From 68e1229632abc1c260386935266501f22f816a76 Mon Sep 17 00:00:00 2001 From: "Luiz Felippe S. Rodrigues" Date: Sat, 11 Jul 2020 09:01:43 +0200 Subject: [PATCH] Updates tutorial_one after changes introduced in #39 --- tutorials/tutorial_one.ipynb | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/tutorials/tutorial_one.ipynb b/tutorials/tutorial_one.ipynb index ce5b07aa..9b703a14 100644 --- a/tutorials/tutorial_one.ipynb +++ b/tutorials/tutorial_one.ipynb @@ -83,7 +83,7 @@ "data": { "text/html": [ "Table length=4\n", - "\n", + "
\n", "\n", "\n", "\n", @@ -668,7 +668,7 @@ { "data": { "text/latex": [ - "$\\displaystyle \\\\ \\text{ naive_gaussian_magnetic_field_a0: }\\; 2.4_{ -2.0 }^{ +1.6 }\\,\\mathrm{\\mu G}\\\\\\\\ \\text{ naive_gaussian_magnetic_field_b0: }\\; 5.9_{ -1.4 }^{ +1.9 }\\,\\mathrm{\\mu G}\\\\$" + "$\\displaystyle \\\\ \\text{ naive_gaussian_magnetic_field_a0: }\\; 2.4^{+1.6}_{-2.0}\\,\\mathrm{\\mu G}\\\\\\\\ \\text{ naive_gaussian_magnetic_field_b0: }\\; 5.9^{+1.9}_{-1.4}\\,\\mathrm{\\mu G}\\\\$" ], "text/plain": [ "" @@ -698,14 +698,14 @@ { "data": { "text/plain": [ - "{'naive_gaussian_magnetic_field_a0': {'errlo': ,\n", - " 'median': ,\n", - " 'errup': ,\n", + "{'naive_gaussian_magnetic_field_a0': {'median': ,\n", + " 'errlo': ,\n", + " 'errup': ,\n", " 'mean': ,\n", " 'stdev': },\n", - " 'naive_gaussian_magnetic_field_b0': {'errlo': ,\n", - " 'median': ,\n", - " 'errup': ,\n", + " 'naive_gaussian_magnetic_field_b0': {'median': ,\n", + " 'errlo': ,\n", + " 'errup': ,\n", " 'mean': ,\n", " 'stdev': }}" ] @@ -736,7 +736,7 @@ "data": { "text/html": [ "QTable length=3\n", - "
measerrxyzother
float64float64float64float64float64float64
16.42177908175520.10.010.00.042.0
\n", + "
\n", "\n", "\n", "\n", @@ -866,7 +866,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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naive_gaussian_magnetic_field_a0naive_gaussian_magnetic_field_b0
uGuG
float64float64