DeepFuse

Inspiration

I collaborated with biologists in an ML project and realized how difficult it is to collect data or ask for data from others. It appears to me most experimental data are sparse and also expensive to collect, using these data is also subject to regulations. I am tempting to start a platform where collaboration can be made without sharing raw data.

What it does

DeepFuse is a machine learning platform that can train models collaboratively while maintain the data privacy, in other words, others have no access to your data but together a better model is built. This is achieved by having an open algorithm with shared model.

Built With

• python