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LabeliaLabs
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distributed-learning-contributivity
Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datasets to model performance.
https://www.labelia.org
Apache License 2.0
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Clarify in README and/or documentation when results are saved
#331
bowni
opened
3 years ago
0
Add multiclass performance metrics in results
#330
jeromechambost
opened
3 years ago
0
Clarify in documentation the use of save_path in Scenario and Experiment
#329
bowni
closed
2 years ago
0
Update to TF v2.4.1
#328
arthurPignet
closed
3 years ago
0
Need to update to Tf v2.4.1
#327
arthurPignet
closed
3 years ago
0
Pytest 6.2.2
#326
natct10
closed
3 years ago
3
FedGDO and its variations
#325
arthurPignet
closed
3 years ago
2
The MNIST model seems to deep/complexe
#324
arthurPignet
opened
3 years ago
0
Scenario/mpl log show inconsistent syntax
#323
arthurPignet
opened
3 years ago
0
Change log format
#322
arthurPignet
closed
3 years ago
0
Define reference scenarios and initiate benchmark of our different approaches
#321
bowni
closed
3 years ago
5
Create a fully flexible splitter
#320
bowni
closed
3 years ago
4
[wip] Add Makefile
#319
natct10
closed
3 years ago
2
Homogenize aggregation and aggregation_weighting
#318
jeromechambost
closed
3 years ago
1
Scenario parameters dataset and dataset_name should be merged
#317
arthurPignet
closed
3 years ago
0
Faster versions of FedAvg, FedGrads and Smodel.
#315
arthurPignet
closed
3 years ago
2
Rollback to Python 3.6 & Add 3.6 to gh actions
#314
natct10
closed
3 years ago
0
[build] Fix twine command
#313
natct10
closed
3 years ago
0
Add make build & make tests
#312
natct10
opened
3 years ago
0
Fix smodel
#311
arthurPignet
closed
3 years ago
0
Release of mplc v0.3.0
#310
arthurPignet
closed
3 years ago
1
remove val_loss and val_accuracy evaluation can speed up the keras' .fit()
#309
arthurPignet
closed
3 years ago
0
Nightly build
#308
RomainGoussault
closed
3 years ago
1
re-build the model reset the optimizer
#307
arthurPignet
closed
3 years ago
1
Average predictions come back
#306
RomainGoussault
closed
3 years ago
2
Aggregation weighting parameter not taken into account
#305
RomainGoussault
closed
3 years ago
0
More tests 😱
#304
RomainGoussault
closed
3 years ago
1
IS_reg_S default to Shapley when partners_count < 4
#303
RomainGoussault
opened
3 years ago
0
AIS_Kriging_S contrib method fails
#302
RomainGoussault
opened
3 years ago
1
Update s-model related contributivity
#301
arthurPignet
closed
3 years ago
0
Test for all contrib methods
#300
RomainGoussault
closed
3 years ago
2
Add gradient fusion method for multi-partner-learning
#299
arthurPignet
closed
3 years ago
1
Migrate from travis to github actions
#298
RomainGoussault
closed
3 years ago
1
Add 'both' option for validation dataset and test data set.
#297
arthurPignet
opened
3 years ago
0
Switch to github action
#296
natct10
closed
3 years ago
2
normalize contributivity scores in 3 SBS methods
#295
jeromechambost
closed
3 years ago
0
Update Documentation markdown format
#294
natct10
closed
3 years ago
2
Federated step by step methods should ouput normalized score
#293
RomainGoussault
closed
3 years ago
1
Experiment documentation
#292
RomainGoussault
closed
3 years ago
0
Create changelog
#291
natct10
opened
3 years ago
0
upgrade tf version to 2.4
#290
arthurPignet
closed
3 years ago
1
Update requirements to tensorflow>=2.4.0
#289
natct10
closed
3 years ago
1
Switch local or global val/test set
#288
arthurPignet
closed
3 years ago
0
Need a parameter to choose if the val/test sets would be local or global
#287
arthurPignet
closed
3 years ago
0
ESC50 preprocessing is time consuming, the preprocessed data should be stored in cache
#286
arthurPignet
opened
3 years ago
0
init scenario logs are quite ugly for aggregator and mpl method
#285
arthurPignet
closed
3 years ago
0
Fix bug in corruption by permutation
#284
Thomas-Galtier
closed
3 years ago
0
Change Cifar10's model optimizer
#283
arthurPignet
closed
3 years ago
0
Cifar model converges really slowly
#282
arthurPignet
closed
3 years ago
0
LFlip refacto in S-model
#281
Thomas-Galtier
closed
3 years ago
2
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