BoChenGroup / PyDPM

A Python Library for Deep Probabilistic Models
Apache License 2.0
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Some additional suggestions about Normalizing Flow model #19

Closed Lewislvs closed 1 year ago

Lewislvs commented 1 year ago

I’m glad that this repository has collected many generative models, like the diffusion model, variational autoencoder, Generative Adversarial Networks and so on. But I didn’t find the flow-like model, would you like to add a model and demo of Normalizing Flow?

Thanks for your effort in building this repository of the generative model.

xinyangATK commented 1 year ago

Thanks for your suggestions. We have implemented the RealNVP, one of the flow-based models, for 2D data. You can find it in nflow.py and easily use it according to NFlow_Demo.py And we'll update more flow-based models in the future and support more types of dataset.

chaojiewang94 commented 1 year ago

Thanks for feedback if you have further question