Software Alternatives & Reviews

SourceTree VS neptune.ai

Compare SourceTree VS neptune.ai and see what are their differences

SourceTree logo SourceTree

Mac and Windows client for Mercurial and Git.

neptune.ai logo 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.
  • SourceTree Landing page
    Landing page //
    2023-07-23
  • neptune.ai Landing page
    Landing page //
    2023-08-24

Track and version your notebooks Log all your notebooks directly from Jupyter or Jupyter Lab. All you need is to install a Jupyter extension.

Manage your experimentation process Neptune tracks your work with virtually no interference to the way you like to do it. Decide what is relevant to your project and start tracking: - Metrics - Hyperparameters - Data versions - Model files - Images - Source code

Integrate with your workflow easily Neptune is a lightweight extension to your current workflow. Works with all common technologies in data science domain and integrates with other tools. It will take you 5 minutes to get started.

SourceTree

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SourceTree videos

SourceTree and Mercurial Version Control

More videos:

  • Review - Getting step up with git, GitBucket and SourceTree - Joomla Beat

neptune.ai videos

Machine Learning Experiment Management with Neptune.ai - How to start

Category Popularity

0-100% (relative to SourceTree and neptune.ai)
Git
100 100%
0% 0
Data Science And Machine Learning
Code Collaboration
100 100%
0% 0
Data Science Notebooks
0 0%
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 SourceTree and neptune.ai

SourceTree Reviews

Best Git GUI Clients of 2022: All Platforms Included
Sourcetree is a free Git GUI client and can work on both Windows or Mac. This tool is simple to use yet powerful, making it perfect for both beginners and advanced users. The clean and elegant interface makes it effortless and enjoyable to navigate through.
Boost Development Productivity With These 14 Git Clients for Windows and Mac
Sourcetree is a git GUI tool from the house of Atlassian, the IT tech company that also developed Bitbucket and Jira. Compared to other similar tools, Sourcetree offers a more powerful graphical user interface (GUI.)
Source: geekflare.com
Best Git GUI Clients for Windows
You can easily perform all the necessary Git-related tasks, such as cloning repositories (including the remote ones), pushing, pulling, committing, and merging changes. Both experienced users and beginners can work successfully with Sourcetree, tracking all changes, actions, and actors.
Source: blog.devart.com

neptune.ai Reviews

  1. Easy to use, not overdone, good for model management and collab

    Only negative is I didn't see it integrated with Azure, does with Google, AWS and one more. Looks real nice, and pretty powerful and plenty useful features for a data science group

Social recommendations and mentions

Based on our record, neptune.ai seems to be a lot more popular than SourceTree. While we know about 22 links to neptune.ai, we've tracked only 2 mentions of SourceTree. 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.

SourceTree mentions (2)

  • Git as a Beginner
    I think a gui will be helpful, eg bitbucket sourcetree https://sourcetreeapp.com/. Source: over 1 year ago
  • WHAT IS SOURCETREE? HOW TO INSTALL IT?
    Now Let's Download Sourcetree: Go to https://sourcetreeapp.com/ then download the installer. - Source: dev.to / over 2 years ago

neptune.ai mentions (22)

  • A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
    Neptune.ai - Log, store, display, organize, compare, and query all your MLOps metadata. Free for individuals: 1 member, 100 GB of metadata storage, 200h of monitoring/month. - Source: dev.to / 3 months ago
  • Show HN: A gallery of dev tool marketing examples
    Hi I am Jakub. I run marketing at a dev tool startup https://neptune.ai/ and I share learnings on dev tool marketing on my blog https://www.developermarkepear.com/. Whenever I'd start a new marketing project I found myself going over a list of 20+ companies I knew could have done something well to “copy-paste” their approach as a baseline (think Tailscale, DigitalOCean, Vercel, Algolia, CircleCi, Supabase,... - Source: Hacker News / 7 months ago
  • How to structure/manage a machine learning experiment? (medical imaging)
    There are a lot of tools out there for experiment tracking (eg neptune.ai), but I'm really not sure whether that sort of thing is over the top for what I need to do. Source: 8 months ago
  • How to grow a developer blog to 3M annual visitors? with Jakub Czakon (Neptune.ai)
    Welcome to another episode of The Developer-led Podcast, where we dive into the strategies modern companies use to build and grow their developer tools. In this exciting episode, we're joined by Jakub Czakon, the CMO at Neptune.ai, a startup that assists developers in efficiently managing their machine-learning model data. Jakub is renowned not only for his role at Neptune.ai but also for his developer marketing... - Source: dev.to / 8 months ago
  • [D] Is there any all in one deep learning platform or software
    Tbh I have done a pretty good search on this topic, I couldn't find any. I thought maybe community could help me find one, if people like you (who works at neptune.ai) have the same opinion then it is what it is :). Anyway thank you for the suggestions that you gave, probably gonna use that. Source: 10 months ago
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What are some alternatives?

When comparing SourceTree and neptune.ai, you can also consider the following products

GitKraken - The intuitive, fast, and beautiful cross-platform Git client.

Comet.ml - Comet lets you track code, experiments, and results on ML projects. It’s fast, simple, and free for open source projects.

GitHub Desktop - GitHub Desktop is a seamless way to contribute to projects on GitHub and GitHub Enterprise.

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.

SmartGit - SmartGit is a front-end for the distributed version control system Git and runs on Windows, Mac OS...

Weights & Biases - Developer tools for deep learning research