Wavelet Detection Filter is an open source Python package devised to search for a various transient signals detected by gravitational waves detectors. Among those signals are gravitational waves but also instrumental artifacts called glitches. As a search pipeline, WDF utilizes Wavelet decomposition and de-noising of initial signal.