LukasRinder / normalizing-flows
Implementation of normalizing flows in TensorFlow 2 including a small tutorial.
☆146Updated 6 months ago
Alternatives and similar repositories for normalizing-flows:
Users that are interested in normalizing-flows are comparing it to the libraries listed below
- Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.☆275Updated last year
- Manifold-learning flows (ℳ-flows)☆229Updated 4 years ago
- Code for Neural Spline Flows paper☆266Updated 4 years ago
- Code for paper "SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows"☆286Updated 4 years ago
- Implementation and tutorials of normalizing flows with the novel distributions module☆165Updated 4 years ago
- Discrete Normalizing Flows implemented in PyTorch☆110Updated 3 years ago
- Masked Autoregressive Flow☆210Updated 7 months ago
- Pytorch Implementation of OpenAI's "Improved Variational Inference with Inverse Autoregressive Flow"☆80Updated 4 years ago
- ☆180Updated 5 years ago
- ☆147Updated 2 years ago
- Pytorch implementation of Block Neural Autoregressive Flow☆178Updated 3 years ago
- Implementation of Real NVP in PyTorch☆230Updated 5 years ago
- code for "Residual Flows for Invertible Generative Modeling".☆265Updated last year
- Regularized Neural ODEs (RNODE)☆82Updated 3 years ago
- Real NVP PyTorch a Minimal Working Example | Normalizing Flow☆138Updated 4 years ago
- Official PyTorch BIVA implementation (BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling)☆84Updated 2 years ago
- Reimplementation of Variational Inference with Normalizing Flows (https://arxiv.org/abs/1505.05770)☆232Updated 6 years ago
- Glow and RealNVP with tensorflow 2.0 and tensorflow probability☆31Updated 2 years ago
- Experiments for the Neural Autoregressive Flows paper☆123Updated 3 years ago
- Tutorial on normalizing flows.☆300Updated 7 years ago
- Normalizing Flows with a resampled base distribution☆45Updated 2 years ago
- Ladder Variational Autoencoders (LVAE) in PyTorch☆91Updated 4 years ago
- A minimalist implementation of score-based diffusion model☆122Updated 3 years ago
- Probabilistic Auto-Encoder☆42Updated 2 years ago
- Normalizing flows in PyTorch☆366Updated 3 weeks ago
- Pytorch implementation of Neural Processes for functions and images☆227Updated 3 years ago
- Pytorch implementation of the basic idea presented in https://arxiv.org/abs/2002.07101☆12Updated 5 years ago
- Understanding normalizing flows☆131Updated 5 years ago
- Normalizing Flows using JAX☆83Updated last year
- ☆87Updated 3 years ago