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Search results for algorithms mcmc

10 search results found

Machinelearning ⭐ 4,030

My blogs and code for machine learning. http://cnblogs.com/pinard

Mcmc Demo ⭐ 713

Interactive Markov-chain Monte Carlo Javascript demos

Convchain ⭐ 637

Bitmap generation from a single example with convolutions and MCMC

L2hmc Qcd ⭐ 60

Application of the L2HMC algorithm to simulations in lattice QCD.

Bayesian MCMC matrix factorization algorithm

Simulated Method of Moments for Julia

Sequential Monte Carlo algorithm for approximation of posterior distributions.

Implementation of Stochastic Gradient MCMC algorithms

Adaptivemcmc.jl ⭐ 26

Implementation of some simple adaptive MCMC algorithms

Estimnetdirected ⭐ 24

Equilibrium Expectation for ERGM parameter estimation for large networks

Hawkesprocesses.jl ⭐ 20

MCMC Inference for a Hawkes process in Julia

Autologistic Actor Attribute Model (ALAAM) parameter estimation, simulation, and goodness-of-fit

Angara.statistics ⭐ 18

A collection of statistics algorithms from Mersenne twister generator to MCMC sampling.

A friendly MCMC framework

Accelerate MCMC algorithm on GPU for Big Data Applications

Collapsedsbm ⭐ 10

MCMC algorithm for the collapsed Stochastic Block Model

Mighty Metropolis ⭐ 10

The classic Metropolis sampling algorithm.

Nested Sampling ⭐ 8

Pythonic Nested Sampling Development Framework & UltraNest

Scalable Variational Bayesian Factorization Machine ⭐ 8

Scalable Variational Bayesian inference algorithm for FM is developed which converges faster than the existing state-of-the-art MCMC based inference algorithm. Additionally, a stochastic variational Bayesian algorithm for FM is introduced for large scale learning which utilizes SGD.

Ranking Algorithms ⭐ 7

Machine Learning-Probabilistic Ranking System

Basic Machine Learning Algorithms ⭐ 7

机器学习常用算法、Machine Learning、Deep Learning

Matlab implementation of the EM and MCMC algorithm for SVMs as introduced in the paper "Data augmentation for support vector machines"

Plot, edit, generate and analysis neuron morphologies! and a lot more...

Xspec_emcee ⭐ 6

Reimplementation of the MCMC algorithm emcee in XSPEC

Robustadaptivemetropolissampler.jl ⭐ 6

A Julia implementation of the RAM algorithm (Vihola, 2012)

Mcmc_gibbs ⭐ 5

MCMC simulation using Gibbs sampling.

Pymc Advi Hmc Demo ⭐ 5

Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.

Rare_event_simulation ⭐ 5

Some Monte Carlo algorithms for the estimation of small probabilities associated with rare events

A differential evolution and Markov chain Monte Carlo differential evolution package in Go

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