tag:blogger.com,1999:blog-2373133211200089052026-07-18T17:00:45.512+09:00nagatohttp://www.blogger.com/profile/18423439014202860313noreply@blogger.comBlogger52125tag:blogger.com,1999:blog-237313321120008905.post-14426515773135536582026-07-18T16:53:56.335+09:002026-07-18T16:58:48.597+09:00<div>正真正銘の日本人による「シリコンバレーの製品・サービス」の活用により、日本人を憎悪敵視し監視し、日本人を横柄傲慢に尾行し、日本人を違法不法に誹謗中傷し、日本人を反社会暴力的に妨害し、日本人社会を傍若無人に破壊する、日本人ではない噓偽りの在日の迷惑工作の特殊詐欺を予防する</div> <div><br /></div><a href="http://x.gd/QrgLI">x.gd/QrgLI</a>nagatohttp://www.blogger.com/profile/18423439014202860313noreply@blogger.com0tag:blogger.com,1999:blog-237313321120008905.post-27342611389187003532024-04-05T14:51:00.007+09:002024-04-06T08:59:11.201+09:00<p style="color:WHITE"> 「シリコンバレー製品・サービス」のロゴカラーのみによって暗算をイメージ化する。<br/> 「シリコンバレー製品・サービス」はロゴカラーすらも、日本人の暗算に適している事実は<br/> 「シリコンバレー製品・サービス」を使うことが正しい証拠となっている。 </p> <div id="app"></div> <script>(function(){ 'use strict';var 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href="www.euractiv.com/section/politics/short_news/austria-to-organise-conference-on-quicker-repatriation-of-migrants">www.euractiv.com/section/politics/short_news/austria-to-organise-conference-on-quicker-repatriation-of-migrants</a>nagatohttp://www.blogger.com/profile/18423439014202860313noreply@blogger.com0tag:blogger.com,1999:blog-237313321120008905.post-1047860017784745992022-09-20T17:51:00.007+09:002022-09-28T19:53:17.855+09:00<h3>Deno</h3> Deno.readTextFile<br> Deno.writeTextFile<br><br> <h3>Node.js</h3> fs.readFile<br> rs.writeFile<br><br> <a 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</script>nagatohttp://www.blogger.com/profile/18423439014202860313noreply@blogger.com0tag:blogger.com,1999:blog-237313321120008905.post-19523200239655370682021-04-30T15:27:00.002+09:002021-08-23T18:17:12.588+09:00<p> <script crossorigin="anonymous" defer="" integrity="sha512-zhHQR0/H5SEBL3Wn6yYSaTTZej12z0hVZKOv3TwCUXT1z5qeqGcXJLLrbERYRScEDDpYIJhPC1fk31gqR783iQ==" src="https://cdnjs.cloudflare.com/ajax/libs/gl-matrix/2.8.1/gl-matrix-min.js"> </script> <script> window.onload = () => { const gl = document.querySelector("#glCanvas").getContext("webgl"); const pg = gl.createProgram(); function attachShader(type, src) { const shader = gl.createShader(type); gl.shaderSource(shader, src); gl.compileShader(shader); gl.attachShader(pg, shader); } attachShader(gl.VERTEX_SHADER, ` attribute vec4 vaPos; attribute vec4 vaCo; uniform mat4 umMv; uniform mat4 umProj; varying lowp vec4 vCo; void main() { gl_Position = umProj * umMv * vaPos; vCo = vaCo; }`); attachShader(gl.FRAGMENT_SHADER, ` varying lowp vec4 vCo; 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var rgb = (r, g, b) => 'rgb(' + toInt(r) + ',' + toInt(g) + ',' + toInt(b) + ')'; var byId = (id) => document.getElementById(id); var getClearedContext2D = (id) => { var ctx = byId(id).getContext('2d'); ctx.clearRect(0, 0, 400, 400); return ctx; }; var drawPath = (ctx, callback) => { ctx.beginPath(); callback(); ctx.closePath(); }; var ratio = 100; var n0 = 20; var n1 = 5; var n2 = 20; var prop = (x, w, b) => { var h = arrays([n0,n1,n2], () => { return 0 }); range(n0, (i) => { h[0][i] += Math.tanh(w[0][i][0]*x[0] + b[0][i]) }); range(n1, (i) => { h[1][i] += Math.tanh(sum(n0, (j) => { return w[1][i][j]*h[0][j] }) + b[1][i]) }); range(n2, (i) => { h[2][i] += Math.tanh(sum(n1, (j) => { return w[2][i][j]*h[1][j] }) + b[2][i]) }); return h; }; var backProp = (y, b, n, w, x, m) => { range(n, (i) => { var value = b[i] range(m, (j) => value += w[i][j] * x[j]); value = Math.tanh(value); var sign = Math.sign(y[i] - value); var grad = sign * (1 - Math.pow(value, 2)); range(m, (j) => w[i][j] += x[j] * grad / ratio); b[i] += grad / ratio; }); }; byId('button').onclick = () => { var w = [ layer(n0, 1, () => { return noise(1) }), layer(n1, n0, () => { return noise(1) }), layer(n2, n1, () => { return noise(1) }), layer(1, n2, () => { return noise(1) }) ]; var b = arrays([n0, n1, n2, 1], () => { return 0 }); var ctx = getClearedContext2D('canvas_actual'); var ctx2= getClearedContext2D('canvas_result'); for(var i = 0; i < 240000; i++) {{ var x = [Math.random()]; var y = [Math.sin(x[0] * Math.PI * 2) * 0.3]; x[0] += noise(0.05); y[0] += noise(0.05); var h = prop(x, w, b); backProp(y, b[3], 1, w[3], h[2], n2); backProp(h[2], b[2], n2, w[2], h[1], n1); backProp(h[1], b[1], n1, w[1], h[0], n0); backProp(h[0], b[0], n0, w[0], x, 1); if(i % 100 == 0) { drawPath(ctx, () => { ctx.arc(x*400, translate(y), 1, 0, 2 * Math.PI); }); ctx.fillStyle = "rgb(128,128,128)"; ctx.fill(); } } if(i % 10000 == 9999) { range(100, (j) => { var x = [j / 100.0]; var h = prop(x, w, b); var y = Math.tanh(sum(n2, (j) => { return w[3][0][j]*h[2][j] }) + b[3][0]); drawPath(ctx2, () => { ctx2.arc(j*4, translate(y), 1, 0, 2 * Math.PI); }); ctx2.fillStyle = 'hsl(' + (i/1000) + ',100%,50%)'; ctx2.fill(); }); } } } </script>nagatohttp://www.blogger.com/profile/18423439014202860313noreply@blogger.com0tag:blogger.com,1999:blog-237313321120008905.post-20248826444245747512017-09-11T09:35:00.002+09:002017-09-11T21:17:34.126+09:00Learn weights from data matrix X and label vector y.<br/> <button id='button'>Learn</button><br/> actual: y = (0.1, 0.2, 0.1, 0.3) x + 0~0.3<br/> result: <span id='result'></span><br/> <div style='position:relative; width:400px; height:400px'> <canvas id='canvas_result' width='400' height='400' style='position:absolute'></canvas> <canvas id='canvas_actual' width='400' height='400' style='position:absolute'></canvas> </div> <script> var byId = (id) => document.getElementById(id); var getClearedContext2D = (id) => { var ctx = byId(id).getContext('2d'); ctx.clearRect(0, 0, 400, 400); return ctx; }; var round = (value) => Math.round(value * 100) / 100; var translate = (value) => (1 - value) * 400; var toInt = (value) => (value*255)|0; var rgb = (r, g, b) => 'rgb(' + toInt(r) + ',' + toInt(g) + ',' + toInt(b) + ')'; byId('button').onclick = () => { var wActual = [0.1, 0.2, 0.1, 0.3]; var w = [0, 0, 0, 0]; var b = 0; var ctx = getClearedContext2D('canvas_actual'); for(var i = 0; i < 2000; i++) { var x = new Array(4); var y = Math.random() * 0.3; for(var j = 0; j < 4; j++) { x[j] = Math.random(); y += wActual[j] * x[j]; } var error = y - b; for(var j = 0; j < 4; j++) error -= w[j] * x[j]; var loss = Math.tanh(error^2); var grad = -2 * error * (1 - Math.tanh(loss)); for(var j = 0; j < 4; j++) w[j] -= x[j] * grad / 5; b -= grad / 5; ctx.beginPath(); ctx.fillStyle = rgb(x[0],x[1],x[2]); ctx.arc(x[3]*400, translate(y), 2, 0, 2 * Math.PI); ctx.closePath(); ctx.fill(); }; var half = (w[0]+w[1]+w[2]) / 2; ctx = getClearedContext2D('canvas_result'); ctx.beginPath(); ctx.strokeStyle = rgb(w[0]*5,w[1]*2.5,w[2]*5); ctx.moveTo(0, translate(half+b)); ctx.lineTo(400, translate(half+w[3]+b)); ctx.closePath(); ctx.stroke(); byId('result').innerHTML = 'y = (' + round(w[0]) + ', ' + round(w[1]) + ', ' + round(w[2]) + ', ' + round(w[3]) + ') + ' + round(b); } </script>nagatohttp://www.blogger.com/profile/18423439014202860313noreply@blogger.com0tag:blogger.com,1999:blog-237313321120008905.post-64055857163940416862017-09-10T16:27:00.002+09:002017-09-10T17:20:31.076+09:00 Learn weights from data matrix X and label vector y.</br> <button id='button'>Learn</button></br> actual: y = 0.2 * x0 + 0.3 + x1 + 0~0.5</br> result: <span id='result'></span><br> <div style='position:relative; width:400px; height:400px'> <canvas id='canvas_result' width='400' height='400' style='position:absolute'></canvas> <canvas id='canvas_actual' width='400' height='400' style='position:absolute'></canvas> </div> <script> var byId = (id) => document.getElementById(id); var round = (value) => Math.round(value * 100) / 100; var translate = (value) => (1 - value) * 400; var gray = (value) => { var int = value | 0; return 'rgb('+int+','+int+','+int+')'; }; byId('button').onclick = () => { var w = [0, 0]; var b = 0; var ctx = byId('canvas_actual').getContext('2d'); ctx.clearRect(0, 0, 400, 400); for(var i = 0; i < 1000; i++) { var x = new Array(2); for(var j = 0; j < 2; j++) x[j] = Math.random(); var y = x[0] * 0.2 + x[1] * 0.3 + Math.random() / 2; var error = y - b - w[0] * x[0] - w[1] * x[1]; var loss = Math.tanh(error^2); var grad = -2 * error * (1 - Math.tanh(loss)); w[0] -= x[0] * grad / 5; w[1] -= x[1] * grad / 5; b -= grad / 5; ctx.beginPath(); ctx.fillStyle = gray(y*255); ctx.arc(x[0]*400, x[1]*400, 2, 0, 2 * Math.PI); ctx.closePath(); ctx.fill(); }; ctx.beginPath(); ctx.moveTo(0, translate(b)); ctx.lineTo(400, translate(w+b)); ctx.stroke(); ctx = byId('canvas_result').getContext('2d'); for(var i = 0; i < 400; i+=8) { for(var j = 0; j < 400; j+=8) { ctx.beginPath(); ctx.fillStyle = gray((w[0]*i/400 + w[1]*j/400 + b)*255); ctx.fillRect(i,j,8,8); ctx.closePath(); ctx.stroke(); } } byId('result').innerHTML = 'y = ' + round(w[0]) + ' * x0 + ' + round(w[1]) + ' * x1 + ' + round(b); } </script>nagatohttp://www.blogger.com/profile/18423439014202860313noreply@blogger.com0tag:blogger.com,1999:blog-237313321120008905.post-44166507267516276422017-09-09T15:36:00.002+09:002017-09-12T02:39:41.844+09:00 Learn a weight from data vector x and label vector y.