GitHub / msmrexe / pytorch-normalizing-flows-2d
A from-scratch implementation of a Normalizing Flow (Real NVP) to model and sample from a 2D 'two-moons' distribution. Allows for GIF visualization of the NF evolution.
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PURL: pkg:github/msmrexe/pytorch-normalizing-flows-2d
Stars: 1
Forks: 0
Open issues: 0
License: mit
Language: Python
Size: 23.4 KB
Dependencies parsed at: Pending
Created at: 28 days ago
Updated at: 28 days ago
Pushed at: 28 days ago
Last synced at: 28 days ago
Topics: change-of-variables, course-project, density-estimation, generative-models, maximum-likelihood-estimation, normalizing-flows, pytorch, real-nvp, university-project