owkin/FLamby

Issues

• Synthetic datasplit

  #189 opened 2 years ago by omarfoq
  1

• RuntimeError: Discrete mean differs significantly from continuous mean.

  #301 opened 10 months ago by Jieun316
  1

• KITS results mismatch with paper

  #285 opened a year ago by luciainnocenti
  13

• Caching preprocessed features in Kits19

  #289 opened a year ago by jeandut
  1

• Adding docs on metrics and evaluation function for each dataset

  #278 opened 2 years ago by jeandut
  0

• Setuptools is set to an old version

  #279 opened 2 years ago by mandreux-owkin
  1

• CI is not operational

  #284 opened 2 years ago by mandreux-owkin
  1

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

  #281 opened 2 years ago by mandreux-owkin
  0

• Mismatching evaluation code for FedKiTS19

  #277 opened 2 years ago by akash-07
  4

• Fed_KiTS19 code generates negative loss values

  #276 opened 2 years ago by akash-07
  6

• Doc enhancement: explain more clearly datasets and associated hyperparameters

  #264 opened 2 years ago by jeandut
  1

• Unable to run Scaffold with HAM-1000 dataset

  #251 opened 2 years ago by ybouilla
  2

• Training loss using FedAvg and Scaffold on heart disease dataset does not converge

  #252 opened 2 years ago by ybouilla
  3

• C-index computation should not be batched

  #267 opened 2 years ago by jeandut
  1

• Dummy Dataset is nor reproducible nor flexible enough

  #262 opened 2 years ago by jeandut
  2

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

  #266 opened 2 years ago by jeandut
  0

• Strategies Monitoring Improvements: average loss and metrics

  #265 opened 2 years ago by jeandut
  0

• Strategies should accept optimizer arguments

  #263 opened 2 years ago by jeandut
  0

• Question about FedAvg strategy.

  #260 opened 2 years ago by Arctic-Xiangjian
  4

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

  #261 opened 2 years ago by jeandut
  0

• CI add flake8 to linting.yaml

  #239 opened 2 years ago by maikia
  1

• CI issue: numba does not support Python3.11

  #255 opened 2 years ago by jeandut
  4

• Incompatibility between CI linting and pre-commit hooks linting

  #246 opened 2 years ago by jeandut
  1

• Issue when installing with macOS with intel processor

  #245 opened 2 years ago by umarteauowkin
  2

• Minor issue : logs for weights never happen

  #233 opened 2 years ago by umarteauowkin
  4

• fed-ixi dataset download issue

  #256 opened 2 years ago by mvesin
  4

• Wrong indentation at fed_ixi/benchmark line 144-154

  #249 opened 2 years ago by Arctic-Xiangjian
  3

• Downloading IXI dataset: link broken

  #253 opened 2 years ago by jeandut
  5

• Unable to load heart disease dataset

  #250 opened 2 years ago by ybouilla
  0

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

  #241 opened 2 years ago by umarteauowkin
  0

• Implementing new strategies

  #240 opened 2 years ago by umarteauowkin
  0

• RFC : logs of aggregated loss / weights

  #232 opened 2 years ago by umarteauowkin
  1

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

  #183 opened 2 years ago by omarfoq
  2

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

  #208 opened 2 years ago by jeandut
  0

• Potential issue with LIDC: incompatibility between train and test

  #180 opened 2 years ago by jeandut
  1

• Integration with Fed-BioMed

  #178 opened 2 years ago by jeandut
  3

• Missing LIDC scans due to failing preprocessing not detected

  #162 opened 2 years ago by jeandut
  1

• Improve dataset specific doc

  #174 opened 2 years ago by jeandut
  0

• Add the possibility to input the path to the dataset_location_yaml (or directly to the dataset) to each dataset object

  #175 opened 2 years ago by jeandut
  1

• Optimizations to be done on fed_benchmark

  #154 opened 3 years ago by jeandut
  1

• Tiling bug Camelyon16

  #167 opened 3 years ago by jeandut
  0

• Adding a getting started section both in README and docs

  #116 opened 3 years ago by jeandut
  1

• Reproducibiity bug due to global seeding

  #170 opened 3 years ago by jeandut
  1

• Missing wget dependancy in setup.py to download fed_heart_disease

  #165 opened 3 years ago by AyedSamy
  0

• Bug in TCGA license accepts in dataset

  #155 opened 3 years ago by jeandut
  0

• Add seed to the column of the produced benchmark file

  #146 opened 3 years ago by jeandut
  1

• FedAvg is using Scaffold in ISIC

  #139 opened 3 years ago by jeandut
  0

• Optimizers should be passed as string names in ISIC2019 config

  #138 opened 3 years ago by jeandut
  0

• Supported python versions are not specified

  #118 opened 3 years ago by mandreux-owkin
  0

• Add MNIST / EMNIST to benchmark datasets

  #121 opened 3 years ago by Saipraneet
  0