UK police on Monday charged a 32-year-old man with attempted murder over a mass stabbing attack on train that wounded 11 people.

British Transport Police said Anthony Williams is charged with 10 counts of attempted murder, one of actual bodily harm and one of possession of a bladed article over the attack on Saturday.

He is also charged with attempted murder over a separate incident at Pontoon Dock transit station in London earlier the same day, and police said investigators are “looking at other possible linked offences."

Police say they are not treating the stabbings as an act of terror.

Williams, a British citizen from the city of Peterborough in eastern England, is due to appear in court later in the day.

The minutes-long stabbing spree spread fear and panic through a train bound from Doncaster in northern England to London on Saturday evening.

The suspect was arrested when the train made an emergency stop in the town of Huntingdon in eastern England.

Passengers described scenes of panic as bloodied travellers raced down the train to get away from the knifeman.

The most seriously wounded victim is a member of railway staff who tried to stop the attacker.

Police called his actions “nothing short of heroic”.

He is hospitalised in a critical but stable condition. (AP)