e-hulten / mafLinks
PyTorch implementation of the Masked Autoregressive Flow
☆30Updated 5 years ago
Alternatives and similar repositories for maf
Users that are interested in maf are comparing it to the libraries listed below
Sorting:
- PyTorch code of "Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows" (NeurIPS 2020)☆47Updated 5 years ago
- Masked Autoregressive Flow☆219Updated last year
- Official code for the ICLR 2021 paper Neural ODE Processes☆75Updated 3 years ago
- Code for "Causal autoregressive flows" - AISTATS, 2021☆45Updated 4 years ago
- Code for ICE-BeeM paper - NeurIPS 2020☆87Updated 4 years ago
- Sampling with gradient-based Markov Chain Monte Carlo approaches☆107Updated last year
- ODE2VAE: Deep generative second order ODEs with Bayesian neural networks☆131Updated last year
- A PyTorch implementation of a Deep Hidden Markov Model [Structured Inference Networks for Nonlinear State Space Models]☆58Updated last year
- Normalizing Flows with a resampled base distribution☆47Updated 3 years ago
- Experiments from the paper "On Second Order Behaviour in Augmented Neural ODEs"☆61Updated last year
- ☆37Updated 5 years ago
- Personal implementation of "Variational Inference with Normalizing Flows" by [Rezende, et al., 2015] in PyTorch☆23Updated 6 years ago
- Implementation of normalizing flows in TensorFlow 2 including a small tutorial.☆146Updated 4 months ago
- PyTorch implementation of the OT-Flow approach in arXiv:2006.00104☆57Updated last year
- Source code for Large-Scale Wasserstein Gradient Flows (NeurIPS 2021)☆41Updated 3 years ago
- Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.☆227Updated last year
- Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.☆281Updated 2 years ago
- Mixture density network implemented in PyTorch.☆152Updated 2 years ago
- Regularized Neural ODEs (RNODE)☆81Updated 4 years ago
- code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"☆101Updated 6 years ago
- A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)☆44Updated 2 years ago
- Ladder Variational Autoencoders (LVAE) in PyTorch☆92Updated 5 years ago
- ☆24Updated 4 years ago
- A minimalist implementation of score-based diffusion model☆129Updated 4 years ago
- Implementations of Normalizing Flows in Pytorch/Pyro☆18Updated 5 years ago
- Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.☆64Updated 4 years ago
- VAEs and nonlinear ICA: a unifying framework☆40Updated 5 years ago
- PyTorch implementation of Stein Variational Gradient Descent☆47Updated 2 years ago
- A Pytorch Implementation of Attentive Neural Process☆75Updated 6 years ago
- Discrete Normalizing Flows implemented in PyTorch☆114Updated 4 years ago