EvoFed ~ Evolutionary Federated Learning

Setup

pip install -U "jax[cuda12]" chex flas tensorflow_datasets tensorflow wandb numpy tqdm

Name	Name	Last commit message	Last commit date
Latest commit mahi97 Update README.md Oct 23, 2024 cd2cea5 · Oct 23, 2024 History 26 Commits
backprop	backprop	fix issues	Oct 23, 2024
configs	configs	fix issues	Oct 23, 2024
evosax	evosax	fix issues	Oct 23, 2024
utils	utils	fix issues	Oct 23, 2024
.gitignore	.gitignore	init	Aug 23, 2023
README.md	README.md	Update README.md	Oct 23, 2024
args.py	args.py	fix issues	Oct 23, 2024
bp.py	bp.py	add backprop exe	Aug 24, 2023
es_vision.py	es_vision.py	add ES for many clients	Aug 24, 2023
es_vision_single.py	es_vision_single.py	add ES for vision single client	Aug 24, 2023
evofed.py	evofed.py	fix issues	Oct 23, 2024
evofed_parallel.py	evofed_parallel.py	add evofed with parallel clients in multiple GPU	Aug 24, 2023
evofed_partitioning.py	evofed_partitioning.py	fix issues	Oct 23, 2024
fedavg.py	fedavg.py	add fedavg	Aug 24, 2023
fedavg_quantization.py	fedavg_quantization.py	add fedavg quantization	Aug 24, 2023
fedavg_sparse.py	fedavg_sparse.py	add fedavg sparse	Aug 24, 2023
pbge.py	pbge.py	add single client PBGE	Aug 24, 2023
pbge_partitioning.py	pbge_partitioning.py	add single client PBGE with partitioning	Aug 24, 2023
quantization.py	quantization.py	add BP with quent	Aug 24, 2023
requirements.txt	requirements.txt	add req	Oct 23, 2024
setup.py	setup.py	add setup.py	Aug 24, 2023
sparsification.py	sparsification.py	add BP with sparse	Aug 24, 2023
utils.py	utils.py	add utils.py	Aug 24, 2023