Also bicycle is good.

If you pick the right place (look at the cycleways map), you can usually find somewhere with a mostly off-road cycle route from home to your office.

I used to commute by boat, from Putney Pier to Embankment and back. Short walk to both the office and home at either end, and it was marginally cheaper than a season ticket on the tube, and infinitely more pleasant, usually.