jmtomczak / intro_dgmLinks
"Deep Generative Modeling": Introductory Examples
☆1,272Updated 3 months ago
Alternatives and similar repositories for intro_dgm
Users that are interested in intro_dgm are comparing it to the libraries listed below
Sorting:
- Course notes☆737Updated last year
- Awesome resources on normalizing flows.☆1,598Updated 5 months ago
- PyTorch implementation of normalizing flow models☆918Updated last year
- A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch☆714Updated 3 years ago
- ☆827Updated 8 months ago
- Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)☆1,973Updated last year
- A simple tutorial of Variational AutoEncoders with Pytorch☆428Updated last year
- Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)☆1,783Updated 3 years ago
- A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods☆1,546Updated last year
- Normalizing flows in PyTorch☆981Updated last year
- A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.☆835Updated 4 years ago
- Normalizing flows in PyTorch☆435Updated 3 weeks ago
- Self-contained, minimalistic implementation of diffusion models with Pytorch.☆1,135Updated 3 years ago
- A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.☆968Updated last year
- PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)☆2,065Updated last year
- Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)☆356Updated 5 months ago
- Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023☆3,051Updated last month
- Noise Conditional Score Networks (NeurIPS 2019, Oral)☆758Updated last year
- Reference implementation for Deep Unsupervised Learning using Nonequilibrium Thermodynamics☆522Updated 8 years ago
- The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series o…☆774Updated 2 years ago
- Normalizing flows in PyTorch. Current intended use is education not production.☆905Updated 5 years ago
- TorchCFM: a Conditional Flow Matching library☆2,191Updated last month
- Differentiable SDE solvers with GPU support and efficient sensitivity analysis.☆1,691Updated 11 months ago
- The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)☆1,083Updated 3 years ago
- Laplace approximations for Deep Learning.☆529Updated 8 months ago
- Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows☆637Updated 4 years ago
- Material for the "Probabilistic Machine Learning" Course at the University of Tübingen, Summer Term 2023☆197Updated 2 years ago
- A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical…☆1,502Updated last year
- Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations☆789Updated last year
- code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".☆662Updated 5 years ago