Skip to content

Commit 9ba7bfa

Browse files
authored
docs: use utilsforecast.evaluation.evaluate in notebooks (#1084)
1 parent 0621049 commit 9ba7bfa

File tree

4 files changed

+348
-242
lines changed

4 files changed

+348
-242
lines changed

nbs/docs/getting-started/getting_Started_complete.ipynb

Lines changed: 153 additions & 124 deletions
Large diffs are not rendered by default.

nbs/docs/getting-started/getting_Started_complete_polars.ipynb

Lines changed: 141 additions & 94 deletions
Large diffs are not rendered by default.

nbs/docs/tutorials/CrossValidation.ipynb

Lines changed: 48 additions & 23 deletions
Large diffs are not rendered by default.

nbs/docs/tutorials/GARCH_tutorial.ipynb

Lines changed: 6 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -173,6 +173,9 @@
173173
"metadata": {},
174174
"outputs": [],
175175
"source": [
176+
"import os\n",
177+
"os.environ['NIXTLA_ID_AS_COL'] = '1'\n",
178+
"\n",
176179
"import yfinance as yf\n",
177180
"import pandas as pd"
178181
]
@@ -1297,6 +1300,7 @@
12971300
"metadata": {},
12981301
"outputs": [],
12991302
"source": [
1303+
"from utilsforecast.evaluation import evaluate\n",
13001304
"from utilsforecast.losses import mae"
13011305
]
13021306
},
@@ -1504,7 +1508,8 @@
15041508
}
15051509
],
15061510
"source": [
1507-
"mae_cv = mae(cv_df, models=models, target_col='actual').set_index('unique_id')\n",
1511+
"mae_cv = evaluate(cv_df, metrics=[mae], models=models, target_col='actual')\n",
1512+
"mae_cv = mae_cv.drop(columns=['metric']).set_index('unique_id')\n",
15081513
"mae_cv"
15091514
]
15101515
},

0 commit comments

Comments
 (0)