There are 2 repositories under density-estmation topic.
Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows
FrEIA sample code
A new type of normalising flows that strikes a good balance among expressiveness, fast inversion and exact Jacobian determinant.