What are the best machine learning IDEs?

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Jan 18, 2021

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2 Options Considered

Best machine learning IDEs	Price	Platforms	License
-- Visual Studio Code	FREE	Windows, macOS, Linux	MIT, Proprietary (official builds)
-- Pycharm EDU	-	-	-

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score 1 · Answer 1

Visual Studio Code

Top Pro

Integrated debugging

VSC includes debugging tools for Node.js, TypeScript, and JavaScript. See More

Top Con

The autocomplete and code check is not as powerful as the one on WebStorm

Sometimes it doesn't tell you if you made a typo in a method name or if a method is not used and several other important features. See More

Specs

Platforms:Windows, macOS, Linux

License:MIT, Proprietary (official builds)

Multi Language Support:Yes

Cross Platform:Yes

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Top Pro

JavaScript IntelliSense support

JavaScript IntelliSense allows Visual Studio Code to provide you with useful hints and auto-completion features while you code. See More

Top Con

Project search limits results

Because file search is so slow your results are limited in order to simulate a faster search. See More

Top Pro

Embedded Git control

Visual Studio Code has integrated Git control, guaranteeing speed, data integrity, and support for distributed, non-linear workflows. See More

Top Con

Very bad auto import

Top Pro

TypeScript integration

There is very solid TypeScript integration in Visual Studio Code. Both are developed by Microsoft and VSC itself is written in TypeScript. See More

Top Con

Embedded Git isn't powerful enough

You can do nothing but to track changes, stage them and commit. No history, visualization, rebasing or cherry-picking – these things are left to git console or external git client. See More

Top Pro

Extendable through plug-ins

Visual Studio Code comes fairly complete out of the box, but there are many plug-ins available to extend its functionality. See More

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score 1 · Answer 2

Pycharm EDU

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What are the best machine learning IDEs?

2 Options Considered

Visual Studio Code

My Recommendation for Visual Studio Code

My Recommendation for Visual Studio Code

Integrated debugging

The autocomplete and code check is not as powerful as the one on WebStorm

JavaScript IntelliSense support

Project search limits results

Embedded Git control

Very bad auto import

TypeScript integration

Embedded Git isn't powerful enough

Extendable through plug-ins

Pycharm EDU

My Recommendation for Pycharm EDU

My Recommendation for Pycharm EDU

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