Owner

FedML-AI

8 indexed repositories · View on GitHub

FedML
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a ...

Python · 4065 stars
FedNLP
FedNLP: An Industry and Research Integrated Platform for Federated Learning in Natural Language Processing, Backed by FedML, Inc. The Pre...

223 stars
FedGraphNN
FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR...

184 stars
FedCV
FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks

66 stars
SpreadGNN
SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.

Python · 50 stars
FedIoT
Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.

44 stars
FedML-Mobile
FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)

Java · 25 stars
doc.fedml.ai

Shell · 1 star

Open All

How to know the amount of data transported in simulation? Open

enhancement

FedML-AI/FedML#401 · 2 comments · 0 reactions · 3 assignees · Indexed Sep 15, 2026
OverflowError when use fednlp to train model. Open

bug help wanted research-projects

FedML-AI/FedML#453 · 3 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Does vertical federated learning of FedML support users to develop deep learning models? Open

enhancement TODO features

FedML-AI/FedML#475 · 5 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
Bugs when using seq2seq in fednlp. Open

hotfix

FedML-AI/FedML#476 · 12 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Error when running torch_fedavg_mnist_lr_one_line_example.py Open

hotfix question

FedML-AI/FedML#480 · 5 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
How to customize the federated learning algorithm? Open

question

FedML-AI/FedML#482 · 6 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Uploading two Vertically Partitioned Data for Vertical Learning? Open

enhancement question TODO features

FedML-AI/FedML#487 · 0 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
error with mpi simulation Open

bug help wanted

FedML-AI/FedML#504 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Is the MLOps Platform open source? Or can I run the platform on my own server? Open

help wanted question

FedML-AI/FedML#522 · 3 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
fedcv no test code? Open

question research-projects TODO features

FedML-AI/FedML#564 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
error with mpi fedavg test Open

help wanted hotfix

FedML-AI/FedML#577 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Error owith mpirun & rank 0 & exited on signal 11 Open

bug

FedML-AI/FedML#588 · 1 comment · 0 reactions · 2 assignees · Indexed Sep 15, 2026
ModuleNotFoundError: No module named 'fedml.simulation.sp.mime' Open

bug help wanted

FedML-AI/FedML#591 · 7 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
[fednlp]when run "bash run_simulation.sh 5" , error "MPI_ABORT was invoked on......." Open

help wanted question research-projects

FedML-AI/FedML#594 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Cross-Silo Horizontal Loading all datasets to all clientes Open

question

FedML-AI/FedML#597 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Error occured when trying to run FedCV-objectdetection-MPI: bash run_simulation.sh [CLIENT_NUM] Open

help wanted question research-projects

FedML-AI/FedML#601 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
[FedML Beehive] No examples/edge SDK for embedded Linux Open

help wanted question

FedML-AI/FedML#609 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Federated Learning android sample app not working Open

help wanted question

FedML-AI/FedML#613 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Cannot handle connection ready Open

help wanted question

FedML-AI/FedML#623 · 11 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
the aggregator.test in fediot is not defined Open

bug TODO features

FedML-AI/FedML#633 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
MLOps Beehive stuck in server_runner.py Open

help wanted question

FedML-AI/FedML#636 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Macos failed to execute mnist oneline example Open

help wanted question

FedML-AI/FedML#648 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
fedgraphnn only support MPI? Open

help wanted question research-projects

FedML-AI/FedML#649 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
How do different algorithms work? Open

help wanted question

FedML-AI/FedML#660 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
How to run hierarchical_fedavg_mnist_lr_example on Raspberry Pi 4 Open

help wanted question

FedML-AI/FedML#662 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
where is the test_arm_android_64.sh in fedmlsdk MobileNN? Open

help wanted question

FedML-AI/FedML#681 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
(fednlp)The client_num_in_total which I set in fedml_config.yaml doesn't work Open

help wanted question

FedML-AI/FedML#695 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
What is the function, def load_synthetic_data(args), used for? Open

help wanted question

FedML-AI/FedML#726 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Segmentation fault (signal 11) in FedNLP Open

bug help wanted research-projects

FedML-AI/FedML#727 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Can't see logs on my local machine Open

help wanted question

FedML-AI/FedML#732 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
[windows] fedml login failed on windows Open

bug

FedML-AI/FedML#775 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
[exception] [communication] mqtt connection timeout error Open

bug

FedML-AI/FedML#777 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 15, 2026
[ubuntu] errors after "fedml login 302 -s" on Ubuntu 20.04 Open

bug

FedML-AI/FedML#778 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
[GPU] CUDA error: when some use CPU and some use GPU, CUDA tensor will not match Open

bug

FedML-AI/FedML#779 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
julia support Open

enhancement question TODO features

FedML-AI/FedML#782 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Failed to install FedML with `pip3` on M1 Mac due to `Getting requirements to build wheel did not run successfully` Open

enhancement help wanted question

FedML-AI/FedML#790 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
A bug encountered when using fed_cifar100 in centralized settings. Open

help wanted

FedML-AI/FedML#805 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Hierarchical server stuck in a loop after finishing the communication rounds. Open

help wanted question

FedML-AI/FedML#810 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
There is a new bug encountered recently when I run a server in Cross_silo: Open

bug

FedML-AI/FedML#812 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
[FedML HE] "Is the reason homomorphic encryption algorithms are time-consuming for deep learning because deep learning models have too many parameters and these parameters also need to be encrypted?" Open

help wanted question

FedML-AI/FedML#813 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
[CoreEngine/MLOps][FedML OSS] FedML client (python/android/JS) should support private deployment (S3); add a configuration argument in fedml_config.yaml Open

enhancement help wanted

FedML-AI/FedML#815 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
How to use Dockerfile to build a Linux-based Docker container? Open

help wanted question

FedML-AI/FedML#868 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
ValueError: too many values to unpack (expected 2) Open

bug help wanted

FedML-AI/FedML#869 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
TypeError: tuple indices must be integers or slices, not str FedAVGAggregator.py Open

bug help wanted

FedML-AI/FedML#882 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
How to configure wandb on MLOps platform? Open

help wanted question

FedML-AI/FedML#968 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
About data Open

FedML-AI/FedGraphNN#5 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
[Missing file] No module named 'training.subgraph_level.fed_subgraph_rel_trainer' Open

FedML-AI/FedGraphNN#7 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
About the missing code Open

FedML-AI/FedGraphNN#8 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Cannot load "ciao" and "epinions" datasets Open

FedML-AI/FedGraphNN#10 · 1 comment · 4 reactions · 0 assignees · Indexed Sep 15, 2026
The distributed experiment was stuck after creating model done Open

FedML-AI/FedGraphNN#12 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026

Showing the newest 100

This page lists what was indexed most recently. Advanced filter has the whole inventory, narrowed by language, difficulty and how long a task takes.

Open advanced filter

FedML-AI

Showing the newest 100

Get new issues in your inbox