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…solated - tests/utils/test_utils.py: 24 tests for utility functions - tests/ml/models/test_losses.py: 11 tests for loss functions (2 skipped - DAMLoss bug) - tests/ml/models/test_torch_models.py: 11 tests for LogisticRegressor and MLP - tests/ml/training/test_federated.py: 7 tests for federated training - tests/ml/training/test_isolated.py: 8 tests for isolated training Total: 61 new tests (59 passing, 2 skipped)
- Subtract margin only from target class logit (not all logits) - Pass integer targets to cross_entropy (not float) - Enable previously skipped tests
… hyperparameter tuning - tests/ml/models/test_gnn_models.py: 18 tests for GCN, GAT, GraphSAGE - tests/ml/models/test_base.py: 17 tests for TorchBaseModel, SklearnBaseModel - tests/ml/training/test_hyperparameter_tuning.py: 14 tests for HyperparamTuner - tests/ml/training/test_centralized.py: 8 tests for centralized training - tests/ml/clients/test_sklearn_client.py: 12 tests for SklearnClient Total: 69 new tests (all passing)
Phase 3 (Torch clients & server): - tests/ml/clients/test_torch_client.py: 11 tests for TorchClient - tests/ml/clients/test_torch_geometric_client.py: 10 tests for TorchGeometricClient - tests/ml/servers/test_torch_server.py: 18 tests for TorchServer Phase 4 (Data creation & config): - tests/data_creation/unit/test_generator.py: 19 tests for DataGenerator - tests/utils/test_config.py: 12 additional tests for config loaders Total: 70 new tests, bringing unit test count to 494.
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