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ulises-jeremias committed Jan 6, 2024
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2 changes: 1 addition & 1 deletion autograd.html
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<div class="doc-toc"><ul><li class="open"><a href="#add_gate">fn add_gate</a> <ul>
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Expand Up @@ -220,7 +220,7 @@ <h1>VTL Datasets</h1><p>This module exposes some functionalities to download and
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<div class="doc-toc"><ul><li class="open"><a href="#readme_datasets">README</a></li>
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<div class="doc-content">
<section id="README" class="doc-node">
<div class="title"><h1> README</h1></div>
<div align="center"> <p> <img style="width: 200px" width="200" src="https://github.com/vlang/vtl/blob/main/static/vtl-logo.png?sanitize=true&ram=true" > </p> <h1>The V Tensor Library</h1>
<div align="center"> <p> <img style="width: 200px" width="200" src="https://github.com/vlang/vtl/blob/main/static/vtl-logo.png?sanitize=true&raw=true" > </p> <h1>The V Tensor Library</h1>
<p><a href="https://vlang.io">vlang.io</a> | <a href="https://vlang.github.io/vtl">Docs</a> | <a href="https://github.com/vlang/vtl/blob/main/docs/TUTORIAL.md">Tutorials</a> | <a href="#">Changelog</a> | <a href="https://github.com/vlang/vtl/blob/main/CONTRIBUTING.md">Contributing</a></p></div> <div align="center">
<p><a href="https://github.com/vlang/awesome-v/blob/master/README.md#scientific-computing"><img src="https://awesome.re/mentioned-badge.svg" alt="Mentioned in Awesome V" /></a> <a href="https://github.com/vlang/vtl/actions/workflows/ci.yml"><img src="https://github.com/vlang/vtl/actions/workflows/ci.yml/badge.svg" alt="Continuous Integration" /></a> <a href="https://github.com/vlang/vtl/actions/workflows/deploy-docs.yml"><img src="https://github.com/vlang/vtl/actions/workflows/deploy-docs.yml/badge.svg" alt="Deploy Documentation" /></a> <a href="https://github.com/vlang/vtl/blob/main/LICENSE"><img src="https://img.shields.io/badge/License-MIT-blue.svg" alt="License: MIT" /></a></p></div>
<pre><code class="language-v"><span class="token operator">&</span>gt<span class="token punctuation">;</span><span class="token operator">&</span>gt<span class="token punctuation">;</span><span class="token operator">&</span>gt<span class="token punctuation">;</span> <span class="token keyword">import</span> vtl
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<div class="doc-toc"><ul><li class="open"><a href="#det">fn det</a> <ul>
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2 changes: 1 addition & 1 deletion ml.metrics.html
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<div class="doc-toc"><ul><li class="open"><a href="#absolute_error">fn absolute_error</a> <ul>
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2 changes: 1 addition & 1 deletion nn.gates.activation.html
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<div class="doc-toc"><ul><li class="open"><a href="#elu_gate">fn elu_gate</a> <ul>
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2 changes: 1 addition & 1 deletion nn.gates.layers.html
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</section>


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<div class="doc-toc"><ul><li class="open"><a href="#dropout_gate">fn dropout_gate</a> <ul>
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2 changes: 1 addition & 1 deletion nn.gates.loss.html
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<div class="doc-toc"><ul><li class="open"><a href="#mse_gate">fn mse_gate</a> <ul>
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2 changes: 1 addition & 1 deletion nn.internal.html
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<div class="doc-toc"><ul><li class="open"><a href="#compute_fans">fn compute_fans</a> <ul>
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2 changes: 1 addition & 1 deletion nn.layers.html
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<div class="doc-toc"><ul><li class="open"><a href="#dropout_layer">fn dropout_layer</a> <ul>
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2 changes: 1 addition & 1 deletion nn.loss.html
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</section>


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<div class="doc-toc"><ul><li class="open"><a href="#loss_loss">fn loss_loss</a> <ul>
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2 changes: 1 addition & 1 deletion nn.models.html
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<div class="doc-toc"><ul><li class="open"><a href="#sequential">fn sequential</a> <ul>
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2 changes: 1 addition & 1 deletion nn.optimizers.html
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<div class="doc-toc"><ul><li class="open"><a href="#adam_optimizer">fn adam_optimizer</a> <ul>
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2 changes: 1 addition & 1 deletion nn.types.html
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<div class="doc-toc"><ul><li class="open"><a href="#Layer">interface Layer</a> <ul>
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<div class="doc-toc"><ul><li class="open"><a href="#absdev">fn absdev</a> <ul>
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2 changes: 1 addition & 1 deletion storage.html
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10 changes: 5 additions & 5 deletions vtl.html
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<div class="doc-content">
<section id="readme_vtl" class="doc-node">
<div class="title"><h1> vtl <a href="#readme_vtl">#</a></h1></div>
