### [Introduce local variable](ide/reference/introduce-local-variable-csharp.md)
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###### Quick Actions for Visual Basic
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####### [Generate Class/Type](ide/reference/generate-class-type-vb.md)
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####### [Generate Method](ide/reference/generate-method-vb.md)
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####### [Generate Field/Property/Local](ide/reference/generate-field-property-local-vb.md)
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####### [Generate Constructor](ide/reference/generate-constructor-vb.md)
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####### [Generate Override](ide/reference/generate-override-vb.md)
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####### [Generate XML Documentation Comments](ide/reference/generate-xml-documentation-comments-vb.md)
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####### [Implement Abstract Class](ide/reference/implement-abstract-class-vb.md)
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####### [Implement Interface](ide/reference/implement-interface-vb.md)
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####### [Introduce Local Variable](ide/reference/introduce-local-variable-vb.md)
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#### [Refactor Code](ide/refactoring-in-visual-studio.md)
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##### Refactorings for C#
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###### [Change method signature](ide/reference/change-method-signature-csharp.md)
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###### [Convert Get method to property](ide/reference/convert-get-method-to-property-csharp.md)
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###### [Encapsulate field](ide/reference/encapsulate-field-csharp.md)
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###### [Extract interface](ide/reference/extract-interface-csharp.md)
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###### [Extract method](ide/reference/extract-method-csharp.md)
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###### [Inline temporary variable](ide/reference/inline-temporary-variable-csharp.md)
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###### [Move declaration near reference](ide/reference/move-declaration-near-reference-csharp.md)
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###### [Move type to matching file](ide/reference/move-type-to-matching-file-csharp.md)
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###### [Remove unreachable code](ide/reference/remove-unreachable-code-csharp.md)
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###### [Rename](ide/reference/rename-csharp.md)
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###### [Synchronize type and filename](ide/reference/sync-type-and-file-csharp.md)
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##### Refactorings for Visual Basic
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###### [Change method signature](ide/reference/change-method-signature-vb.md)
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###### [Encapsulate field](ide/reference/encapsulate-field-vb.md)
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###### [Extract interface](ide/reference/extract-interface-vb.md)
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###### [Extract method](ide/reference/extract-method-vb.md)
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###### [Inline temporary variable](ide/reference/inline-temporary-variable-vb.md)
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###### [Move type to matching file](ide/reference/move-type-to-matching-file-vb.md)
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###### [Rename](ide/reference/rename-vb.md)
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###### [Synchronize type and filename](ide/reference/sync-type-and-file-vb.md)
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#### [Productivity Tips](ide/productivity-tips-for-visual-studio.md)
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##### [Tips and Tricks](ide/tips-and-tricks-for-visual-studio.md)
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##### [Tips for .NET Developers](ide/visual-studio-2017-for-dotnet-developers.md)
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##### [Identifying and Customizing Keyboard Shortcuts](ide/identifying-and-customizing-keyboard-shortcuts-in-visual-studio.md)
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###### [Default Keyboard Shortcuts for Frequently Used Commands](ide/default-keyboard-shortcuts-for-frequently-used-commands-in-visual-studio.md)
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###### [Default Keyboard Shortcuts](ide/default-keyboard-shortcuts-in-visual-studio.md)
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#### [Using IntelliSense](ide/using-intellisense.md)
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#### [Use IntelliSense](ide/using-intellisense.md)
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##### [Visual Basic-Specific IntelliSense](ide/visual-basic-specific-intellisense.md)
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###### [Filtered Completion Lists in Visual Basic](ide/filtered-completion-lists-in-visual-basic.md)
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##### [Visual C# IntelliSense](ide/visual-csharp-intellisense.md)
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##### [Walkthrough: Test-First Support with the Generate From Usage Feature](ide/walkthrough-test-first-support-with-the-generate-from-usage-feature.md)
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##### [JavaScript IntelliSense](ide/javascript-intellisense.md)
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##### [Visual C++ Intellisense](ide/visual-cpp-intellisense.md)
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##### [Supplying XML Code Comments](ide/supplying-xml-code-comments.md)
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#### [Navigating Your Code](ide/navigating-code.md)
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##### [Finding references in your code](ide/finding-references.md)
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##### [Go To Definition and Peek Definition](ide/go-to-and-peek-definition.md)
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##### [View and Edit Code by Using Peek Definition (Alt+F12)](ide/how-to-view-and-edit-code-by-using-peek-definition-alt-plus-f12.md)
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#### [Navigate Your Code](ide/navigating-code.md)
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##### [Find references in your code](ide/finding-references.md)
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##### [View Type and Member Definitions](ide/go-to-and-peek-definition.md)
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###### [View and Edit Code by Using Peek Definition (Alt+F12)](ide/how-to-view-and-edit-code-by-using-peek-definition-alt-plus-f12.md)
