A class-leading water system implemented in Unity
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
Structured Volume Sampling - sample placement algorithm for real-time volume rendering with low aliasing, for camera-in-volume case.
#计算机科学#Python package for Causal Discovery by learning the graphical structure of Bayesian networks. Structure Learning, Parameter Learning, Inferences, Sampling methods.
#计算机科学#a framework for training sequence-level deep learning networks
#计算机科学#Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.
Official implementation for the paper "Model-based Diffusion for Trajectory Optimization". Model-based diffusion (MBD) is a novel diffusion-based trajectory optimization framework that employs a dynam...
#计算机科学#⚡️ zeus: Lightning Fast MCMC ⚡️
Parametric Voronoi generator with real time editing and SVG export
MCMC sample analysis, kernel densities, plotting, and GUI
PyTorch implementation for "Parallel Sampling of Diffusion Models", NeurIPS 2023 Spotlight
Official implementation for the paper "CoVO-MPC: Theoretical Analysis of Sampling-based MPC and Optimal Covariance Design" accepted by L4DC 2024. CoVO-MPC is an optimal sampling-based MPC algorithm.
Lightweight library of stochastic gradient MCMC algorithms written in JAX.
#计算机科学#pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation
Public version of PolyChord: See polychord.co.uk for PolyChordPro
[ICLR2025] The code of Z-Sampling, proposed in our paper "Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection".
#计算机科学#Official Code for "Non-Probability Sampling Network for Stochastic Human Trajectory Prediction (CVPR 2022)"
#计算机科学#Can we predict accurately on the skewed data? What are the sampling techniques that can be used. Which models/techniques can be used in this scenario? Find the answers in this code pattern!