HyConEx is a classification model based on deep hypernetworks designed for tabular data.It not only provides class predictions but also delivers local interpretations for individual data samples in the form of counterfactual examples.HyConEx achieves competitive performance in classification accuracy and fulfills the criteria of a proper counterfactual attack.The code for HyConEx is available on GitHub at https://github.com/gmum/HyConEx.