Detail

Metal alloy bulk modulus v2

rjacobs3_wisc/bulk_modulus_predictor_gbr_v2
Copy
Scikit-learn estimator
GradientBoostingRegressor
materials science

Input

string of material composition to predict, e.g. "Al2O3"
Type: string

Output

Predicted bulk modulus (in GPa) 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/bulk_modulus_predictor_gbr_v2', X)

Get More Info with DLHub SDK

from dlhub_sdk.client import DLHubClient
dl = DLHubClient()
dl.describe_servable('rjacobs3_wisc/bulk_modulus_predictor_gbr_v2')

DLHub SDK Installation

pip install dlhub_sdk

DLHub SDK documentation