Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with fedavg
A curated list of projects in awesome lists tagged with fedavg .
https://github.com/securefederatedai/openfl
An open framework for Federated Learning.
collaborative-learning deep-learning distributed-computing distributed-learning fedavg fedcurv federated-analytics federated-deep-learning federated-learning federated-learning-framework fedopt fedprox keras-federated-learning machine-learning openfl privacy-preserving-machine-learning python pytorch-federated-learning secure-computation tensorflow-federated-learning
Last synced: 31 Oct 2024
https://github.com/lishenghui/blades
Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning
byzantine-fault-tolerance distributed-systems fedavg federated federated-learning federated-learning-framework federated-learning-simulator model-poisoning-attack robust-federated-learning robust-machine-learning robust-optimization
Last synced: 20 Dec 2024
https://github.com/tanyuqian/redco
NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
differential-privacy diffusion-models distributed-training fedavg federated-learning flan-t5-xxl gemma image-captioning jax large-language-models llama maml meta-learning mixed-precision mlsys model-parallelism ppo reinforcement-learning seq2seq stable-diffusion
Last synced: 15 Dec 2024
https://github.com/alexbie98/fedavg
PyTorch implementation of federated learning on MNIST
fedavg federated-learning mnist pytorch
Last synced: 18 Dec 2024
https://github.com/mounishvatti/fedcustom
Comparing centralised machine learning and federated learning using flower framework. Building a custom strategy over the base FedAvg called FedCustom which has a higher learning rate and several other hyper parameters to increase the accuracy.
cnn decentralized fedavg federated-learning flower hypertuning jupyter-notebook logistic-regression machine-learning python
Last synced: 15 Nov 2024
