Detail

Steel alloy yield strengths v2

rjacobs3_wisc/steel_strength_predictor_gbr_v2
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Scikit-learn estimator
GradientBoostingRegressor
materials science

Input

string of steel alloy composition to predict, e.g. "Fe0.4Cr0.1V0.1Si0.1C0.1"
Type: string

Output

Predicted yield strength (in MPa) using gradient boosting regression model
Type: float

Run with DLHub SDK

from dlhub_sdk.client import DLHubClient
X = get_my_data() #replace this
dl = DLHubClient()
dl.run('rjacobs3_wisc/steel_strength_predictor_gbr_v2', X)

Get More Info with DLHub SDK

from dlhub_sdk.client import DLHubClient
dl = DLHubClient()
dl.describe_servable('rjacobs3_wisc/steel_strength_predictor_gbr_v2')

DLHub SDK Installation

pip install dlhub_sdk

DLHub SDK documentation