I live in Nairobi. This is the park I normally go for jogging. The park is very family friendly. You can jog, bike, walk, bring your strollers, etc. Dont be surprise to see monkeys around.
Tip: instead of parking immediately at the gate, you can drive up to another parking to avoid the initial muddy road.