From 94106a83f092ebcf4055ed67cfa3bcac19edc4a5 Mon Sep 17 00:00:00 2001 From: rstiskalek Date: Sat, 21 Sep 2024 10:04:25 +0100 Subject: [PATCH] Update nb --- .../flow/reconstruction_comparison.ipynb | 139 ++++++++++++++++-- 1 file changed, 123 insertions(+), 16 deletions(-) diff --git a/notebooks/flow/reconstruction_comparison.ipynb b/notebooks/flow/reconstruction_comparison.ipynb index 5b208f9..f512100 100644 --- a/notebooks/flow/reconstruction_comparison.ipynb +++ b/notebooks/flow/reconstruction_comparison.ipynb @@ -228,13 +228,104 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Carrick2015_LOSS_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 13:18:58\n", + "File: 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/mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CF4_LOSS_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 20/09/2024 21:55:56\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Carrick2015_Foundation_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 13:18:47\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Lilow2024_Foundation_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 13:18:56\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2_main_Foundation_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 13:19:59\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_Foundation_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 13:19:50\n", + "File: 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/mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Carrick2015_SFI_gals_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 15:28:34\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Lilow2024_SFI_gals_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 11:29:14\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2_main_SFI_gals_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 12:05:48\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_SFI_gals_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 12:06:16\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_manticore_2MPP_N128_DES_V1_SFI_gals_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 20/09/2024 14:57:22\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CLONES_SFI_gals_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 10:19:11\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CF4_SFI_gals_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 20/09/2024 22:02:16\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Carrick2015_CF4_TFR_i_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 10:48:49\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Lilow2024_CF4_TFR_i_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 10:49:07\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2_main_CF4_TFR_i_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 11:13:55\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_CF4_TFR_i_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 11:12:57\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_manticore_2MPP_N128_DES_V1_CF4_TFR_i_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 20/09/2024 15:05:21\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CLONES_CF4_TFR_i_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 10:19:57\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CF4_CF4_TFR_i_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 20/09/2024 22:15:58\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Carrick2015_CF4_TFR_w1_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 10:48:29\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Lilow2024_CF4_TFR_w1_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 10:49:00\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2_main_CF4_TFR_w1_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 11:10:51\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_CF4_TFR_w1_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 11:07:55\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_manticore_2MPP_N128_DES_V1_CF4_TFR_w1_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 20/09/2024 15:04:25\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CLONES_CF4_TFR_w1_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 10:29:11\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CF4_CF4_TFR_w1_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 20/09/2024 22:07:15\n" + ] + } + ], "source": [ "zcmb_max = 0.05\n", "\n", - "sims = [\"Carrick2015\", \"Lilow2024\", \"csiborg2_main\", \"csiborg2X\", \"CLONES\", \"CF4\",]\n", + "sims = [\"Carrick2015\", \"Lilow2024\", \"csiborg2_main\", \"csiborg2X\", \"manticore_2MPP_N128_DES_V1\", \"CLONES\", \"CF4\",]\n", "catalogues = [\"LOSS\", \"Foundation\", \"2MTF\", \"SFI_gals\", \"CF4_TFR_i\", \"CF4_TFR_w1\"]\n", "\n", "y_BIC = np.full((len(catalogues), len(sims)), np.nan)\n", @@ -255,9 +346,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "with plt.style.context('science'):\n", " plt.rcParams.update({'font.size': 9})\n", @@ -289,7 +391,8 @@ " for i in range(3):\n", " axs[1, i].set_xticks(\n", " np.arange(len(sims)),\n", - " [simname_to_pretty(sim) for sim in sims], rotation=35)\n", + " [simname_to_pretty(sim) for sim in sims], rotation=90,\n", + " fontsize=\"small\")\n", " axs[0, i].set_xticks([], [])\n", "\n", " for i in range(2):\n", @@ -722,13 +825,6 @@ " fig.show()" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "markdown", "metadata": {}, @@ -738,11 +834,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "sims = [\"Carrick2015\", \"Lilow2024\", \"csiborg2_main\", \"csiborg2X\", \"CLONES\", \"CF4\"]\n", + "sims = [\"Carrick2015\", \"Lilow2024\", \"csiborg2_main\", \"csiborg2X\", \"manticore_2MPP_N128_DES_V1\", \"CLONES\", \"CF4\"]\n", "\n", "\n", "with plt.style.context('science'):\n",