From ca197a35bbad3fae421904f1c1c43056048a703a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Peter=20L=C3=BCnenschlo=C3=9F?= <peter.luenenschloss@ufz.de>
Date: Mon, 6 May 2024 11:29:42 +0200
Subject: [PATCH] padding in LOF scores
---
saqc/funcs/scores.py | 14 +++++++-------
1 file changed, 7 insertions(+), 7 deletions(-)
diff --git a/saqc/funcs/scores.py b/saqc/funcs/scores.py
index f72e2362f..a724617e0 100644
--- a/saqc/funcs/scores.py
+++ b/saqc/funcs/scores.py
@@ -528,13 +528,13 @@ class ScoresMixin:
d_var = d_var.drop(na_idx, axis=0).values
vals = vals.drop(na_idx, axis=0).values
- vals_extended = np.array(
- list(vals[::-1][-n:]) + list(vals) + list(vals[::-1][:n])
- )
- d_extended = np.array(
- list(d_var[:n] + (d_var[0] - d_var[n + 1]))
- + list(d_var)
- + list(d_var[-n:] + (d_var[-1] - d_var[-n - 1]))
+ vals_extended = np.pad(vals, n, mode="reflect")
+ d_extension = n * density
+ d_extended = np.pad(
+ d_var,
+ n,
+ mode="linear_ramp",
+ end_values=(d_var[0] - d_extension, d_var[-1] + d_extension),
)
LOF_vars = np.array([vals_extended, d_extended]).T
--
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