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##### [Find code using Go To commands](ide/go-to.md)
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#### [Customizing the Editor](ide/customizing-the-editor.md)
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#### [Customize the Editor](ide/customizing-the-editor.md)
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##### [Change Text Case](ide/how-to-change-text-case-in-the-editor.md)
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##### [Manage Editor Modes](ide/how-to-manage-editor-modes.md)
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##### [Manage Editor Windows](ide/how-to-manage-editor-windows.md)
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##### [Change Fonts and Colors](ide/reference/how-to-change-fonts-and-colors-in-the-editor.md)
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##### [Manage Word Wrap](ide/reference/how-to-manage-word-wrap-in-the-editor.md)
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##### [Display Line Numbers](ide/reference/how-to-display-line-numbers-in-the-editor.md)
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##### [Display URLs as Links](ide/reference/how-to-display-urls-as-links-in-the-editor.md)
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##### [Setting Language-Specific Editor Options](ide/reference/setting-language-specific-editor-options.md)
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#### [Develop code in Visual Studio without projects or solutions](ide/develop-code-in-visual-studio-without-projects-or-solutions.md)
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#### [Create portable, custom editor settings with EditorConfig](ide/create-portable-custom-editor-options.md)
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##### [.NET Language and Formatting Conventions for EditorConfig](ide/editorconfig-code-style-settings-reference.md)
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##### [.NET Naming Conventions for EditorConfig](ide/editorconfig-naming-conventions.md)
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##### [Set Language-Specific Editor Options](ide/reference/setting-language-specific-editor-options.md)
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#### [Code Style Preferences](ide/code-styles-and-quick-actions.md)
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##### [Use EditorConfig files for code style](ide/create-portable-custom-editor-options.md)
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###### [.NET Language and Formatting Conventions](ide/editorconfig-code-style-settings-reference.md)
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###### [.NET Naming Conventions](ide/editorconfig-naming-conventions.md)
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#### [Track Your Code by Customizing the Scrollbar](ide/how-to-track-your-code-by-customizing-the-scrollbar.md)
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#### [Code Snippets](ide/code-snippets.md)
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##### [Walkthrough: Creating a Code Snippet](ide/walkthrough-creating-a-code-snippet.md)
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##### [Distribute Code Snippets](ide/how-to-distribute-code-snippets.md)
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##### [Visual C# Code Snippets](ide/visual-csharp-code-snippets.md)
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##### [Visual C++ Code Snippets](ide/visual-cpp-code-snippets.md)
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##### [Code Snippet Functions](ide/code-snippet-functions.md)
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##### [Use Surround-with Code Snippets](ide/how-to-use-surround-with-code-snippets.md)
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##### [Best Practices for Using Code Snippets](ide/best-practices-for-using-code-snippets.md)
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##### [Troubleshooting Snippets](ide/troubleshooting-snippets.md)
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##### [Code Snippets Schema Reference](ide/code-snippets-schema-reference.md)
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#### [Using the Toolbox](ide/using-the-toolbox.md)
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#### [Viewing the Structure of Code](ide/viewing-the-structure-of-code.md)
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#### [View the Structure of Code](ide/viewing-the-structure-of-code.md)
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##### [Class View and Object Browser Icons](ide/class-view-and-object-browser-icons.md)
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##### [Designing and Viewing Classes and Types](ide/class-designer/TOC.md)
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#### [Setting Bookmarks in Code](ide/setting-bookmarks-in-code.md)
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#### [Using the Task List](ide/using-the-task-list.md)
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##### [Design and View Classes and Types](ide/class-designer/TOC.md)
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#### [Set Bookmarks in Code](ide/setting-bookmarks-in-code.md)
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#### [Use the Task List](ide/using-the-task-list.md)
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#### [Find code changes and other history with CodeLens](ide/find-code-changes-and-other-history-with-codelens.md)
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##### [CodeIndex Command](ide/codeindex-command.md)
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#### [Create Item Templates](ide/how-to-create-item-templates.md)
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#### [Create Multi-file Item Templates](ide/how-to-create-multi-file-item-templates.md)
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#### [Create Web Templates](ide/how-to-manually-create-web-templates.md)
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#### [Create Starter Kits](ide/how-to-create-starter-kits.md)
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### [Template Parameters](ide/template-parameters.md)
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### [Template Schema Reference (Extensibility)](extensibility/visual-studio-template-schema-reference.md)
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### [Troubleshoot Templates](ide/how-to-troubleshoot-templates.md)
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## General User Interface Elements
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### [Call Hierarchy](ide/reference/call-hierarchy.md)
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### [Preview Changes](ide/preview-changes.md)
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### [Choose Toolbox Items, WPF Components](ide/reference/choose-toolbox-items-wpf-components.md)
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### [Code Snippet Picker](ide/reference/code-snippet-picker.md)
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### [Command Window](ide/reference/command-window.md)

