{ "cells": [ { "cell_type": "code", "execution_count": 3, "id": "82260596-2e3a-4eb5-816f-00e4970e0d9e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "5×7 adjoint(reshape(::UnitRange{Int64}, 7, 5)) with eltype Int64:\n", " 1 2 3 4 5 6 7\n", " 8 9 10 11 12 13 14\n", " 15 16 17 18 19 20 21\n", " 22 23 24 25 26 27 28\n", " 29 30 31 32 33 34 35" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "using Plots\n", "default(fmt=:png)\n", "A = reshape(1:35, 7, 5)\n", "A'" ] }, { "cell_type": "code", "execution_count": 9, "id": "f82e6509-6d96-49f4-af6f-219964022ce4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "35-element Vector{Tuple{Int64, Int64, Plots.PlotText}}:\n", " (1, 1, Plots.PlotText(\"1.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (1, 2, Plots.PlotText(\"8.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (1, 3, Plots.PlotText(\"15.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (1, 4, Plots.PlotText(\"22.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (1, 5, Plots.PlotText(\"29.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (2, 1, Plots.PlotText(\"2.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (2, 2, Plots.PlotText(\"9.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (2, 3, Plots.PlotText(\"16.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (2, 4, Plots.PlotText(\"23.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (2, 5, Plots.PlotText(\"30.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (3, 1, Plots.PlotText(\"3.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (3, 2, Plots.PlotText(\"10.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (3, 3, Plots.PlotText(\"17.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " ⋮\n", " (5, 4, Plots.PlotText(\"26.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (5, 5, Plots.PlotText(\"33.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (6, 1, Plots.PlotText(\"6.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (6, 2, Plots.PlotText(\"13.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (6, 3, Plots.PlotText(\"20.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (6, 4, Plots.PlotText(\"27.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (6, 5, Plots.PlotText(\"34.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (7, 1, Plots.PlotText(\"7.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (7, 2, Plots.PlotText(\"14.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (7, 3, Plots.PlotText(\"21.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (7, 4, Plots.PlotText(\"28.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))\n", " (7, 5, Plots.PlotText(\"35.0\", Plots.Font(\"sans-serif\", 10, :hcenter, :vcenter, 0.0, RGB{N0f8}(1.0,1.0,1.0))))" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ann = [(i,j, text(round(A[i,j], digits=2), 10, :white, :center))\n", " for i in 1:7 for j in 1:5]" ] }, { "cell_type": "code", "execution_count": 11, "id": "1b98dc72-d8d1-4082-b288-9d6cb20fdec8", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "image/svg+xml": [ "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", "\n", "\n", "\n" ], "text/html": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "heatmap(A')\n", "annotate!(ann)" ] }, { "cell_type": "code", "execution_count": null, "id": "ae32d7e7-ff0c-4290-b617-7eb57a06212f", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Julia 1.9.3", "language": "julia", "name": "julia-1.9" }, "language_info": { "file_extension": ".jl", "mimetype": "application/julia", "name": "julia", "version": "1.9.3" } }, "nbformat": 4, "nbformat_minor": 5 }