Detail

MASTML_MNR_Model_PredictingPeakStressUnderAxisymmetricTriaxialLoad

unegi_wisc/MASTML_MNR_Model_PredictingPeakStressUnderAxisymmetricTriaxialLoad_2022-11-18_v1
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Utsav Negi
Python static method
materials science

Input

Dict containing input parameters for mastml.mastml_predictor make_prediction_dlhub function
Type: dict

Output

pandas dataframe containing predicted values (y_pred) and uncertainties (y_err), if applicable
Type: python object

Run with DLHub SDK

from dlhub_sdk.client import DLHubClient
X = get_my_data() #replace this
dl = DLHubClient()
dl.run('unegi_wisc/MASTML_MNR_Model_PredictingPeakStressUnderAxisymmetricTriaxialLoad_2022-11-18_v1', X)

Get More Info with DLHub SDK

from dlhub_sdk.client import DLHubClient
dl = DLHubClient()
dl.describe_servable('unegi_wisc/MASTML_MNR_Model_PredictingPeakStressUnderAxisymmetricTriaxialLoad_2022-11-18_v1')

DLHub SDK Installation

pip install dlhub_sdk

DLHub SDK documentation