‎docs/_breadcrumb/toc.yml‎

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topicHref: /visualstudio/profiling/index
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- name: Python
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topicHref: /visualstudio/overview-of-python-tools-for-visual-studio
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- name: R
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‎docs/ai/create-project-existing.md‎

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# Create an AI project from existing code
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Once you've [installed Visual Studio Tools for AI](installation.md), it's easy to bring existing Python code into a Visual Studio project.
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Once you've [installed Visual Studio Tools for AI](installation.md), it's easy to bring existing Python code into a Visual Studio project.
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> [!Important]
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1. In the **New Project** dialog, search for "**AI Tools**", select the "**From Existing Python code**" template, give the project a name and location, and select **OK**.
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![New Project from Existing Code, step 1](media\create-project-existing\new-ai-project.png)
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![New Project from Existing Code, step 1](media\create-project-existing\new-ai-project.png)
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1. In the wizard that appears, set the path to your existing code, set a filter for file types, and specify any search paths that your project requires, then select **OK**. If you don't know what search paths are, leave that field blank.
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> If your existing code is part of an Azure Machine Learning project, check the "**Is Azure Machine Learning folder**" to ensure successful conversion of important Azure Machine Learning configuration details like which Experimentation account, which Workspace, the compute contexts to use and more.
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1. If desired, run the program by pressing Ctrl+F5 or selecting **Debug > Start Without Debugging**.
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> [!div class="nextstepaction"]
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> [Tutorial: Working with Python in Visual Studio](https://docs.microsoft.com/visualstudio/python/vs-tutorial-01-00)
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> [Tutorial: Working with Python in Visual Studio](../python/tutorial-working-with-python-in-visual-studio-step-00-installation.md)
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## See Also
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- [Creating an environment for an existing Python interpreter](https://docs.microsoft.com/visualstudio/python/python-environments#creating-an-environment-for-an-existing-interpreter)
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- [Creating an environment for an existing Python interpreter](../python/managing-python-environments-in-visual-studio.md#creating-an-environment-for-an-existing-interpreter)

‎docs/ai/create-project-repo.md‎

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> If you are using Anaconda and get an error about missing numpy, you may need to change your python environment you may need to [change your python environment to use Anaconda](https://docs.microsoft.com/visualstudio/python/python-environments)
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> If you are using Anaconda and get an error about missing numpy, you may need to change your python environment you may need to [change your python environment to use Anaconda](../python/managing-python-environments-in-visual-studio.md)
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11. You can visualize the progress with TensorBoard. Right click your project and click **Run TensorBoard** then select the directory of your output TensorBoard logs.
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