29cab76fb7689fb38277734940f5f433b6a809c8,deepchem/datasets/tests/__init__.py,TestDatasetAPI,_load_solubility_data,#TestDatasetAPI#,52
Before Change
complex_featurizers = []
input_transformer_classes = []
output_transformer_classes = []
task_types = {"log-solubility": "regression"}
input_file = "example.csv"
return self._create_dataset(
compound_featurizers, complex_featurizers,
input_transformer_classes, output_transformer_classes,
input_file, task_types.keys())
def _load_classification_data(self):
Loads classification data from example.csv
After Change
complex_featurizers = []
input_transformer_classes = []
output_transformer_classes = []
tasks = ["log-solubility"]
task_type = "regression"
task_types = {task: task_type for task in tasks}
input_file = "example.csv"
return self._create_dataset(
compound_featurizers, complex_featurizers,
input_transformer_classes, output_transformer_classes,
In pattern: SUPERPATTERN
Frequency: 9
Non-data size: 10
Instances
Project Name: deepchem/deepchem
Commit Name: 29cab76fb7689fb38277734940f5f433b6a809c8
Time: 2016-04-14
Author: bharath.ramsundar@gmail.com
File Name: deepchem/datasets/tests/__init__.py
Class Name: TestDatasetAPI
Method Name: _load_solubility_data
Project Name: deepchem/deepchem
Commit Name: 29cab76fb7689fb38277734940f5f433b6a809c8
Time: 2016-04-14
Author: bharath.ramsundar@gmail.com
File Name: deepchem/models/test/test_tf_api.py
Class Name: TestTensorflowAPI
Method Name: test_singletask_tf_mlp_ECFP_classification_API
Project Name: deepchem/deepchem
Commit Name: 29cab76fb7689fb38277734940f5f433b6a809c8
Time: 2016-04-14
Author: bharath.ramsundar@gmail.com
File Name: deepchem/models/test/test_api.py
Class Name: TestKerasSklearnAPI
Method Name: test_singletask_keras_mlp_USF_regression_API
Project Name: deepchem/deepchem
Commit Name: 29cab76fb7689fb38277734940f5f433b6a809c8
Time: 2016-04-14
Author: bharath.ramsundar@gmail.com
File Name: deepchem/models/test/test_api.py
Class Name: TestKerasSklearnAPI
Method Name: test_singletask_sklearn_rf_ECFP_regression_sharded_API
Project Name: deepchem/deepchem
Commit Name: 29cab76fb7689fb38277734940f5f433b6a809c8
Time: 2016-04-14
Author: bharath.ramsundar@gmail.com
File Name: deepchem/datasets/tests/__init__.py
Class Name: TestDatasetAPI
Method Name: _load_classification_data
Project Name: deepchem/deepchem
Commit Name: 29cab76fb7689fb38277734940f5f433b6a809c8
Time: 2016-04-14
Author: bharath.ramsundar@gmail.com
File Name: deepchem/models/test/test_api.py
Class Name: TestKerasSklearnAPI
Method Name: test_singletask_sklearn_rf_user_specified_regression_API
Project Name: deepchem/deepchem
Commit Name: 29cab76fb7689fb38277734940f5f433b6a809c8
Time: 2016-04-14
Author: bharath.ramsundar@gmail.com
File Name: deepchem/models/test/test_api.py
Class Name: TestKerasSklearnAPI
Method Name: test_singletask_sklearn_rf_ECFP_regression_API
Project Name: deepchem/deepchem
Commit Name: 29cab76fb7689fb38277734940f5f433b6a809c8
Time: 2016-04-14
Author: bharath.ramsundar@gmail.com
File Name: deepchem/hyperparameters/tests/test_hyperparam_opt.py
Class Name: TestHyperparamOptAPI
Method Name: test_singletask_sklearn_rf_ECFP_regression_hyperparam_opt
Project Name: deepchem/deepchem
Commit Name: 29cab76fb7689fb38277734940f5f433b6a809c8
Time: 2016-04-14
Author: bharath.ramsundar@gmail.com
File Name: deepchem/models/test/test_api.py
Class Name: TestKerasSklearnAPI
Method Name: test_singletask_sklearn_rf_RDKIT_descriptor_regression_API