normalizing-flows-tutorial-pytorch

PyTorch version tutorial on normalizing flows.

Translated from the ericjang's tutorial implemented in Tensorflow.

Part I (toy dataset)

The target samples and density:

The flows:

The output:

Part II (moons dataset)

The target dataset (left) and the output of trained flows (right):

The flows:

Todos

• Modern normalizing flows.

Reference and resources

https://github.com/ericjang/normalizing-flows-tutorial

https://github.com/acids-ircam/pytorch_flows

https://github.com/kamenbliznashki/normalizing_flows