(demos)=
# Demos
To get a better idea how to use `infomeasure` in your code and research,
see the following notebooks which integrate the package's features.

::::{grid} 1 2 2 3
:gutter: 1 1 1 2

:::{grid-item-card} {material-regular}`notifications;2em` Gaussian data
:link: info_estimator_demo
:link-type: ref
Showcase Entropy and Mutual Information for **all approaches**, and\
compare with analytical results.
+++
{ref}`See demo »<info_estimator_demo>`
:::

:::{grid-item-card} {material-regular}`article;2em` Reproduce Schreiber
:link: schreiber_article
:link-type: ref
Reproduce Schreiber’s seminal paper **“Measuring Information Transfer”**.\
Analyse tent and Ulam map with TE and MI.
+++
{ref}`See demo »<schreiber_article>`
:::

:::{grid-item-card} {material-regular}`timer;2em` Time Performance
:link: time_performance
:link-type: ref
Time Complexity of **all approaches**.
See how different approaches perform on large datasets.
+++
{ref}`See demo »<time_performance>`
:::
::::


```{eval-rst}
.. toctree::
   :hidden:
   :maxdepth: 2

   gaussian_data
   Schreiber_Article
   Time_Performance
```