# Calibration

```{toctree}
:maxdepth: 1
:titlesonly:

2dof_tmcmc_demo
KNN_calibrator_demo
Data_peeling_demo
```

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

:::{card} Transitional MCMC (2-DOF)
:link: 2dof_tmcmc_demo
:link-type: doc
:img-top: ../../_static/tmcmc_2dof.png
Posterior inference of stiffness parameters with TMCMC.
:::

:::{card} KNN calibration
:link: KNN_calibrator_demo
:link-type: doc
:img-top: ../../_static/KNN_calibration_demo.png
Data-driven likelihood-free calibration technique.
:::

:::{card} Data peeling algorithm
:link: Data_peeling_demo
:link-type: doc
:img-top: ../../_static/nested_ds.png
Data peeling algorithm on a banana-shaped data generating process.
:::

::::