Alternatives and similar repositories for stochastic-interpolants:

Users that are interested in stochastic-interpolants are comparing it to the libraries listed below

• juliusberner / sde_sampler
  Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)
  ☆59Updated 6 months ago
• yuyang-shi / dsbm-pytorch
  PyTorch Implementation of Diffusion Schrodinger Bridge Matching
  ☆142Updated last week
• JTT94 / diffusion_schrodinger_bridge
  PyTorch Implementation of DSB for Score Based Generative Modeling. Experiments managed using Hydra.
  ☆160Updated 3 years ago
• facebookresearch / generalized-schrodinger-bridge-matching
  code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).
  ☆60Updated 11 months ago
• oxcsml / riemannian-score-sde
  Score-based generative models for compact manifolds
  ☆107Updated last year
• addtt / variational-diffusion-models
  PyTorch implementation of Variational Diffusion Models.
  ☆78Updated 10 months ago
• angusphillips / particle_denoising_diffusion_sampler
  Code repository for Particle Denoising Diffusion Sampler
  ☆12Updated 11 months ago
• andrew-cr / tauLDR
  Code for the paper https://arxiv.org/abs/2205.14987v2
  ☆48Updated 10 months ago
• ghliu / SB-FBSDE
  Likelihood Training of Schrödinger Bridge using FBSDEs Theory, ICLR 2022
  ☆81Updated 3 years ago
• yang-song / score_flow
  Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)
  ☆138Updated 3 years ago
• facebookresearch / riemannian-fm
  code for "Riemannian Flow Matching on General Geometries".
  ☆202Updated 11 months ago
• lollcat / fab-torch
  Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.
  ☆54Updated 11 months ago
• dongzhuoyao / awesome-flow-matching
  A summary of related works about flow matching, stochastic interpolants
  ☆395Updated 7 months ago
• DenisBless / variational_sampling_methods
  [ICML 2024] Official implementation for "Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling".
  ☆31Updated 2 months ago
• franciscovargas / denoising_diffusion_samplers
  ☆16Updated last year
• shreyaspadhy / CMCD
  Implementing Controlled Monte Carlo Diffusions (ICLR 2024)
  ☆15Updated 5 months ago
• noegroup / stochastic_normalizing_flows
  Stochastic Normalizing Flows
  ☆76Updated 3 years ago
• lebellig / discrete-fm
  Educational implementation of the Discrete Flow Matching paper
  ☆76Updated 6 months ago
• necludov / jam
  Implementation of Action Matching
  ☆38Updated last year
• jarridrb / DEM
  Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.
  ☆47Updated last week
• google-research / vdm
  ☆308Updated 2 years ago
• kvfrans / jax-flow
  Flow-matching algorithms in JAX
  ☆85Updated 6 months ago
• apple / ml-tarflow
  ☆131Updated 2 months ago
• enhuiz / langevin-dynamics-and-score-matching
  A demo shows how to combine Langevin dynamics with score matching for generative models.
  ☆37Updated 4 years ago
• Kinyugo / consistency_models
  A mini-library for training consistency models.
  ☆235Updated last year
• nv-tlabs / CLD-SGM
  Score-Based Generative Modeling with Critically-Damped Langevin Diffusion
  ☆197Updated last year
• vdutor / neural-diffusion-processes
  Neural Diffusion Processes
  ☆76Updated 6 months ago
• AaltoML / generative-inverse-heat-dissipation
  Code release for the paper Generative Modeling With Inverse Heat Dissipation
  ☆62Updated last year
• ermongroup / sliced_score_matching
  Code for reproducing results in the sliced score matching paper (UAI 2019)
  ☆142Updated 5 years ago