kamenbliznashki / normalizing_flowsLinks
Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows
☆633Updated 4 years ago
Alternatives and similar repositories for normalizing_flows
Users that are interested in normalizing_flows are comparing it to the libraries listed below
Sorting:
- PyTorch implementations of algorithms for density estimation☆585Updated 4 years ago
- Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.☆280Updated last year
- Implementation of Real NVP in PyTorch☆237Updated 6 years ago
- Simple, extendable, easy to understand Glow implementation in PyTorch☆386Updated 3 years ago
- code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".☆657Updated 5 years ago
- Normalizing flows in PyTorch☆959Updated 9 months ago
- Reimplementation of Variational Inference with Normalizing Flows (https://arxiv.org/abs/1505.05770)☆235Updated 7 years ago
- Official Code for Invertible Residual Networks☆531Updated last year
- PyTorch implementation of Glow☆542Updated 3 years ago
- Code for Neural Spline Flows paper☆279Updated 5 years ago
- code for "Residual Flows for Invertible Generative Modeling".☆272Updated 2 years ago
- Code for paper "SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows"☆288Updated 4 years ago
- Normalizing flows in PyTorch. Current intended use is education not production.☆881Updated 5 years ago
- Masked Autoregressive Flow☆218Updated last year
- Real NVP PyTorch a Minimal Working Example | Normalizing Flow☆141Updated 4 years ago
- code for "Isolating Sources of Disentanglement in Variational Autoencoders".☆350Updated 3 years ago
- PyTorch implementation of normalizing flow models☆887Updated last year
- Tutorial on normalizing flows.☆299Updated 7 years ago
- Experiments for understanding disentanglement in VAE latent representations☆828Updated 2 years ago
- ☆238Updated 6 years ago
- Pytorch implementation of β-VAE☆549Updated 4 years ago
- Code for reproducing Flow ++ experiments☆189Updated 6 years ago
- Implementation of normalizing flows in TensorFlow 2 including a small tutorial.☆147Updated last week
- Implementation of Glow in PyTorch☆80Updated 4 years ago
- Manifold-learning flows (ℳ-flows)☆230Updated 4 years ago
- Implementation and tutorials of normalizing flows with the novel distributions module☆168Updated 5 years ago
- pytorch implementation of openai paper "Glow: Generative Flow with Invertible 1×1 Convolutions"☆512Updated 6 years ago
- Pytorch implementation of Hyperspherical Variational Auto-Encoders☆374Updated 5 years ago
- Noise Conditional Score Networks (NeurIPS 2019, Oral)☆745Updated last year
- Pytorch Implementation of OpenAI's PixelCNN++☆348Updated 4 years ago