ECE 271A Statistical Learning I Note

This theme implements a built-in Jekyll feature, the use of Rouge, for syntax highlighting.

Notation/Linear Algebra Review

Bayesian Decision

Gaussian classifier

Multivariate Gaussian Distribution

Maximum-Likelihood Estimation

Bayesian Parameter Estimation

Gaussian Mixture Model

Expectation-maximization

It supports more than 100 languages. This example is in C++. All you have to do is wrap your code in markdown code tags:

int main(int argc, char const \*argv[])
{
    string myString;

    cout << "input a string: ";
    getline(cin, myString);
    int length = myString.length();

    char charArray = new char * [length];

    charArray = myString;
    for(int i = 0; i < length; ++i){
        cout << charArray[i] << " ";
    }

    return 0;
}

For displaying code in a list item, you have to be aware of the indentation, as stated in this Stackoverflow answer. You must indent your code by (3 * bullet_indent_level) spaces. This is because kramdown (the markdown engine used by Jekyll) indentation for the code block in lists is determined by the column number of the first non-space character after the list item marker. For example:

1. We can put fenced code blocks inside nested bullets, too.

   1. Like this:

      ```c
      printf("Hello, World!");
      ```

   2. The key is to indent your fenced block in the same line as the first character of the line.

Which displays:

1. We can put fenced code blocks inside nested bullets, too.

   1. Like this:

      printf("Hello, World!");
      

   2. The key is to indent your fenced block in the same line as the first character of the line.

By default, it does not display line numbers. If you want to display line numbers for every code block, you can set kramdown.syntax_highlighter_opts.block.line_numbers to true in your _config.yml file.

If you want to display line numbers for a specific code block, all you have to do is wrap your code in a liquid tag:

{% highlight c++ linenos %}
code code code
{% endhighlight %}

The keyword linenos triggers display of line numbers. Produces something like this:

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int main(int argc, char const \*argv[])
{
string myString;

    cout << "input a string: ";
    getline(cin, myString);
    int length = myString.length();

    char charArray = new char * [length];

    charArray = myString;
    for(int i = 0; i < length; ++i){
        cout << charArray[i] << " ";
    }

    return 0;

}