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diffusions

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Here are 5 public repositories matching this topic...

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All 5 Jupyter Notebook 3 C++ 1 Julia 1

nmboffi / flow-maps

Star 151

Official codebase for the paper "How to build a consistency model: Learning flow maps via self-distillation" (NeurIPS 2025).

ml flows diffusions generative-ai
  • Updated Oct 8, 2025
  • Jupyter Notebook

blei-lab / treeffuser

Star 59

Treeffuser is an easy-to-use package for probabilistic prediction and probabilistic regression on tabular data with tree-based diffusion models.

tabular-data prediction lightgbm trees probabilistic-models gradient-boosting heteroscedasticity diffusion-models diffusions probabilistic-prediction flexible-prediction
  • Updated Feb 16, 2026
  • Jupyter Notebook

simsurace / FeedbackParticleFilters.jl

Star 12

A Julia package that provides (feedback) particle filters for nonlinear stochastic filtering and data assimilation problems

feedback particle-filter bayesian-inference stochastic-processes numerical-algorithms conditional-probability assimilation filtering-algorithm diffusions feedback-particle-filters
  • Updated Mar 17, 2023
  • Julia

thiery-lab / manifold-mcmc-for-diffusions

Star 10

Code accompanying the paper 'Manifold MCMC methods for Bayesian inference in a wide class of diffusion models'

sde mcmc hmc diffusions
  • Updated May 28, 2025
  • Jupyter Notebook

jasonharris438 / stochastic-models

Star 4

C++ implementation of statistics tools for stochastic models.

cmake cpp optimization stochastic-processes diffusions
  • Updated Nov 10, 2026
  • C++

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