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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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refacto of corruption, with 2 new methods
#280
arthurPignet
closed
3 years ago
3
Fix early stopping
#279
Thomas-Galtier
closed
3 years ago
0
Early stopping doesn't work any more
#278
Thomas-Galtier
closed
3 years ago
0
Add random and permuted corruption methods
#277
arthurPignet
closed
3 years ago
0
New mpl method: average predictions
#276
RomainGoussault
closed
3 years ago
0
Experiment object
#275
bowni
closed
3 years ago
1
Add epoch number in logs
#274
kat-leen
closed
3 years ago
1
Add an Experiment object to gather scenarios and run them in sequence
#273
bowni
closed
3 years ago
3
Add in documentation that the /experiments folder where results are saved is relative to the current working dir
#272
bowni
closed
3 years ago
0
New mpl method : gradients fusion
#271
arthurPignet
closed
3 years ago
1
Library agnostic to pytorch model
#270
celinejacques
opened
3 years ago
0
More end to end test
#269
RomainGoussault
closed
3 years ago
1
Coverage
#268
natct10
closed
3 years ago
1
[pending] Add conda package
#267
natct10
closed
3 years ago
3
Update the notebook Tutorial-3 according to PR262
#266
arthurPignet
closed
3 years ago
0
Re-weighting
#265
Thomas-Galtier
closed
3 years ago
0
Update the documentation (README, documentation, etc.)
#264
bowni
closed
3 years ago
2
[demo] Let's rebase
#263
natct10
closed
3 years ago
3
Refacto datasets
#262
arthurPignet
closed
3 years ago
0
Tests need an update
#261
arthurPignet
closed
3 years ago
0
Fix the shuffling of labels
#260
arthurPignet
closed
3 years ago
0
The shuffle option
#259
arthurPignet
closed
3 years ago
0
The repo is way too heavy!
#258
natct10
opened
3 years ago
8
Titanic example fails if minibatch contains only one class
#257
RomainGoussault
closed
3 years ago
2
End to end titanic (logistic regression) test
#256
RomainGoussault
closed
3 years ago
0
Mpl refacto
#255
arthurPignet
closed
3 years ago
5
Logs are not shown when running test
#254
RomainGoussault
closed
3 years ago
4
fix numpy version
#253
RomainGoussault
closed
3 years ago
2
make the library label agnostic
#252
arthurPignet
opened
3 years ago
2
Refacto of the multipartnerlearning file
#251
arthurPignet
closed
3 years ago
0
Does the library benefit from GPU ?
#250
arthurPignet
closed
3 years ago
8
fix bug when generating local_data folder
#249
arthurPignet
closed
3 years ago
0
Add LFlip method
#248
arthurPignet
closed
3 years ago
0
Add partial corruption
#247
Thomas-Galtier
closed
3 years ago
2
Library related improvement
#246
arthurPignet
closed
3 years ago
0
Update TF version
#245
natct10
closed
3 years ago
1
Bump tensorflow from 2.2.0 to 2.2.1 in /mplc
#244
dependabot[bot]
closed
3 years ago
2
Bump tensorflow from 2.2.0 to 2.2.1
#243
dependabot[bot]
closed
3 years ago
2
Dynamique change of mplc parameters during the training
#242
arthurPignet
closed
3 years ago
0
Add the PVRL method (rebased)
#241
arthurPignet
closed
3 years ago
0
Partial corruption
#240
Thomas-Galtier
closed
3 years ago
0
Federated step by step contributivity methods
#239
jeromechambost
closed
3 years ago
5
Add imdb dataset v2
#238
arthurPignet
closed
3 years ago
0
Gaussian noise dataset for corrupted partner
#237
arthurPignet
opened
3 years ago
1
Add contributivity methods end to end test
#236
RomainGoussault
closed
3 years ago
0
From subtest to the official first release of the mplc package
#235
arthurPignet
closed
3 years ago
4
Update flake8 config
#234
natct10
closed
3 years ago
1
Refacto to pypi package
#233
arthurPignet
closed
3 years ago
7
What happens when we clip batch_size ?
#232
RomainGoussault
opened
3 years ago
2
Catch fetch datasets errors
#231
arthurPignet
closed
3 years ago
0
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