That's a smart way of doing it. In much ML work, I've found that the hash trick can be used to train many more things in a constant memory, out-of-core fashion

That's a smart way of doing it. In much ML work, I've found that the hash trick can be used to train many more things in a constant memory, out-of-core fashion than most people think.