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Enable Fairness-Aware Federated Learning 8 of 10 checklist items completed

!69 · created Jul 22, 2024 by ANDREY Paul
api-change examples and docs feature-request
- Merged
- 3
updated Jul 23, 2024
Add a Scheduler API to enable time-based learning rate (and weight decay) adjustements

!66 · created May 24, 2024 by ANDREY Paul Roadmap towards DecLearn 3.0
api-change feature-request
updated May 27, 2024
Implement Secure Aggregation 10 of 10 checklist items completed

!64 · created Apr 15, 2024 by ANDREY Paul Roadmap towards DecLearn 3.0
api-change feature-request
- Merged
- Approved
updated Apr 19, 2024
Add 'verbose' argument to 'FederatedClient' and 'TrainingManager'

!59 · created Sep 21, 2023 by ANDREY Paul
api-change feature-request
updated Oct 02, 2023
Enable recording training loss values

!58 · created Sep 21, 2023 by ANDREY Paul
api-change backend feature-request
updated Sep 26, 2023
Enhance `declearn.dataset`: implement `TensorflowDataset` and improve `TorchDataset` and `InMemoryDataset`. 4 of 4 checklist items completed

!53 · created Jul 31, 2023 by ANDREY Paul
feature-request refactoring tests
- Merged
- 2
- Approved
updated Aug 01, 2023
Implement 'TorchDataset' to support an example on language models

!47 · created May 23, 2023 by BIGAUD Nathan
api-change feature-request
- Merged
- 7
- Approved
updated Jul 31, 2023
Add support for Torch 2.0

!49 · created Jul 05, 2023 by ANDREY Paul
backend feature-request refactoring
- Merged
- 3
- Approved
updated Jul 13, 2023
Add support for Jax / Haiku 22 of 34 checklist items completed

!32 · created Feb 23, 2023 by BIGAUD Nathan
feature-request
- Merged
- 7
- Approved
updated May 09, 2023
Quickrun mode 50 of 56 checklist items completed

!41 · created Mar 27, 2023 by BIGAUD Nathan
automation examples and docs feature-request
- Merged
- 5
- Approved
updated Apr 26, 2023
Implement framework-specific OptiModule subclasses.

!15 · created Jan 04, 2023 by ANDREY Paul Release declearn 2.1.0
feature-request poc
- Merged
- 10
- Approved
updated Feb 23, 2023
Improve GPU support for TensorFlow and Torch 14 of 14 checklist items completed

!24 · created Feb 09, 2023 by ANDREY Paul Release declearn 2.1.0
api-change backend feature-request
- Merged
- 10
- Approved
updated Feb 22, 2023
Gradient Masked Averaging

!12 · created Dec 07, 2022 by ANDREY Paul main
bug feature-request
- Merged
- Approved
updated Feb 07, 2023
Add sample-wise gradients clipping to the Model API

!13 · created Dec 20, 2022 by ANDREY Paul main
feature-request
- Merged
- 1
- Approved
updated Feb 07, 2023
Revise `Optimizer` and add state-access methods. 7 of 7 checklist items completed

!19 · created Jan 16, 2023 by BIGAUD Nathan Release declearn 2.0 main
api-change feature-request refactoring tests
- Merged
- 8
- Approved
updated Feb 07, 2023
Implement Metric API. 6 of 6 checklist items completed

!20 · created Jan 24, 2023 by ANDREY Paul Release declearn 2.0 main
api-change feature-request
- Merged
- 3
- Approved
updated Feb 07, 2023
Implement loss regularizers & revise Optimizer API. 4 of 4 checklist items completed

!9 · created Nov 17, 2022 by ANDREY Paul main
feature-request
- Merged
- 9
- Approved
updated Jan 12, 2023
Chunk large messages to avoid size limitations

!10 · created Nov 30, 2022 by ANDREY Paul main
bug feature-request
- Merged
- 1
- Approved
updated Dec 09, 2022