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kgryte merged 2 commits into from
Aug 7, 2026
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docs: update Markdown equation elements #13995

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2c32eb2
docs: update Markdown equation SVGs
stdlib-bot Aug 7, 2026
48c9910
docs: update Markdown equation elements
stdlib-bot Aug 7, 2026
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2 changes: 1 addition & 1 deletion lib/node_modules/@stdlib/math/base/special/expf/README.md
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Expand Up @@ -33,7 +33,7 @@ y = e^x
```

<!-- <div class="equation" align="center" data-raw-text="y = e^x" data-equation="eq:natural_exponential_function">
<img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@3a6b2fe467c920a88f281944d6eb9370eb5cc4cb/lib/node_modules/@stdlib/math/base/special/expf/docs/img/equation_natural_exponential_function.svg" alt="Natural exponential function definition">
<img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@dac85e0230cd4052f0ec097d58e3372d899782f6/lib/node_modules/@stdlib/math/base/special/expf/docs/img/equation_natural_exponential_function.svg" alt="Natural exponential function definition">
<br>
</div> -->

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2 changes: 1 addition & 1 deletion lib/node_modules/@stdlib/ml/base/loss/float64/hinge-gradient/README.md
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Expand Up @@ -33,7 +33,7 @@ The [hinge loss gradient][hinge-loss-gradient] is defined as
```

<!-- <div class="equation" align="center" data-raw-text="\frac{\partial \ell}{\partial w} = \begin{cases} -yx &amp; \text{if } yp \leq t \\ 0 &amp; \text{otherwise} \end{cases}" data-equation="eq:hinge_loss_gradient">
<img src="" alt="Equation for the hinge loss gradient.">
<img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@2c32eb273fa95e2fd832845e12f129c4a07d2741/lib/node_modules/@stdlib/ml/base/loss/float64/hinge-gradient/docs/img/equation_hinge_loss_gradient.svg" alt="Equation for the hinge loss gradient.">
<br>
</div> -->

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75 changes: 75 additions & 0 deletions ...b/ml/base/loss/float64/hinge-gradient/docs/img/equation_hinge_loss_gradient.svg
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7 changes: 6 additions & 1 deletion lib/node_modules/@stdlib/ml/base/loss/float64/huber-gradient/README.md
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Expand Up @@ -29,9 +29,14 @@ The [Huber loss gradient][huber-loss-gradient] is defined as
<!-- <equation class="equation" label="eq:huber_loss_gradient" align="center" raw="\frac{\partial \ell}{\partial w} = \begin{cases} -(y-p)x & \text{if } \left|y-p\right| \leq \delta \\ -\delta\,\operatorname{sign}(y-p)\,x & \text{otherwise} \end{cases}" alt="Equation for the Huber loss gradient."> -->

```math
\frac{\partial \ell}{\partial w} = \begin{cases} -(y-p)x & \text{if } \left|y-p\right| \leq \delta \\ -\delta\,\operatorname{sign}(y-p)\,x & \text{otherwise} \end{cases}
\frac{\partial \ell}{\partial w} = \begin{cases} -(y-p)x & \text{if } \left|y-p\right| \leq \delta \\ -\delta\,\mathop{\mathrm{sign}}(y-p)\,x & \text{otherwise} \end{cases}
```

<!-- <div class="equation" align="center" data-raw-text="\frac{\partial \ell}{\partial w} = \begin{cases} -(y-p)x &amp; \text{if } \left|y-p\right| \leq \delta \\ -\delta\,\operatorname{sign}(y-p)\,x &amp; \text{otherwise} \end{cases}" data-equation="eq:huber_loss_gradient">
<img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@2c32eb273fa95e2fd832845e12f129c4a07d2741/lib/node_modules/@stdlib/ml/base/loss/float64/huber-gradient/docs/img/equation_huber_loss_gradient.svg" alt="Equation for the Huber loss gradient.">
<br>
</div> -->

<!-- </equation> -->

</section>
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