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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.

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

If you’re a Researcher
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 Engineer
You must work hand in glove with researchers to avoid messy model handovers.
If you’re a 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 in a shared table via Neptune’s web app. Query or download metadata whenever you need.

1

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

2

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

3

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

4

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

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icon 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.

icon 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.

icon Customized UI views

Make informed decisions about your data, faster

Customize columns, change their names, and filter data to create table views that cater to the specific needs of your team. 

Combine different visualizations, only those that matter to you most, to build Dashboards and Reports tailored to your role or project.

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

Boost your productivity with better collaboration

(Like these companies)

Nicola Lopez Carranza
Nicola Lopez Carranza DeepChain and BioAI Lead at 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.
Eugene Bulog
Eugene Bulog Research Team Lead at ZOZO New Zealand
We’ve got a few teams across different countries and different time zones and prior to Neptune, we were just shipping each other zips of like TensorBoard logs, so being able to see it all in space and it’s all just logged to the central area is really great and has helped us compare our results a lot faster and a lot more efficiently.
Fabio Fonseca Data Scientist at Marcura
For me, the killer feature in Neptune is the ability to create custom dashboards. Without this feature, I wouldn’t be able to leverage my work effectively or communicate my simulations with Developers, the Analytics team, and business stakeholders without any hassle.

The key to growing your ML projects is effective collaboration

Get it, with Neptune.