{ "cells": [ { "cell_type": "markdown", "id": "5eb8c31b", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Tutorial on Classification I: Generative models" ] }, { "cell_type": "markdown", "id": "3a485dc1", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "
\n", " | skt | \n", "u10 | \n", "v10 | \n", "t2m | \n", "d2m | \n", "tcc | \n", "sp | \n", "tp | \n", "ssrd | \n", "blh | \n", "
---|---|---|---|---|---|---|---|---|---|---|
count | \n", "87672.000000 | \n", "87672.000000 | \n", "87672.000000 | \n", "87672.000000 | \n", "87672.000000 | \n", "87672.000000 | \n", "87672.000000 | \n", "87672.000000 | \n", "8.767200e+04 | \n", "87672.000000 | \n", "
mean | \n", "283.811469 | \n", "1.063173 | \n", "0.542577 | \n", "284.102522 | \n", "280.603131 | \n", "0.674363 | \n", "100306.215302 | \n", "0.000081 | \n", "4.692709e+05 | \n", "592.633676 | \n", "
std | \n", "7.282320 | \n", "2.920556 | \n", "3.055488 | \n", "6.615780 | \n", "5.536824 | \n", "0.356627 | \n", "946.710936 | \n", "0.000285 | \n", "7.169155e+05 | \n", "436.894806 | \n", "
min | \n", "258.046500 | \n", "-8.554123 | \n", "-8.692932 | \n", "260.682980 | \n", "258.580700 | \n", "0.000000 | \n", "95585.560000 | \n", "0.000000 | \n", "-1.429965e-03 | \n", "10.763875 | \n", "
25% | \n", "278.694565 | \n", "-1.201481 | \n", "-1.761349 | \n", "279.443792 | \n", "276.807730 | \n", "0.383133 | \n", "99755.795000 | \n", "0.000000 | \n", "0.000000e+00 | \n", "215.325750 | \n", "
50% | \n", "283.566100 | \n", "1.155563 | \n", "0.384865 | \n", "284.094120 | \n", "281.082300 | \n", "0.835373 | \n", "100369.515000 | \n", "0.000000 | \n", "2.118400e+04 | \n", "505.917295 | \n", "
75% | \n", "288.581330 | \n", "3.045872 | \n", "2.631916 | \n", "288.708078 | \n", "284.839027 | \n", "0.996002 | \n", "100914.701250 | \n", "0.000000 | \n", "7.436800e+05 | \n", "898.669800 | \n", "
max | \n", "313.901800 | \n", "14.185852 | \n", "14.439499 | \n", "309.334100 | \n", "296.104550 | \n", "1.000000 | \n", "102814.060000 | \n", "0.005638 | \n", "3.233472e+06 | \n", "2987.135000 | \n", "