Original paper:
NICE: Non-linear Independent Components Estimation
Laurent Dinh, David Krueger, Yoshua Bengio
This implementation replicates the experiment on the MNIST dataset.
A test-set log likelihood of 1933.89 was recorded after 70 epochs with the current hyperparameters. The original paper reported a similar test-set log likelihood, 1980.50.
To train this on your own system, install NumPy and PyTorch, edit config.py, and run train.py.
