Add tuned airbnb xgb to TruEra

truera_add_tuned_xgb_airbnb.py

#instantiate model
xgb_reg = xgb.XGBRegressor(
gamma = 9.525156702124235,
max_depth = 3,
min_child_weight = 9.517754381682627,
reg_alpha = 0.07435977523021892,
reg_lambda = 1.4770738953975366)
 
# combine both preprocessing and modeling
xgb_pipe = Pipeline([
   ('preprocess', comprehensive_preprocessing),
   ('xgboost', xgb_reg)
])
 
xgb_pipe.fit(X_train, y_train)
 
#add model to truera
tru.add_python_model("xgb_pipe_tuned_v3", xgb_pipe, pipeline_feature_map = feature_map_data)