[ENTRY] geflo

[moskalyk]

Team Name:

geflo

Project Description:

geflo is a program & cli to aid those in decentralized cognitive research. It consists of 2 main components:

Model: a multi class variational classifier to categorize fNIRS brain headset data from 3 different session variants
Market: saves the weights to be transferred to perform model tuning on additional private datasets, a type of transfer learning
The cli gives a user the ability to interact with models by purchasing those that are pre-trained from a market stored on the blockchain, possibly mix in pricing in the future.

With these 2 pieces: computation & parameter sharing, the hope is that this pipeline can be applied to various different use cases that require a pre-trained model of cognitive data (e.g. chemistry, etc.)

Presentation:

https://github.com/deep6org/geflo/blob/master/README.md

Source code:

https://github.com/deep6org/geflo

[co9olguy]

Thanks for the submission! We hope you have enjoyed participating in QHack 😃

We will be assessing the entries and contacting the winners separately. Winners will be publicly announced sometime in the next month.

We will also be freezing the GitHub repo as we sort through the submitted projects, so you will not be able to update this submission.