Software Alternatives & Reviews

neptune.ai VS GitHub

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

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.

GitHub logo GitHub

Originally founded as a project to simplify sharing code, GitHub has grown into an application used by over a million people to store over two million code repositories, making GitHub the largest code host in the world.
  • 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.

  • GitHub Landing page
    Landing page //
    2023-10-05

neptune.ai videos

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

GitHub videos

How to do coding peer reviews with Github

More videos:

Category Popularity

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

User comments

Share your experience with using neptune.ai and GitHub. For example, how are they different and which one is better?
Log in or Post with

Reviews

These are some of the external sources and on-site user reviews we've used to compare neptune.ai and GitHub

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

GitHub Reviews

  1. perfect 4 open Source

Let's Make Sure Github Doesn't Become the only Option
In GitHub’s early days, picking a single version control system could have legitimately been a way to focus the product. GitHub is big enough now that they could dedicate some time toward exploring other tools. But it’s not really GitHub’s job to do this. GitHub’s job is to make Microsoft money. Features that improve the lives of developers are incidental.
8 Best Replit Alternatives & Competitors in 2022 (Free & Paid) - Software Discover
Github is where over 73 million developers shape the future of software, together. Contribute to the open source community, manage your git repositories, review code like a pro, track bugs and features, power your CI/CD and DevOps workflows, and secure code before you commit it. Github: Where the world builds software · github.
Best Git GUI Clients of 2022: All Platforms Included
If your remote repository is at GitHub, then this tool will be the most useful for you. The software is basically an extension of your work-flow in GitHub. By simply login in using your GitHub account, you can start working on your repositories.
What is Artifactory?
GitHub has an impressive resume. They established the industry standard for source code collaboration tools, and GitHub's Version Control System, or VCS, may already be a key component of your development process. GitHub, which is now owned by Microsoft, is used by developers and, increasingly, operations, thanks to modern GitOps methods. With GitHub Actions for CI/CD and...
Ten Best SonarQube alternatives in 2021
GitHub is how humans build software programs. Thousands and thousands of individuals and businesses around the sector use GitHub to discover, percentage and contribute to software—from video games and experiments to famous frameworks and leading programs.
Source: duecode.io

Social recommendations and mentions

Based on our record, GitHub seems to be a lot more popular than neptune.ai. While we know about 2041 links to GitHub, we've tracked only 22 mentions of neptune.ai. 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.

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 / 9 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
View more

GitHub mentions (2041)

  • A Beginner's Guide to Front-End Development
    Learn version control and push your projects to Github, an open-source version control software that lets multiple people make separate changes to web pages at the same time. - Source: dev.to / 3 days ago
  • Implementing 3D Graphics in React
    What is 3D Rendering? 3D rendering is the process of using data and models to represent a three-dimensional interface or surface. Its use is to create scenes, vectors, graphics, and planes that look like real-world scenarios. Its use is in game creation and most engineering fields for simulation. Some new website UI now incorporates animations and 3D graphics to make the website look nice. For example, on GitHub,... - Source: dev.to / 4 days ago
  • End-to-end MLOps CI/CD pipeline with Harness and AWS
    GitHub Repository URL: Enter the URL to your fork of the demo repo, such as https://github.com/:gitHubUsername/mlops-creditcard-approval-model. - Source: dev.to / about 1 month ago
  • Level Up Your Projects with GitHub Actions & CI/CD
    GitHub, as one of the leading web-based Git repository hosting service, provides a powerful suite of CI/CD tools in the form of GitHub Actions. These are directly integrated into the platform which empowers developers to increase the speed, efficiency and reliability of delivering products. In this brief article, we will take a look at what CI/CD is, why we should use it, as well as some of its applications in my... - Source: dev.to / 10 days ago
  • Version Control: Git Basics
    Head over to the GitHub website by clicking here, and register for an account. - Source: dev.to / 11 days ago
View more

What are some alternatives?

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

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

GitLab - Create, review and deploy code together with GitLab open source git repo management software | GitLab

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.

BitBucket - Bitbucket is a free code hosting site for Mercurial and Git. Manage your development with a hosted wiki, issue tracker and source code.

Weights & Biases - Developer tools for deep learning research

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