Issues

• Cannot use FLamby with recent MONAI package

  owkin/FLamby#308 · Filter by author ybouilla opened on Sep 1, 2025
  2

• RuntimeError: Discrete mean differs significantly from continuous mean.

  owkin/FLamby#301 · Filter by author Jieun316 opened on Feb 22, 2024
  1

• Caching preprocessed features in Kits19

  fed_kits19improvement
  owkin/FLamby#289 · Filter by author jeandut opened on Jul 4, 2023
  1

• Mismatch in python version between environment.yml and the CI

  improvement
  owkin/FLamby#281 · Filter by author ghost opened on May 19, 2023

• Adding docs on metrics and evaluation function for each dataset

  documentationgood first issue
  owkin/FLamby#278 · Filter by author jeandut opened on Apr 9, 2023

• RFC: Should we allow to do epochs instead of batch-updates in FLamby's strategies ?

  Request For Comments
  owkin/FLamby#266 · Filter by author jeandut opened on Dec 14, 2022

• Strategies Monitoring Improvements: average loss and metrics

  enhancement
  owkin/FLamby#265 · Filter by author jeandut opened on Dec 14, 2022

• Doc enhancement: explain more clearly datasets and associated hyperparameters

  documentationenhancementgood first issue
  owkin/FLamby#264 · Filter by author jeandut opened on Dec 14, 2022
  1

• Strategies should accept optimizer arguments

  enhancement
  owkin/FLamby#263 · Filter by author jeandut opened on Dec 14, 2022

• Dummy Dataset is nor reproducible nor flexible enough

  enhancement
  owkin/FLamby#262 · Filter by author jeandut opened on Dec 14, 2022
  2

• Pip install with or without -e should install the full FLamby suite

  enhancementimprovement
  owkin/FLamby#261 · Filter by author jeandut opened on Nov 25, 2022

• Strategy logs : handling difference between logs that occur every round and the ones that occur inside every round

  improvementstrategy
  owkin/FLamby#241 · Filter by author umarteauowkin opened on Oct 24, 2022

• Implementing new strategies

  improvementquestionRequest For Comments
  owkin/FLamby#240 · Filter by author umarteauowkin opened on Oct 24, 2022

• RFC : logs of aggregated loss / weights

  improvementRequest For Comments
  owkin/FLamby#232 · Filter by author umarteauowkin opened on Oct 12, 2022
  1

• IXI dataset is loading from zip files, this is inefficient

  improvement
  owkin/FLamby#208 · Filter by author jeandut opened on Aug 19, 2022

• RFC: Do we need to have an abstract class for Strategy

  improvement
  owkin/FLamby#183 · Filter by author omarfoq opened on Aug 9, 2022
  2

• Optimizations to be done on fed_benchmark

  enhancement
  owkin/FLamby#154 · Filter by author jeandut opened on Jun 15, 2022
  1

• Add MNIST / EMNIST to benchmark datasets

  owkin/FLamby#121 · Filter by author Saipraneet opened on May 31, 2022

• iWildCam potential dataset

  DatasetRequest For Comments
  owkin/FLamby#85 · Filter by author martinjaggi opened on May 12, 2022
  1

• Factorize calc_aggregated_delta_weights across fed_avg and fed_opt

  enhancementgood first issue
  owkin/FLamby#68 · Filter by author jeandut opened on May 9, 2022

• Add proper testing for AdaGrad, Yogi and FedAvg based on FedAdam testing

  good first issuetesting
  owkin/FLamby#67 · Filter by author jeandut opened on May 9, 2022

• Factorize GPU util

  benchmarkenhancement
  owkin/FLamby#50 · Filter by author jeandut opened on Apr 18, 2022
  1

• Improving performance on LIDC-IDRI

  improvementlidc-idriVolunteer-needed !
  owkin/FLamby#41 · Filter by author BorisMuzellec opened on Apr 14, 2022
  2

• Improving and testing sampling bricks from LIDC-IDRI

  enhancementlidc-idritesting
  owkin/FLamby#38 · Filter by author jeandut opened on Apr 14, 2022

• Add tensorboard support for ISIC-2019

  benchmarkisic2019Volunteer-needed !
  owkin/FLamby#29 · Filter by author jeandut opened on Apr 12, 2022