General Examples

General-purpose and introductory examples to the LEAF framework.

Twitter Sentiment Analysis

Investigate the effect of varying the minimum number of samples per user (for training) on model accuracy when training using FedAvg algorithm.

Systems Resource Requirement Analyses [FEMNIST]

Investigate the systems budget (in terms of compute [number of FLOPs] and network bandwidth) required to achieve an accuracy of 75% on FEMNIST dataset using both minibatch SGD and FedAvg