Chromatin modifying complexes are multifaceted assemblies of proteins that play a crucial role in regulating gene expression by altering the chromatin structure. They achieve this by adding, removing, or recognizing various chemical groups on histones, which are proteins around which DNA is wrapped. These modifications can either condense chromatin to a transcriptionally inactive state or relax it to facilitate gene expression.