disco
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epfml
Decentralized & federated privacy-preserving ML training, using p2p networking, in JS
document for us internally the key metrics for some of the standard tasks (e.g. titanic), and test those by hand before/after changes which could affect it. can be done by...
Suggested by @Saipraneet on [FeAI](https://github.com/epfml/FeAI/issues/3) Can we add some functionality at the server level to do hyper-parameter search as well? This I think is quite useful and necessary. Essentially, the...
Need to add data validation and shuffling to the data loader. (only inside each local client data, not between clients that is) - [x] Update the return type of `load`...
As suggested by @iglobalhealth, it would be great for the validation panel to display other metrics than the accuracy.
Some users may be apprehensive to start using DISCO without first seeing how/if it works. **A TUTORIAL IS NEEDED** A pre-recorded tutorial video on an example task is a good...
currently, common browser extensions bringing dark themes to websites work particularly well on disco yet, a few cosmetic changes remain to be done: - white text/SVGs should instead be transparent...
When a user chooses dark theme some texts become invisible. Image background colors and text colors needs to be compatible with the theme change.
Server communication HTTP vs Web sockets Should we keep HTTP or move to Web sockets? The benefit of Web sockets is that we can easily push data from server to...
summary issue for supporting personalization (both for decentralized and federated) each task description should include a flag if that task is meant to use or allow personalization. (for algorithms such...