haizad commited on
Commit
a4ef3b2
1 Parent(s): 374175e

Add get started code

Browse files
Files changed (1) hide show
  1. README.md +13 -1
README.md CHANGED
@@ -177,7 +177,19 @@ This model is not ready to be used in production.
177
 
178
  # How to Get Started with the Model
179
 
180
- [More Information Needed]
 
 
 
 
 
 
 
 
 
 
 
 
181
 
182
  # Model Card Authors
183
 
 
177
 
178
  # How to Get Started with the Model
179
 
180
+ Use the following code to get started:
181
+
182
+ ```python
183
+ import joblib
184
+ from skops.hub_utils import download
185
+ import json
186
+ import pandas as pd
187
+ download(repo_id="haizad/ames-housing-lasso-predictor", dst='ames-housing-lasso-predictor')
188
+ pipeline = joblib.load( "ames-housing-lasso-predictor/model.pkl")
189
+ with open("ames-housing-lasso-predictor/config.json") as f:
190
+ config = json.load(f)
191
+ pipeline.predict(pd.DataFrame.from_dict(config["sklearn"]["example_input"]))
192
+ ```
193
 
194
  # Model Card Authors
195