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sampling-methods

Here are 171 public repositories matching this topic...

crest

wave-harmonic / crest

Sponsor

An advanced ocean system implemented in Unity

unity ocean water sampling-methods ocean-geometry displacement-texture

Updated Mar 20, 2023
C#

pgmpy / pgmpy

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

python statistics simulation statistical-inference causality bayesian-networks probabilistic-graphical-models dag causal-inference structure-learning causal-models sampling-methods

Updated Mar 14, 2023
Python

huwb / volsample

Structured Volume Sampling - sample placement algorithm for real-time volume rendering with low aliasing, for camera-in-volume case.

unity sampling volume volume-rendering sampling-methods dodecahedron

Updated Mar 20, 2021
C#

blackjax-devs / blackjax

BlackJAX is a sampling library designed for ease of use, speed and modularity.

probabilistic-programming bayesian-inference hamiltonian-monte-carlo sampling-methods

Updated Mar 20, 2023
Python

FunctionLab / selene

a framework for training sequence-level deep learning networks

deep-learning genomic-data-analysis sampling-methods

Updated Feb 7, 2023
Jupyter Notebook

wiseodd / MCMC

Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.

machine-learning bayesian-inference mcmc markov-chain-monte-carlo sampling-methods

Updated Dec 20, 2017
Python

erdogant / bnlearn

Sponsor

Python package for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.

python machine-learning bayesian-inference dag causality-analysis structure-learning causal causal-models sampling-methods directed-acyclic-graph causal-networks parameter-learning

Updated Mar 20, 2023
Jupyter Notebook

guilgautier / DPPy

Python toolbox for sampling Determinantal Point Processes

python sampling-methods random-matrix-theory determinantal-processes determinantal-point-processes

Updated Mar 10, 2022
Python

minaskar / zeus

⚡️ zeus: Lightning Fast MCMC ⚡️

python machine-learning inference sampling bayesian-inference general-purpose mcmc mcmc-sampler sampling-methods probabilistic-data-analysis black-box-bayesian-inference

Updated Jan 12, 2023
Python

WebSVG / voronoi

Parametric Voronoi generator with real time editing and SVG export

svg bootstrap vanilla-js static-site svg-filters css-grid client-side voronoi template-string geometric-algorithms sampling-methods

Updated Jan 29, 2023
JavaScript

cmbant / getdist

MCMC sample analysis, kernel densities, plotting, and GUI

statistical-inference mcmc kernel-density-estimation sampling-methods contour-plot plotting-in-python

Updated Mar 13, 2023
Python

jeremiecoullon / SGMCMCJax

Lightweight library of stochastic gradient MCMC algorithms written in JAX.

bayesian-inference sampling-methods jax

Updated Apr 22, 2022
Python

PolyChord / PolyChordLite

Public version of PolyChord: See polychord.co.uk for PolyChordPro

statistics astronomy mpi gfortran cosmology bayesian-inference particle-physics openmpi nested-sampling posterior log-likelihood sampling-methods polychord

Updated Mar 6, 2023
Fortran

IBM / xgboost-smote-detect-fraud

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!

machine-learning data-mining analytics machine-learning-algorithms data-visualization datascience data-analysis fraud-prevention fraud-detection fraud sampling-methods skewness skew-correction

Updated Sep 3, 2020
Jupyter Notebook

utk-team / utk

Uni{corn|form} toolkit

computer-graphics unicorn monte-carlo-integration sampling-methods

Updated Dec 16, 2022
C++

minaskar / pocomc

pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation

python machine-learning astronomy inference cosmology astrophysics sampling bayesian-inference smc general-purpose mcmc mcmc-sampler normalizing-flows sampling-methods probabilistic-data-analysis black-box-bayesian-inference cosmology-inference

Updated Dec 9, 2022
Python

AdaptiveParticles / LibAPR

Library for producing and processing on the Adaptive Particle Representation (APR).

biology image-processing adaptive microscopy multi-resolution sampling-methods

Updated Mar 20, 2023
C++

probcomp / fast-loaded-dice-roller

The Fast Loaded Dice Roller: A Near-Optimal Exact Sampler for Discrete Probability Distributions

fast dice-roller random-number-generator sampling-methods aistats

Updated Mar 9, 2021
C

Jokeren / GPA

GPU Performance Advisor

profiler gpu optimization cuda sampling-methods performance-advisor

Updated Jul 25, 2022
Python

YashTrikannad / f110_rrt_star

RRT Star path planning for dynamic obstacle avoidance for the F110 Autonomous Car

cpp rrt ros rrt-star kinetic sampling-methods dynamic-obstacles melodic pathplanning racecar-simulator

Updated Nov 14, 2019
C++

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