ML team collaboration

Scaling your models in a word: Collaboration

Your team is growing. Your ability to compare results,
track progress, and communicate easily with your team
— is not. What you need, is a simple way to collaborate.
What you need, is Neptune.

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When collab gets complicated…
…progressing with ML projects gets problematic

If you’re a Data Scientist

You want an efficient way to share results and get feedback from your team so you can refine your work, fast.

If you’re an ML Engineer

You must work hand in glove with data scientists to avoid messy model handovers.

If you’re an ML Team Lead

You’d love a central space for reviewing your team’s progress to ensure you hit your deployment deadlines.

Meet your centralized experiment tracker

It’s time to put your whole team on the same page

Log all your model metadata via Neptune’s API. Access all your experiments and models in a shared table via Neptune’s web app. Query or download metadata whenever you need.

See your latest results and model iterations. Dynamically updated in one place. In real time.

Analyze results. Compare model performances. Brainstorm improvements. All in the same environment.

Share your work. Provide feedback. And validate results. Easily.

Identify unsuccessful experiments. Share best practices. So you can stop wasting time on bad iterations. For good.

Saved table views

Make informed decisions about your data, faster

Customize table columns, names, and colors to create views that cater to the specific needs of your team.

Whatever your role, saved table views make it easy to see the metrics and results that matter to you most.

Stop sifting through all your experiments during your review meetings. Jump straight to the most relevant views instead.

See example in the app

Persistent UI links

Never search for another screenshot

Persistent UI links let your distributed team access the same content in real-time. So you can discuss results and get feedback faster — without wasting time explaining how to see certain views. Or finding the right screenshot.

To keep a record of your discussions, simply embed the links in your product docs, emails, or chat.

Here’s an example of a persistent link

User access management

Organize your projects how you please

Keep your projects and data secure by filtering access based on role — including admin, owner, contributor, or view-only. And authorize users for whole workspaces or single projects only.

For cross-team collaboration, simply add your colleagues to your projects with the click of a button.

See more in the docs

Boost your productivity with better collaboration

(Like these companies)

Nicola Lopez Carranza DeepChain and BioAI Lead @InstaDeep

We use Neptune every day because sharing and discussing results is a big part of what we do. The team’s productivity increased for this reason.

James Tu Research Scientist @Waabi

We now use Neptune for experiment tracking in almost all our projects. We love that all our experiments are available for everyone in the organization to view. It’s easy to reference experimental runs and share results.

Maciej Bartczak Research Lead @Banacha Street

Neptune makes it easy to share results with my teammates. I send them a link and tell them what to look at. Or I build a view on the experiments dashboard. I don’t need to generate it by myself. And everyone in my team has access to it.