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  1. Stackups
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  4. Text Editor
  5. DVC vs Visual Studio Code

DVC vs Visual Studio Code

OverviewComparisonAlternatives

Overview

Visual Studio Code
Visual Studio Code
Stacks186.5K
Followers169.1K
Votes2.3K
GitHub Stars178.2K
Forks35.9K
DVC
DVC
Stacks57
Followers91
Votes2
GitHub Stars15.1K
Forks1.3K

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Detailed Comparison

Visual Studio Code
Visual Studio Code
DVC
DVC

Build and debug modern web and cloud applications. Code is free and available on your favorite platform - Linux, Mac OSX, and Windows.

It is an open-source Version Control System for data science and machine learning projects. It is designed to handle large files, data sets, machine learning models, and metrics as well as code.

Combines UI of a modern editor with code assistance and navigation; Integrated debugging experience
Git-compatible; Storage agnostic; Reproducible; Low friction branching; Metric tracking; ML pipeline framework; Language- & framework-agnostic; HDFS, Hive & Apache Spark; Track failures
Statistics
GitHub Stars
178.2K
GitHub Stars
15.1K
GitHub Forks
35.9K
GitHub Forks
1.3K
Stacks
186.5K
Stacks
57
Followers
169.1K
Followers
91
Votes
2.3K
Votes
2
Pros & Cons
Pros
  • 341
    Powerful multilanguage IDE
  • 310
    Fast
  • 194
    Front-end develop out of the box
  • 158
    Support TypeScript IntelliSense
  • 142
    Very basic but free
Cons
  • 46
    Slow startup
  • 29
    Resource hog at times
  • 20
    Poor refactoring
  • 14
    Poor UI Designer
  • 11
    Weak Ui design tools
Pros
  • 2
    Full reproducibility
Cons
  • 1
    Doesn't scale for big data
  • 1
    Requires working locally with the data
  • 1
    Coupling between orchestration and version control
Integrations
No integrations available
Google Cloud Storage
Google Cloud Storage
Amazon S3
Amazon S3
Google Drive
Google Drive
PyTorch
PyTorch
Git
Git
GitLab
GitLab
GitHub
GitHub
Python
Python
Julia
Julia
TensorFlow
TensorFlow

What are some alternatives to Visual Studio Code, DVC?

Git

Git

Git is a free and open source distributed version control system designed to handle everything from small to very large projects with speed and efficiency.

Sublime Text

Sublime Text

Sublime Text is available for OS X, Windows and Linux. One license is all you need to use Sublime Text on every computer you own, no matter what operating system it uses. Sublime Text uses a custom UI toolkit, optimized for speed and beauty, while taking advantage of native functionality on each platform.

Atom

Atom

At GitHub, we're building the text editor we've always wanted. A tool you can customize to do anything, but also use productively on the first day without ever touching a config file. Atom is modern, approachable, and hackable to the core. We can't wait to see what you build with it.

Vim

Vim

Vim is an advanced text editor that seeks to provide the power of the de-facto Unix editor 'Vi', with a more complete feature set. Vim is a highly configurable text editor built to enable efficient text editing. It is an improved version of the vi editor distributed with most UNIX systems. Vim is distributed free as charityware.

Notepad++

Notepad++

Notepad++ is a free (as in "free speech" and also as in "free beer") source code editor and Notepad replacement that supports several languages. Running in the MS Windows environment, its use is governed by GPL License.

Emacs

Emacs

GNU Emacs is an extensible, customizable text editor—and more. At its core is an interpreter for Emacs Lisp, a dialect of the Lisp programming language with extensions to support text editing.

Brackets

Brackets

With focused visual tools and preprocessor support, it is a modern text editor that makes it easy to design in the browser.

Neovim

Neovim

Neovim is a project that seeks to aggressively refactor Vim in order to: simplify maintenance and encourage contributions, split the work between multiple developers, enable the implementation of new/modern user interfaces without any modifications to the core source, and improve extensibility with a new plugin architecture.

Mercurial

Mercurial

Mercurial is dedicated to speed and efficiency with a sane user interface. It is written in Python. Mercurial's implementation and data structures are designed to be fast. You can generate diffs between revisions, or jump back in time within seconds.

VSCodium

VSCodium

It is a community-driven, freely-licensed binary distribution of Microsoft’s editor VSCode.

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