Some forms of autism are highly inheritable. Asperger's Syndrome is inheritable at a rate of about 80%. In these cases the cause is genetic, but genetics is likely only one of many potential causes. '

But even "genetics" isn't really a single cause because it's over 200 different genes that each have an effect.