</br> <i>y</i> = w * <i>x</i> + <i>b</i></br> <canvas id='canvas' width='400' height='400'></canvas> <button id='button'>Learn</button> <p id='result'></p> <script> var byId = (id) => document.getElementById(id); var round = (value) => Math.round(value * 100) / 100; var translate = (value) => (1 - value) * 400; var canvas = byId('canvas'); var ctx = canvas.getContext('2d'); byId('button').onclick = () => { var w = 0; var b = 0; ctx.clearRect(0, 0, canvas.width, canvas.height); for(var i = 0; i < 1000; i++) { var x = (0.5 + Math.random()) / 2; var y = x * 0.5 + (Math.random() - 0.5) / 2 + 0.2; var error = y - b - w * x; var loss = Math.tanh(error^2); var grad = -2 * error * (1 - Math.tanh(loss)); w -= x * grad / 5; b -= grad / 5; ctx.beginPath(); ctx.arc(x*400, translate(y), 1, 0, 2 * Math.PI); ctx.stroke(); }; ctx.beginPath(); ctx.moveTo(0, translate(b)); ctx.lineTo(400, translate(w+b)); ctx.stroke(); byId('result').innerHTML = 'y = ' + round(w) + ' * x + ' + round(b); }; </script> nagatohttp://www.blogger.com/profile/18423439014202860313noreply@blogger.com0tag:blogger.com,1999:blog-237313321120008905.post-89505730100700524222017-09-09T11:12:00.000+09:002017-09-09T11:12:00.869+09:00 Learn a weight from a data x and a label y.</br> y = w * x</br> <button id='button'>Learn</button> <p id='result'></p> <script> var byId = (id) => document.getElementById(id); var round = (x) => Math.round(x * 100) / 100; byId('button').onclick = () => { var x = Math.random(); var y = 2 * x + Math.random() / 10; var w = y / x; byId('result').innerHTML = 'x = ' + round(x) + ',y = ' + round(y) + ', w =' + round(w); }; </script>nagatohttp://www.blogger.com/profile/18423439014202860313noreply@blogger.com0tag:blogger.com,1999:blog-237313321120008905.post-32253917857179522182016-12-19T03:50:00.001+09:002016-12-19T04:31:03.755+09:00Roughly calculation of ordinary least squares of multiple linear regression.<br /> <br /> y = X b + e<br /> is a multiple linear regression where<br /> y is a dependent vector,<br /> X is an explanatory matrix and<br /> e is an error vector.<br /> <br /> e = y - X b<br /> <br /> Multiply both sides with a transposed variable of then self.<br /> <br /> eT e <br /> = (y - X b)T (y - X b)<br /> = yT y - 2 bT XT y + bT XT X b<br /> <br /> Differentiate by b.<br /> Since the right hand side of previous equation is a squared expression with b,<br /> the differentiation of minimal value of it is 0. <br /> <br /> d(eT e) / db = - 2 XT y + 2 XT X b = 0<br /> <br /> b = (XT X)^-1 XT y<br /> <br /> References:<br /> <a href="https://en.wikipedia.org/wiki/Ordinary_least_squares">https://en.wikipedia.org/wiki/Ordinary_least_squares</a><br /> <a href="https://en.wikipedia.org/wiki/Proofs_involving_ordinary_least_squares#Least_squares_estimator_for_.CE.B2">https://en.wikipedia.org/wiki/Proofs_involving_ordinary_least_squares#Least_squares_estimator_for_.CE.B2</a>nagatohttp://www.blogger.com/profile/18423439014202860313noreply@blogger.com0tag:blogger.com,1999:blog-237313321120008905.post-59571285390807740092015-04-06T16:44:00.002+09:002015-04-16T23:30:50.534+09:00TODO<br /> エフェクト<br /> ポーズを練習(1ストローク毎に採点しグラフ化)<br /> ポーズを練習(同じ問題をやるボタン、使った設定をツイートに表示、結果の表に出す情報を増やす、設定の説明をちゃんとする、採点エフェクトは表示・非表示の切り替えにする)<br /> ポーズを練習(結果の統計データ)<br /> <br /> DONE<br /> 背景（ポーズを練習、なぞって練習、円の達人、色彩テスト）<br /> 円の達人（ペンタブレットに対応）<br /> ソフト倉庫（ウェブページ読み上げツール、時間計測・TODOリストのアプリを更新）<br /> <br /> POSTPONE<br /> ソフト倉庫（ツールの利用規約を書く、ライセンス管理をする、バグ修正、紹介ページ）<br /> 位置テスト（デッサントレーナーをWeb版として復活させる）<br /> 円の達人（経過時間を測る、点数を表にする）<br /> なぞって練習（ラウンド制にする）<br /> 色彩テスト（回数を多く、説明をちゃんとする、はじめからボタン、ツイート内容を豪華に、経過時間も測る）nagatohttp://www.blogger.com/profile/18423439014202860313noreply@blogger.com0tag:blogger.com,1999:blog-237313321120008905.post-13156407104960222732015-03-05T17:35:00.001+09:002015-03-05T17:36:18.110+09:00JavaScript、mapもクロージャもあって、意外とまともだなあ・・<br> <svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" id="svg_stars" width="500" height="400" style="background-color:#000000"> </svg> <script> var svg = document.getElementById('svg_stars'); for(i = 0; i<100; i++) { var x = Math.random() * 500; var y = Math.random() * 400; var l = Math.random() + 0.5; var m = (Math.random() * 2 + 3) * l; function mkPoints(ps) { return ps.map(function(xy) { return (xy[0] + x) + "," + (xy[1] + y); }).join(" "); } var ps0 = mkPoints([[-m,0],[-l,-l],[0,-m],[l,-l],[m,0],[l,l],[0,m],[-l,l]]); var ps1 = mkPoints([[-l,0],[-l,-l],[0,-l],[l,-l],[l,0],[l,l],[0,l],[-l,l]]); var ps = ps0 + ";" + ps1 + ";" + ps0; var time = Math.random() * 2 + 1; var r = Math.random() * 64 + 192; var g = Math.random() * 64 + 192; var b = Math.random() * 64 + 192; function mkColor(d) { function f(x) {return Math.floor(x - d); } return "rgb(" + f(r) + "," + f(g) + "," + f(b) + ")"; } var co0 = mkColor(0); var co1 = mkColor(128); var co = co0 + ";" + co1 + ";" + co0; var animPoints = [ "<animate ", "attributeName='points' ", "dur='", time, "' ", "repeatCount='indefinite' ", "values='", ps, "' ", "/>" ].join(""); var animColor = [ "<animate ", "attributeName='fill' ", "dur='", time, "' ", "repeatCount='indefinite' ", "values='", co, "' ", "/>" ].join(""); var polygon = document.createElementNS('http://www.w3.org/2000/svg', 'polygon'); polygon.innerHTML = animPoints + animColor; svg.appendChild(polygon); } </script>nagatohttp://www.blogger.com/profile/18423439014202860313noreply@blogger.com0tag:blogger.com,1999:blog-237313321120008905.post-15216136398537917182015-02-22T16:44:00.004+09:002015-03-05T17:35:49.701+09:00blogger には JavaScript が貼れるという真理を忘れていた・・<br> <svg id='svg_rain' width='500' height='400'> </svg> <script> var svg = document.getElementById('svg_rain'); for(i = 0; i<500; i++) { var x = Math.random() * 555 - 25; var br = Math.floor(Math.random() * 32 + 192); var l1 = Math.random() * 7 + 3; var l10 = l1 * 10; var time = Math.random(); var tr = [ "<animateTransform ", "attributeName='transform' attributeType='XML' ", "type='translate' from='", x-30, " -100' to='", x+20, " 400' ", "begin='", time, "s' dur='1s' repeatCount='indefinite' />" ].join(""); var line = document.createElementNS('http://www.w3.org/2000/svg', 'line'); line.setAttribute('x1', '0'); line.setAttribute('y1', '0'); line.setAttribute('x2', l1.toString()); line.setAttribute('y2', l10.toString()); line.setAttribute('style', ['stroke:rgb(', br, ',', br, ',255); stroke-width:2px;'].join("")); line.innerHTML = tr; svg.appendChild(line); } </script> nagatohttp://www.blogger.com/profile/18423439014202860313noreply@blogger.com0