This is an implementation of the NICE model from Dinh et al (2014) with Tensorflow 2.0.
Please read the original paper before digging into the code.
Please cite the original authors for if this code is useful in your work.
"NICE: Non-linear independent components estimation", Laurent Dinh, David Krueger, Yoshua Bengio. ArXiv 2014.
- Tensorflow 2.5.0+
- NumPy 1.14.5+
The license for this repository is the 3-clause BSD
- Training on MNIST and run the code using python nice.py.
- Training on GPU.