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Sublime Text VS Managed MLflow

Compare Sublime Text VS Managed MLflow and see what are their differences

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Sublime Text logo Sublime Text

Sublime Text is a sophisticated text editor for code, html and prose - any kind of text file. You'll love the slick user interface and extraordinary features. Fully customizable with macros, and syntax highlighting for most major languages.

Managed MLflow logo Managed MLflow

Managed MLflow is built on top of MLflow, an open source platform developed by Databricks to help manage the complete Machine Learning lifecycle with enterprise reliability, security, and scale.
  • Sublime Text Landing page
    Landing page //
    2023-07-17
  • Managed MLflow Landing page
    Landing page //
    2023-05-15

Sublime Text features and specs

  • Speed
    Sublime Text is known for its fast performance, even with very large files and heavy duty workloads, providing a smooth coding experience.
  • Customizability
    It offers extensive customization options via JSON settings files, allowing users to tailor the editor to their specific needs and preferences.
  • Package Control
    The Package Control feature allows for easy installation, management, and discovery of plugins and themes, greatly enhancing functionality.
  • Multi-Platform Support
    Available on Windows, macOS, and Linux, it enables a consistent working environment across different operating systems.
  • Multiple Selections
    Allows for simultaneous editing by making multiple text selections, which is a powerful feature for rapidly making large-scale changes.
  • Distraction-Free Mode
    Offers a distraction-free mode that lets you focus on code by providing a full-screen, minimal interface.
  • Command Palette
    Provides a command palette that gives quick access to various functionalities, making performing complex actions easier.

Possible disadvantages of Sublime Text

  • Cost
    While a free evaluation version is available, continued use requires purchasing a license, which may be a barrier for hobbyists or cash-strapped developers.
  • Limited IDE Features
    It lacks some of the advanced features found in full-fledged Integrated Development Environments (IDEs), such as robust debugging tools and integrated version control.
  • Steep Learning Curve
    The high degree of customizability can be overwhelming for beginners, requiring a significant time investment to master.
  • Plugin Dependencies
    While the extensive plugin ecosystem is an advantage, it can also lead to dependencies on third-party plugins which may not always be reliable or maintained.
  • No Real-Time Collaboration
    Unlike some modern editors, Sublime Text lacks built-in support for real-time collaboration between multiple users.
  • Occasional Plugin Conflicts
    Plugins can occasionally conflict with each other, causing unexpected behavior or performance issues.
  • Less Active Community
    Compared to some other popular editors like VSCode, the Sublime Text community is relatively smaller and less active.

Managed MLflow features and specs

  • Scalability
    Managed MLflow leverages Databricks' cloud infrastructure, allowing for seamless scaling without worrying about underlying hardware limitations.
  • Ease of Use
    The integration with Databricks provides a user-friendly interface that simplifies the process of tracking and managing machine learning models.
  • Integration
    It natively integrates with other Databricks features and tools, enhancing workflows and improving collaboration between data scientists and engineers.
  • Security
    Managed MLflow benefits from Databricks' secure environment, which includes encryption, compliance standards, and access control measures.
  • Automation
    It offers features that automate various parts of the machine learning lifecycle, such as model training and deployment, reducing manual workload.
  • Support
    As a commercial solution, Managed MLflow provides professional support and services, ensuring reliable assistance and troubleshooting.

Possible disadvantages of Managed MLflow

  • Cost
    The managed service comes with a cost, which might be significant for small teams or startups when compared to an open-source setup.
  • Vendor Lock-in
    Using a managed service ties your workflows to the Databricks ecosystem, which can complicate migrations or integrations with other platforms.
  • Customization Limitations
    While Managed MLflow provides a streamlined user experience, it might limit flexibility on customization or specific feature requirements.
  • Dependency on Internet Connectivity
    As a cloud-based service, continuous, stable internet connectivity is required, which could be a downside for certain use cases.
  • Learning Curve
    Teams unfamiliar with the Databricks environment might face a learning curve to effectively utilize all features of Managed MLflow.

