Skip to content
No description, website, or topics provided.
Branch: master
Clone or download
#5 Compare This branch is 463 commits ahead of florian:master.
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
.circleci
dist
docs
schemas
src
test
.babelrc
.eslintignore
.eslintrc.js
.gitignore
LICENSE
README.md
karma.conf.js
package-lock.json
package.json
run-firefox.js
web-ext-config.js

README.md

Federated Learning v2 - Study Add-On

CircleCI badge Coverage Status

Federated Learning is a subarea of machine learning where the training process is distributed among many users. Instead of sharing their data, users only have to provide weight updates to the server.

This is the second draft of a Firefox add-on study that implements the client-side part of a Federated Learning system. Every time users perform searches in the awesome bar, the model's predictions are compared to the actual user behaviour and frecency weight updates are computed. These updates are collected using Telemetry.

Seeing the add-on in action

See TESTPLAN.md for more details on how to get the add-on installed and tested.

Data Collected / Telemetry Pings

See TELEMETRY.md for more details on what pings are sent by this add-on.

Analyzing data

Telemetry pings are loaded into S3 and re:dash. Sample query:

Improving this add-on

See DEV.md for more details on how to work with this add-on as a developer.

References

Version 2

Version 1

You can’t perform that action at this time.