From ad91799425ff6dc674051f69b7669c2d640211d0 Mon Sep 17 00:00:00 2001 From: gkarpeev Date: Sun, 14 Apr 2024 23:57:10 +0300 Subject: [PATCH] changed order of noise and sigma_T --- .../gen score based models [latest].ipynb | 486 +++++++++--------- 1 file changed, 237 insertions(+), 249 deletions(-) diff --git a/Karpeev2024RiemannianGen/code/gen score based models [latest].ipynb b/Karpeev2024RiemannianGen/code/gen score based models [latest].ipynb index 4282d24..cf12ebd 100644 --- a/Karpeev2024RiemannianGen/code/gen score based models [latest].ipynb +++ b/Karpeev2024RiemannianGen/code/gen score based models [latest].ipynb @@ -2,24 +2,24 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "RX2AKL-mDuL7", - "outputId": "74e9916d-7864-4035-e611-e8ad7bb5a47e" + "outputId": "cc542c85-70e3-4518-882d-3555ffe73bff" }, "outputs": [ { + "output_type": "execute_result", "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 1, "metadata": {}, - "output_type": "execute_result" + "execution_count": 1 } ], "source": [ @@ -57,7 +57,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": { "id": "wdd3K0E9DMzy" }, @@ -75,25 +75,77 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 444 }, "id": "z25QSoBsDOEx", - "outputId": "334559ae-5531-4403-f89d-f68948ff07f4" + "outputId": "dbcad8b3-e349-40bb-941f-8f391806e3ac" }, "outputs": [ { + "output_type": "execute_result", "data": { - "application/vnd.google.colaboratory.intrinsic+json": { - "type": "dataframe", - "variable_name": "time_series_data" - }, + "text/plain": [ + " Sine_1 Sine_2 Sine_3 Sine_4 Sine_5 Sine_6 \\\n", + "0 0.499227 -4.411725 10.692319 -11.279750 10.484881 -3.684348 \n", + "1 -0.133238 -6.599783 9.037274 -9.331717 7.299680 -3.439150 \n", + "2 0.655228 -4.871099 7.802991 -9.999913 5.714343 -1.933242 \n", + "3 1.533083 -6.067882 7.744912 -10.162024 7.959462 -2.196147 \n", + "4 -0.221587 -5.778154 8.791923 -9.110801 7.379004 -2.189162 \n", + "... ... ... ... ... ... ... \n", + "99995 -0.235278 -6.696321 8.693031 -10.436318 8.791453 -2.522806 \n", + "99996 -0.577317 -4.868229 8.438907 -12.197858 7.346402 -3.415175 \n", + "99997 0.404159 -5.275973 8.447762 -9.049535 7.210789 -2.778072 \n", + "99998 -0.213605 -4.582429 8.056335 -9.418173 6.655348 -2.714923 \n", + "99999 0.120063 -6.505159 8.771606 -10.017673 5.809998 -2.661462 \n", + "\n", + " Sine_7 Sine_8 Sine_9 Sine_10 ... Sine_19 Sine_20 \\\n", + "0 -1.224264 7.462748 -9.262750 11.552196 ... -9.380354 8.504540 \n", + "1 -3.163087 7.903072 -9.419690 9.105929 ... -7.965465 8.975248 \n", + "2 -3.782630 7.852199 -9.437142 7.138192 ... -7.877924 9.351395 \n", + "3 -3.418351 8.276157 -10.127119 8.831457 ... -8.529731 9.933038 \n", + "4 -1.620362 7.755165 -9.600619 9.559103 ... -7.810626 11.049226 \n", + "... ... ... ... ... ... ... ... \n", + "99995 -3.197448 6.730907 -9.771154 9.377471 ... -8.490604 10.785285 \n", + "99996 -3.436570 9.618436 -8.605348 9.045115 ... -7.590837 9.877063 \n", + "99997 -3.502881 8.713937 -9.868299 8.829238 ... -6.826068 10.214667 \n", + "99998 -2.423789 7.818484 -8.924390 10.410235 ... -8.893095 9.852003 \n", + "99999 -2.443416 8.795041 -9.387173 9.416397 ... -7.911199 11.759741 \n", + "\n", + " Sine_21 Sine_22 Sine_23 Sine_24 Sine_25 Sine_26 \\\n", + "0 -7.667026 2.188024 1.181141 -5.034186 9.453629 -10.169312 \n", + "1 -9.227236 5.903854 -0.128908 -6.198486 9.656330 -8.649247 \n", + "2 -8.600037 4.147305 0.018642 -5.528533 10.151295 -9.385955 \n", + "3 -10.207764 2.878753 0.267053 -7.793856 10.837700 -10.162981 \n", + "4 -9.036691 4.330401 2.108111 -4.855487 9.188515 -9.884289 \n", + "... ... ... ... ... ... ... \n", + "99995 -8.863199 6.607087 2.075695 -5.740480 8.201147 -9.391076 \n", + "99996 -8.945077 4.730735 0.690486 -8.516726 11.403436 -9.280932 \n", + "99997 -8.090129 4.496269 1.687620 -6.110021 8.637794 -9.928300 \n", + "99998 -8.709812 5.343592 0.172304 -4.606424 8.391390 -8.352430 \n", + "99999 -7.285630 4.625330 2.826136 -6.957848 10.323942 -10.649363 \n", + "\n", + " Sine_27 Sine_28 \n", + "0 6.695705 -0.904794 \n", + "1 6.239742 -1.093481 \n", + "2 5.800800 -1.857919 \n", + "3 7.723469 -0.800386 \n", + "4 7.264531 -1.172813 \n", + "... ... ... \n", + "99995 7.606775 -2.162657 \n", + "99996 6.691540 -2.014392 \n", + "99997 8.013731 -2.316003 \n", + "99998 5.835734 -1.148211 \n", + "99999 5.502592 -1.568525 \n", + "\n", + "[100000 rows x 28 columns]" + ], "text/html": [ "\n", - "
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