<div align="center"> <p> <img style="width: 200px" width="200" src="https://github.com/vlang/vtl/blob/main/static/vtl-logo.png?sanitize=true&ram=true" > </p> <h1>The V Tensor Library</h1>
<div align="center"> <p> <img style="width: 200px" width="200" src="https://github.com/vlang/vtl/blob/main/static/vtl-logo.png?sanitize=true&raw=true" > </p> <h1>The V Tensor Library</h1>
<p><a href="https://vlang.io">vlang.io</a> | <a href="https://vlang.github.io/vtl">Docs</a> | <a href="https://github.com/vlang/vtl/blob/main/docs/TUTORIAL.md">Tutorials</a> | <a href="#">Changelog</a> | <a href="https://github.com/vlang/vtl/blob/main/CONTRIBUTING.md">Contributing</a></p></div>
<pre><code class="language-v"><span class="token operator">&</span>gt<span class="token punctuation">;</span><span class="token operator">&</span>gt<span class="token punctuation">;</span><span class="token operator">&</span>gt<span class="token punctuation">;</span> <span class="token keyword">import</span> vtl
<span class="token operator">&</span>gt<span class="token punctuation">;</span><span class="token operator">&</span>gt<span class="token punctuation">;</span><span class="token operator">&</span>gt<span class="token punctuation">;</span> t <span class="token operator">:=</span> vtl<span class="token punctuation">.</span><span class="token function">from_array</span><span class="token punctuation">(</span><span class="token punctuation">[</span><span class="token number">1.0</span><span class="token punctuation">,</span> <span class="token number">2</span><span class="token punctuation">,</span> <span class="token number">3</span><span class="token punctuation">,</span> <span class="token number">4</span><span class="token punctuation">]</span><span class="token punctuation">,</span> <span class="token punctuation">[</span><span class="token number">2</span><span class="token punctuation">,</span> <span class="token number">2</span><span class="token punctuation">]</span><span class="token punctuation">)</span><span class="token operator">!</span>
<span class="token operator">&</span>gt<span class="token punctuation">;</span><span class="token operator">&</span>gt<span class="token punctuation">;</span><span class="token operator">&</span>gt<span class="token punctuation">;</span> t<span class="token punctuation">.</span><span class="token function">get</span><span class="token punctuation">(</span><span class="token punctuation">[</span><span class="token number">1</span><span class="token punctuation">,</span> <span class="token number">1</span><span class="token punctuation">]</span><span class="token punctuation">)</span>
<pre><code class="language-v"><span class="token keyword">import</span> vtl
t <span class="token operator">:=</span> vtl<span class="token punctuation">.</span><span class="token function">from_array</span><span class="token punctuation">(</span><span class="token punctuation">[</span><span class="token number">1.0</span><span class="token punctuation">,</span> <span class="token number">2</span><span class="token punctuation">,</span> <span class="token number">3</span><span class="token punctuation">,</span> <span class="token number">4</span><span class="token punctuation">]</span><span class="token punctuation">,</span> <span class="token punctuation">[</span><span class="token number">2</span><span class="token punctuation">,</span> <span class="token number">2</span><span class="token punctuation">]</span><span class="token punctuation">)</span><span class="token operator">!</span>
t<span class="token punctuation">.</span><span class="token function">get</span><span class="token punctuation">(</span><span class="token punctuation">[</span><span class="token number">1</span><span class="token punctuation">,</span> <span class="token number">1</span><span class="token punctuation">]</span><span class="token punctuation">)</span>
<span class="token number">4.0</span></code></pre><h2>VTL Provides</h2><ul><li>An n-dimensional <code>Tensor</code> data structure</li><li>Sophisticated reduction, elementwise, and accumulation operations</li><li>Data Structures that can easily be passed to C libraries</li><li>Powerful linear algebra routines backed by VSL that uses LAPACKE and OpenBLAS.</li></ul><p>In the <a href="https://vlang.github.io/vtl">docs</a> you can find more information about this module</p><h2>Installation</h2><h3>Install dependencies (optional)</h3><p>We use <a href="https://github.com/vlang/vsl">VSL</a> as backend for some functionalities.VTL requires VSL's linear algebra module.If you wish you to use vtl without these, the <code>vtl</code> module will still function as normal.</p><p>Follow this <a href="https://github.com/vlang/vsl#install-vsl-locally">install instructions</a>at VSL docs in order to install VSL with all needed dependencies.</p><h3>Install VTL</h3><pre><code class="language-sh">v install vtl
</code></pre><p>Done. Installation completed.</p><h2>Testing</h2><p>To test the module, just type the following command:</p><pre><code class="language-sh">v test .
</code></pre><h2>License</h2><p><a href="LICENSE">MIT</a></p><h2>Contributors</h2><blockquote><p>This work was originally based on the work done byChristopher (<a href="https://github.com/christopherzimmerman">christopherzimmerman</a>).</p></blockquote><blockquote><p>The development of this library continues its course after having reimplemented its coreand a large part of its interface. In the same way, we do not want to stop recognizingthe work and inspiration that the library done by Christopher has given.</p></blockquote><a href="https://github.com/vlang/vtl/contributors">
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<div class="doc-toc"><ul><li class="open"><a href="#readme_vtl">README</a></li>
<li class="open"><a href="#bernoulli">fn bernoulli</a> <ul>
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