Bayesian Optimisation

The Full Walkthrough

Libraries

  • SciKit
  • GPyOpt
from sklearn.gaussian_process import GaussianProcessRegressor
from sklearn.gaussian_process.kernels import Matern

$$ f\left( x \right) = \frac{{2\left( {x + 4} \right)\left( {x - 4} \right)}}{{\left( {x + 4} \right)\left( {x + 1} \right)}} $$

One **Two** Three

A fragment can accept two optional parameters:

class: use a custom style (requires definition in custom CSS)

  • weight: sets the order in which a fragment appears

Speaker Notes

Press the S key to view the speaker notes!

Themes

  • black: Black background, white text, blue links (default)
  • white: White background, black text, blue links
  • league: Gray background, white text, blue links
  • beige: Beige background, dark text, brown links
  • sky: Blue background, thin dark text, blue links
  • night: Black background, thick white text, orange links
  • serif: Cappuccino background, gray text, brown links
  • simple: White background, black text, blue links
  • solarized: Cream-colored background, dark green text, blue links

Custom Slide

Customize the slide style and background

{{< slide background-image="/media/boards.jpg" >}}
{{< slide background-color="#0000FF" >}}
{{< slide class="my-style" >}}

Custom CSS Example

Let’s make headers navy colored.

Create assets/css/reveal_custom.css with:

.reveal section h1,
.reveal section h2,
.reveal section h3 {
  color: navy;
}

hello