From f892fab7532ade506483a0de6afe87a7896c3e41 Mon Sep 17 00:00:00 2001 From: Artur Tamborski Date: Mon, 30 Nov 2020 22:08:59 +0100 Subject: [PATCH] update --- main.ipynb | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/main.ipynb b/main.ipynb index aff1162..a99435e 100644 --- a/main.ipynb +++ b/main.ipynb @@ -355,7 +355,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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" ] @@ -370,8 +370,8 @@ "# użyj filtra Gaussa oraz wygładź dane\n", "from scipy.ndimage.filters import gaussian_filter1d\n", "\n", - "jul_y = gaussian_filter1d(jul_y, sigma=2)\n", - "jun_y = gaussian_filter1d(jun_y, sigma=2)\n", + "jul_y = gaussian_filter1d(jul_y, sigma=4)\n", + "jun_y = gaussian_filter1d(jun_y, sigma=4)\n", "\n", "# poinformuj plt o chęci nałożenia wykresów\n", "plt.plot(x, jun_y, \"b\", label=\"Czerwiec\", linewidth=2)\n",