In the project, there is a link to a discussion about this confusing project.
Last year, I wrote this about it:
"I see, the pcb has more parts than the schematic:
1) Two 4.7uF/35V bypass caps in parallel with C2 and C6.
2) An LED (isn't it backwards?) and 1.5K current-limiting resistor at the...