acids-ircam / pytorch_flows
Implementation and tutorials of normalizing flows with the novel distributions module
☆166Updated 4 years ago
Alternatives and similar repositories for pytorch_flows:
Users that are interested in pytorch_flows are comparing it to the libraries listed below
- Pytorch implementation of Block Neural Autoregressive Flow☆178Updated 3 years ago
- Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.☆276Updated last year
- Code for Neural Spline Flows paper☆268Updated 4 years ago
- ☆180Updated 5 years ago
- Experiments for the Neural Autoregressive Flows paper☆124Updated 3 years ago
- Code for paper "SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows"☆287Updated 4 years ago
- Implementation of normalizing flows in TensorFlow 2 including a small tutorial.☆146Updated 7 months ago
- Real NVP PyTorch a Minimal Working Example | Normalizing Flow☆138Updated 4 years ago
- code for "Residual Flows for Invertible Generative Modeling".☆268Updated last year
- Code for reproducing Flow ++ experiments☆187Updated 5 years ago
- Pytorch Implementation of OpenAI's "Improved Variational Inference with Inverse Autoregressive Flow"☆80Updated 4 years ago
- Masked Autoregressive Flow☆212Updated 8 months ago
- Manifold-learning flows (ℳ-flows)☆228Updated 4 years ago
- ☆147Updated 3 years ago
- Official PyTorch BIVA implementation (BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling)☆84Updated 2 years ago
- Discrete Normalizing Flows implemented in PyTorch☆112Updated 3 years ago
- ☆68Updated 2 years ago
- Ladder Variational Autoencoders (LVAE) in PyTorch☆91Updated 4 years ago
- Implementation of Real NVP in PyTorch☆230Updated 5 years ago
- A Pytorch Implementation of Attentive Neural Process☆72Updated 5 years ago
- Regularized Neural ODEs (RNODE)☆82Updated 3 years ago
- ☆237Updated 5 years ago
- Tutorial on normalizing flows.☆300Updated 7 years ago
- Reimplementation of Variational Inference with Normalizing Flows (https://arxiv.org/abs/1505.05770)☆233Updated 6 years ago
- Nonlinear Independent Components Estimation (Dinh et al, 2014) in PyTorch.☆117Updated 6 years ago
- Pytorch Implementation of OpenAI's GLOW☆94Updated 4 years ago
- Understanding normalizing flows☆132Updated 5 years ago
- Simple, extendable, easy to understand Glow implementation in PyTorch☆381Updated 2 years ago
- Implementation of Glow in PyTorch☆81Updated 4 years ago
- Implementation of Flow++ in PyTorch☆41Updated 5 years ago