s464937/ium_464937
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

fix

Browse Source
This commit is contained in:
Szymon Bartanowicz 2024-05-14 23:19:35 +02:00
parent a3da4f5c76
commit a3b003c422
1 changed files with 3 additions and 2 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

5
model.py
View File

@ -21,7 +21,8 @@ preprocessor = ColumnTransformer(
transformers=[
('num', StandardScaler(), ['Age', 'BodyweightKg']),
('cat', OneHotEncoder(), ['Sex'])
]
],
remainder='passthrough'
)
pipeline = Pipeline(steps=[
@ -38,6 +39,6 @@ pipeline['model'].compile(optimizer='adam', loss='mse', metrics=['mae'])
X_train_excluded = X_train.iloc[1:]
y_train_excluded = y_train.iloc[1:]
pipeline.fit(X_train_excluded, y_train_excluded, model__epochs=10, model__validation_split=0.1)
pipeline.fit(X_train_excluded, y_train_excluded, model__epochs=int(sys.argv[1]), model__validation_split=0.1)
pipeline['model'].save('powerlifting_model.h5')