Suffolk Police said they are treating the deaths of three children at a house in Lowestoft as suspicious.
They are waiting for the results of post-mortem examinations due to take place today.
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The country's counter-terrorism forces have regained control of the facility.
The commissioner of the Metropolitan Police has said he cannot promise the public an attack will not take place.
The showers are likely to be particularly heavy across northern parts of the country.