Software Alternatives, Accelerators & Startups

Iterative.ai VS GitHub

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

Iterative.ai logo Iterative.ai

Iterative removes friction from managing datasets and ML models and introduces seamless data scientists collaboration.

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 Landing page
    Landing page //
    2023-08-18
  • GitHub Landing page
    Landing page //
    2023-10-05

GitHub

Website
github.com
$ Details
Release Date
2008 January
Startup details
Country
United States
State
California
Founder(s)
Chris Wanstrath
Employees
500 - 999

Iterative.ai videos

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

GitHub videos

How to do coding peer reviews with Github

More videos:

Category Popularity

0-100% (relative to Iterative.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 Iterative.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 Iterative.ai and GitHub

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

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 Iterative.ai. While we know about 2063 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.

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 / over 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: over 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

GitHub mentions (2063)

  • Heroku Reviews Apps prevent delivering bugs on production
    Review Apps run the code in any GitHub PR in a complete, disposable Heroku application. Review Apps each have a unique URL you can share. It’s then super easy for anyone to try the new code. - Source: dev.to / 1 day ago
  • The Ultimate beginners guide to open source – part 2: ways to find open source projects to contribute to
    Third way: go to github.com, click on filter, and then select repositories and recommendations. GitHub will recommend repositories that they think you will be interested in. If you also select repository activity, you will be able to see what the people you follow on GitHub are contributing to, and you can then check out those projects. - Source: dev.to / 5 days ago
  • Cargo Actions: An efficient tool for managing and creating GitHub Actions workflow templates
    Create a project using the GitHub repository URL, and you can omit the https://github.com/ prefix. By default, the workflow template in https://github.com/yexiyue/cargo-actions will be used. - Source: dev.to / 7 days ago
  • Staying Up-to-Date with the Latest AI Developments and Trends
    . Kaggle: For competitions and datasets. . GitHub: For open source projects and collaboration. . Colab: Google’s platform for building and sharing machine learning models. - Source: dev.to / 9 days ago
  • GitHub Basics: Creating Repository and Maintaining It
    Creating a new repository from the web UI Step 1-; If you don’t have a GitHub account, go to https://github.com/ and sign up. Once you have GitHub account, In the upper-right corner of any page, select + sign and click it. - Source: dev.to / 10 days ago
View more

What are some alternatives?

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

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.

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

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.

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

MCenter - Machine Learning Operationalization

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