Is there any weapons training

Yes, weapons and Advanced Taijutsu are taught in the Shinken Gata class.  A special training where the Shidoshi shares his advanced techinques.
There are many weapons of study, the basics ones include Bojutsu ( stick fighting ) and Kenjutsu ( sword/blade ).  Others include rope, chain, spear and many more.