Custom continuous random distribution in java

I am trying to use custom continuous real distribution. I am looking for implementation (library) to which I give some values with probabilities and from that it will estimate probability density function and provide random generator.

I found EnumeratedDistribution in apache math commons but unfortunately it is not continuous.

Can someone point me to right direction?

Thank you for any help.