deploy: 3cc16aa

Author: ishii-norimi

README.md

@@ -39,7 +39,7 @@ Download from the CDN.
 
 ```HTML
 <script type="module">
-    import dam from 'https://cdn.jsdelivr.net/npm/@ai-on-browser/data-analysis-models@0.22.0/lib/index.min.js';
+    import dam from 'https://cdn.jsdelivr.net/npm/@ai-on-browser/data-analysis-models@0.23.0/lib/index.min.js';
     // Do something
 </script>
 ```

docs/index.html

@@ -22,7 +22,7 @@
 </code><button type="button">Copy</button></pre>
 
 <a id="html" class="tsd-anchor"></a><h3 class="tsd-anchor-link">HTML<a href="#html" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="assets/icons.svg#icon-anchor"></use></svg></a></h3><p>Download from the CDN.</p>
-<pre><code class="HTML"><span class="hl-4">&lt;</span><span class="hl-5">script</span><span class="hl-6"> </span><span class="hl-7">type</span><span class="hl-6">=</span><span class="hl-8">&quot;module&quot;</span><span class="hl-4">&gt;</span><br/><span class="hl-6">    </span><span class="hl-9">import</span><span class="hl-6"> </span><span class="hl-10">dam</span><span class="hl-6"> </span><span class="hl-9">from</span><span class="hl-6"> </span><span class="hl-2">&#39;https://cdn.jsdelivr.net/npm/@ai-on-browser/data-analysis-models@0.22.0/lib/index.min.js&#39;</span><span class="hl-6">;</span><br/><span class="hl-6">    </span><span class="hl-11">// Do something</span><br/><span class="hl-4">&lt;/</span><span class="hl-5">script</span><span class="hl-4">&gt;</span>
+<pre><code class="HTML"><span class="hl-4">&lt;</span><span class="hl-5">script</span><span class="hl-6"> </span><span class="hl-7">type</span><span class="hl-6">=</span><span class="hl-8">&quot;module&quot;</span><span class="hl-4">&gt;</span><br/><span class="hl-6">    </span><span class="hl-9">import</span><span class="hl-6"> </span><span class="hl-10">dam</span><span class="hl-6"> </span><span class="hl-9">from</span><span class="hl-6"> </span><span class="hl-2">&#39;https://cdn.jsdelivr.net/npm/@ai-on-browser/data-analysis-models@0.23.0/lib/index.min.js&#39;</span><span class="hl-6">;</span><br/><span class="hl-6">    </span><span class="hl-11">// Do something</span><br/><span class="hl-4">&lt;/</span><span class="hl-5">script</span><span class="hl-4">&gt;</span>
 </code><button type="button">Copy</button></pre>
 
 <a id="examples" class="tsd-anchor"></a><h2 class="tsd-anchor-link">Examples<a href="#examples" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="assets/icons.svg#icon-anchor"></use></svg></a></h2><a id="ridge" class="tsd-anchor"></a><h3 class="tsd-anchor-link">Ridge<a href="#ridge" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="assets/icons.svg#icon-anchor"></use></svg></a></h3><pre><code class="JavaScript"><span class="hl-9">import</span><span class="hl-1"> </span><span class="hl-10">dam</span><span class="hl-1"> </span><span class="hl-9">from</span><span class="hl-1"> </span><span class="hl-2">&#39;@ai-on-browser/data-analysis-models&#39;</span><span class="hl-1">;</span><br/><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-12">x</span><span class="hl-1"> = </span><span class="hl-10">dam</span><span class="hl-1">.</span><span class="hl-10">Matrix</span><span class="hl-1">.</span><span class="hl-0">randn</span><span class="hl-1">(</span><span class="hl-13">100</span><span class="hl-1">, </span><span class="hl-13">3</span><span class="hl-1">);</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-12">y</span><span class="hl-1"> = </span><span class="hl-10">x</span><span class="hl-1">.</span><span class="hl-0">sum</span><span class="hl-1">(</span><span class="hl-13">1</span><span class="hl-1">);</span><br/><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-12">model</span><span class="hl-1"> = </span><span class="hl-3">new</span><span class="hl-1"> </span><span class="hl-10">dam</span><span class="hl-1">.</span><span class="hl-10">models</span><span class="hl-1">.</span><span class="hl-0">Ridge</span><span class="hl-1">(</span><span class="hl-13">0.1</span><span class="hl-1">);</span><br/><span class="hl-10">model</span><span class="hl-1">.</span><span class="hl-0">fit</span><span class="hl-1">(</span><span class="hl-10">x</span><span class="hl-1">.</span><span class="hl-0">toArray</span><span class="hl-1">(), </span><span class="hl-10">y</span><span class="hl-1">.</span><span class="hl-0">toArray</span><span class="hl-1">());</span><br/><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-12">predict</span><span class="hl-1"> = </span><span class="hl-10">model</span><span class="hl-1">.</span><span class="hl-0">predict</span><span class="hl-1">(</span><span class="hl-10">x</span><span class="hl-1">.</span><span class="hl-0">toArray</span><span class="hl-1">());</span><br/><span class="hl-3">const</span><span class="hl-1"> </span><span class="hl-12">error</span><span class="hl-1"> = </span><span class="hl-10">dam</span><span class="hl-1">.</span><span class="hl-10">evaluate</span><span class="hl-1">.</span><span class="hl-0">rmse</span><span class="hl-1">(</span><span class="hl-10">predict</span><span class="hl-1">, </span><span class="hl-10">y</span><span class="hl-1">.</span><span class="hl-0">toArray</span><span class="hl-1">());</span><br/><span class="hl-10">console</span><span class="hl-1">.</span><span class="hl-0">log</span><span class="hl-1">(</span><span class="hl-10">error</span><span class="hl-1">);</span>

lib/model/nns/onnx/onnx_exporter.js

@@ -1,6 +1,6 @@
 {
   "name": "@ai-on-browser/data-analysis-models",
-  "version": "0.22.0",
+  "version": "0.23.0",
   "description": "Data analysis model package without any dependencies",
   "type": "module",
   "main": "./lib/index.js",