Other Projects
The goal of our research is to improve the usability of modern machine learning platforms. We tackle different aspects of this fundemental and emerging problem: from speed & scalability, automation, to process management and human interaction. We tackle each aspect with one umbralla system, which is often a collaborative efforts involving multiple DS3Lab members and (international) collaborators.
- Ease.ml: End-to-end Process Management for Machine Learning
- Zip.ml: Eco-system Friendly Scalable Learning w/ Modern Hardware
- Passive.ml: Observational & Passive Supervision
- sh¡ft!: Transfer Learning-Centric ML Platform