Sublime Text videos

+ Add

SUBLIME TEXT REVIEW | CODE EDITOR TOOL

More videos:

  • Review - Visual Studio Code vs Sublime Text - Laravel Dev POV

Managed MLflow videos

No Managed MLflow videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to Sublime Text and Managed MLflow)

Sublime Text

Managed MLflow

Text Editors
100 100%
Text Editors
0% 0
Data Science And Machine Learning
0 0%
Data Science And Machine Learning
100% 100
IDE
100 100%
IDE
0% 0
Data Science Notebooks
0 0%
Data Science Notebooks
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Sublime Text and Managed MLflow

Sublime Text Reviews

Boost Your Productivity with These Top Text Editors and IDEs
Sublime Text is widely regarded as one of the best text editors for coding. Its speed, flexibility, and ease of use make it a favorite among developers. With a simple and intuitive user interface, Sublime Text allows you to focus on your code without distractions. It supports a wide range of programming languages and offers features like split editing, multiple selections,...
Source: convesio.com
13 Best Text Editors to Speed up Your Workflow
As for the features, Sublime Text has an advantage in that it’s extremely lightweight (low resource usage), but still keeps around some of the more advanced features you would expect out of a top text editor. The primary benefit is that Sublime Text offers shortcuts and search tools for immediately finding certain functions and making changes to multiple lines at once....
Source: kinsta.com
Top 10 Free CSV Readers in 2023!
Sublime Text: A text editor that supports multiple file formats including CSV and has powerful features for viewing and editing large CSV files.
Source: www.retable.io
Top 10 Notepad++ Alternatives for Mac in 2022
Another Notepad++ Mac alternative, Sublime Text is a good choice if you’re going for code sophistication. The tool supports a lot o programming languages and mark-ups. In addition, you can even add in plugins in order to incorporate new functions. Sublime Text can actually be downloaded for free by Mac users. A purchased version is next up after you have finished the license.
Source: www.imymac.com
What's The Best C++ IDE? Our Top C++ IDEs & Editors In 2024
Sublime Text also offers a clean and uncluttered interface, which is great for focusing on your code without unnecessary distractions. This minimalist approach is combined with powerful editing features like syntax highlighting, customizable key bindings, code folding, and an advanced search functionality.
Source: hackr.io

Managed MLflow Reviews

We have no reviews of Managed MLflow yet.
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Social recommendations and mentions

Based on our record, Sublime Text seems to be more popular. It has been mentiond 3 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Sublime Text mentions (3)

  • Want better keybinding parity between micro and Sublime Text?
    I went through the key-bindings in Micro (which use different modifier keys) and added them to Sublime Text:. - Source: dev.to / over 2 years ago
  • Trying pop os episode 1
    Oh, and sublimetext.com too if you prefer something "cleaner". It is multi-platform too, like VSCodium. Source: over 3 years ago
  • Sublime Text 3 Setup
    Sublime Text Terminal Shortcuts and menu entries for opening a terminal at the current file, or the current root project folder in Sublime Text. - Source: dev.to / about 4 years ago

Managed MLflow mentions (0)

We have not tracked any mentions of Managed MLflow yet. Tracking of Managed MLflow recommendations started around Mar 2021.

What are some alternatives?

When comparing Sublime Text and Managed MLflow, you can also consider the following products

VS Code - Build and debug modern web and cloud applications, by Microsoft

Algorithmia - Algorithmia makes applications smarter, by building a community around algorithm development, where state of the art algorithms are always live and accessible to anyone.

Vim - Highly configurable text editor built to enable efficient text editing

Weights & Biases - Developer tools for deep learning research

Notepad++ - A free source code editor which supports several programming languages running under the MS Windows environment.

neptune.ai - Neptune brings organization and collaboration to data science projects. All the experiement-related objects are backed-up and organized ready to be analyzed and shared with others. Works with all common technologies and integrates with other tools.

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