About ML Collective

We're a non-profit research collective opening machine learning research to anyone with the curiosity to do it. No application. No affiliation. Just a global home for researchers, mentors, and the work they make together.

Our Story

Born inside a lab, built for everyone.

ML Collective was born from Deep Collective, a research group founded by Jason Yosinski and Rosanne Liu at Uber AI Labs in 2017, built to foster open research collaboration and free sharing of ideas. In 2020 the group moved outside Uber and became ML Collective.

Rosanne Liu
Rosanne Liu
Co-founder & Research Scientist

Research scientist; co-founded MLC to make research collaboration open to anyone.

Jason Yosinski
Jason Yosinski
Co-founder & Research Scientist

Research scientist; co-founded MLC after building Deep Collective at Uber AI Labs.

Mission

Research, more like art.

We facilitate open collaboration and free mentorship for anyone with AI/ML research passion. We believe research should be more like art — researchers should freely seek opportunities to grow, like actors going to auditions.

Radically Open

Anyone can join, contribute, and learn — no application or affiliation required.

Non-Hierarchical

Researchers collaborate as peers. No gatekeepers, no rigid reporting lines.

Non-Profit

We exist to serve the community. No fees, no ads, no commercial interests.

By the Numbers

A collective at scale.

5,000+
Active Researchers
450+
Papers All-Time
60+
Countries
$2M+
Compute Grants
Get Involved

Two ways to be part of it.

Join us on Discord

Connect with researchers, join study groups, and find collaborators.

Support ML Collective

A 501(c)(3) non-profit — donations fund compute grants and stipends.

FAQ

Frequently asked questions

ML Collective is a non-profit research organization and a global community of researchers who share a passion for machine learning. The word 'collective' reflects our belief that research is best done together — across institutions, time zones, and career stages.

Ready to join the collective?