From 5d8513add742f31a7c3523e21ed37a2a7c2b27d3 Mon Sep 17 00:00:00 2001 From: Noah Harasz Date: Tue, 10 Sep 2024 14:06:05 -0700 Subject: [PATCH] remove print statements --- numerai_tools/scoring.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/numerai_tools/scoring.py b/numerai_tools/scoring.py index c839984..40f878d 100644 --- a/numerai_tools/scoring.py +++ b/numerai_tools/scoring.py @@ -329,11 +329,8 @@ def neutralize( # add a column of 1s to the neutralizer array in case neutralizer_arr is a single column (neutralizer_arr, np.array([1] * len(neutralizer_arr)).reshape(-1, 1)) ) - print(neutralizer_arr) least_squares = np.linalg.lstsq(neutralizer_arr, df_arr, rcond=1e-6)[0] - print(least_squares) adjustments = proportion * neutralizer_arr.dot(least_squares) - print(adjustments) neutral = df_arr - adjustments return pd.DataFrame(neutral, index=df.index, columns=df.columns)