From 423d4268c19e19258a9bd3cbe73df6be5973c33e Mon Sep 17 00:00:00 2001 From: Kevin Wu Date: Sat, 24 Sep 2022 21:44:44 -0700 Subject: [PATCH] Report mean distance --- jupyter/cartesian_baseline.ipynb | 21 ++++++++++++++++-- .../pairwise_dist_cartesian_baseline.pdf | Bin 186713 -> 186713 bytes .../pairwise_dist_ours.pdf | Bin 293422 -> 293422 bytes 3 files changed, 19 insertions(+), 2 deletions(-) diff --git a/jupyter/cartesian_baseline.ipynb b/jupyter/cartesian_baseline.ipynb index 8b78d00..4a5d26d 100644 --- a/jupyter/cartesian_baseline.ipynb +++ b/jupyter/cartesian_baseline.ipynb @@ -1060,9 +1060,16 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 61, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "11509.319\n" + ] + }, { "data": { "image/png": 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@@ -1080,6 +1087,9 @@ " Get the pairwise distances and draw a heatmap\n", " \"\"\"\n", " pdists = pairwise.euclidean_distances(alpha_carbon_coords)\n", + " pdists_flat = pdists[np.triu_indices_from(pdists, k=1)]\n", + " print(np.mean(pdists_flat))\n", + "\n", " fig, ax = plt.subplots(dpi=300)\n", " ax = sns.heatmap(\n", " pdists,\n", @@ -1105,9 +1115,16 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 62, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "23.514162\n" + ] + }, { "data": { "image/png": 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