Software Alternatives & Reviews

GitHub VS Iterative.ai

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

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.

Iterative.ai logo Iterative.ai

Iterative removes friction from managing datasets and ML models and introduces seamless data scientists collaboration.
  • GitHub Landing page
    Landing page //
    2023-10-05
  • Iterative.ai Landing page
    Landing page //
    2023-08-18

GitHub videos

How to do coding peer reviews with Github

More videos:

Iterative.ai videos

Reimagining DevOps for ML by Elle O'Brien, Iterative.ai

Category Popularity

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

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

Iterative.ai Reviews

  1. Rare

    The people at iterative.ai are special.

    Its hard to describe quickly, but if you're a potential client or employee--you could easily go your entire career unaware that groups like this exist.

    Their tools (like DVC) are exceptional, but I write this review because one need only interact with the people there to understand why they're execptional.

    The culture there is one that can only exist when the founding talent is top-tier. The experience you'll have, though, is so much more than that.

    Recommend whole-heatedly.

    👍 Pros:    Constantly improving|Quality|Community

Social recommendations and mentions

Based on our record, GitHub seems to be a lot more popular than Iterative.ai. While we know about 2043 links to GitHub, we've tracked only 6 mentions of Iterative.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.

GitHub mentions (2043)

  • Open Source Essentials : Mastering Git, GitHub, Issues, and Best Practices for Beginners
    There is no setup, all you need to do is navigate to https://github.com and create an account if not already. - Source: dev.to / 5 days ago
  • Understanding WebSocket and creating from Scratch with JavaScript
    The code for this WebSocket server is available on my GitHub repository: mayank-sahai/socket-js (github.com). - Source: dev.to / 5 days ago
  • 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 / 8 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 / 8 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 2 months ago
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Iterative.ai mentions (6)

  • Work with Google Drive files locally
    PyDrive2 is am open-source python package maintained by the awesome people at Iterative. And it is very easy to install:. - Source: dev.to / about 1 year ago
  • Any MLOps platform you use?
    These three are made by Iterative.ai, and seem like very clean implementations of MLOps tooling - especially if you aren't dealing with massive data. https://iterative.ai/. Source: about 1 year ago
  • How does your data science team collaborate?
    For what it's worth. (Full disclosure: I'm the community manager at Iterative (DVC,et.al.) Just wanted to make you aware of our online course (free) that we created specifically for Data Scientists (https://learn.iterative.ai). We know that bridging the gap between prototype to production/ jupyter notebook to reproducible/software engineering compatible, is a challenge. That's why we created the course. To also... Source: almost 2 years ago
  • Advice about Infra and IaC
    What do you think of iterative.ai tools like dvc or cml? I have no direct experience, but I am looking at setting up something similar to what you need for a personal project. Source: almost 2 years ago
  • TPI - Terraform provider for ML/AI & self-recovering spot-instances
    Hey all, we (at iterative.ai) are launching TPI - Terraform Provider Iterative https://github.com/iterative/terraform-provider-iterative. Source: about 2 years ago
View more

What are some alternatives?

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

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.

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.

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

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.