joewandy/hlda

Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model

Language: Python - Size: 3.51 MB - Last synced at: 21 days ago - Pushed at: 2 months ago - Stars: 153 - Forks: 39

scollinselliott/eratosthenes

Archaeological Synchronism

Language: R - Size: 402 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 7 - Forks: 0

tohtsky/myFM

A Python/C++ implementation of Bayesian Factorization Machines

Language: C++ - Size: 1.45 MB - Last synced at: 12 days ago - Pushed at: about 2 months ago - Stars: 55 - Forks: 14

anki005/Biology-Meets-Programming-Bioinformatics-for-Beginners

Solutions for Biology Meets Programming: Bioinformatics for Begineers course in Coursera

Language: Python - Size: 2.58 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

tienmt/betaregbayes

betaregbayes: Bayesian sparse Beta regression for bounded response with Horseshoe prior via Gibbs sampler.

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Silbena/GibbsSampler

Gibbs Sampler for a simple mortgage model.

Language: Jupyter Notebook - Size: 1.74 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

cainmagi/Literature-inspections

The inspections on some important literatures, mainly including codes.

Size: 10.7 KB - Last synced at: 5 months ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

RonsenbergVI/trendpy 📦

Bayesian trend filtering micro library. http://trendpy.readthedocs.io/en/latest/

Language: Jupyter Notebook - Size: 1.06 MB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 1

jiewenTsai/ExtendedRtIrtModeling.jl

Extended Response Time Item Response Models with Polya-Gamma Sampler and Bayesian Quantile Regression.

Language: Julia - Size: 1.64 MB - Last synced at: about 13 hours ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0

mr-easy/Gibbs-Sampling-Visualized

Visualization of Gibbs sampling for 2D Gaussian distribution

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abmantz/lrgs

Code to perform multivariate linear regression using Gibbs sampling

Language: Jupyter Notebook - Size: 499 KB - Last synced at: about 1 hour ago - Pushed at: over 3 years ago - Stars: 20 - Forks: 4

tmsalab/dina

Estimate the Deterministic Input, Noisy "And" Gate (DINA) cognitive diagnostic model parameters using the Gibbs sampler described by Culpepper (2015) <doi:10.3102/1076998615595403>.

Language: C++ - Size: 104 KB - Last synced at: 25 days ago - Pushed at: about 5 years ago - Stars: 14 - Forks: 5

maksymshylo/statistical_methods

Labs for University course

Language: Python - Size: 9.33 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

nabilalibou/brain_source_localization

Localization of brain sources measured by EEG using 3 approaches: Gibbs sampler (Markov chain Monte Carlo algorithm), Minimum Norm Estimates (MNE) and Source Imaging based on Structured Sparsity (SISSY)

Language: MATLAB - Size: 17.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

mukeshmk/statistical-modelling

statistical modelling of the wine data-set available at https://www.kaggle.com/zynicide/wine-reviews

Language: R - Size: 46.7 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

Jonghyun-Yun/LSA

Latent space competing risk model for response and response time analysis

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souheib1/Deep-Latent-Variable-Models-exact-conditional-likelihood

Missing data imputation using the exact conditional likelihood of DLVM

Language: Python - Size: 84.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

tanyakuznetsova/Image-Restoration-with-Gibbs-sampler

Reconstructing a black and white Japanese woodblock print using Bayesian inference

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ylefay/hw_bayesian_gibbs_sampler

Project done as part of the course on Bayesian Statistics, Anna Simoni. Implementation of a block Gibbs sampler.

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Niccolo-Ajroldi/Functional-BNP-clustering

Bayesian nonparametric clustering of functional data.

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annapoorna-a-k/MOTIF-DISCOVERY_GIBBS-SAMPLER-using-python

Motif Finding using Gibbs Sampler

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anaranya99/BAYESIAN-ANALYSIS

Instructed by : Prof. Manisha Pal. A repository created with the practical problems on Bayesian computing and some advance computing related to MCMC, Metropolis etc.

Language: R - Size: 748 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

sho-kawano/gibbs_sampler

Rmarkdowns with code & commentary on implementing my first gibbs sampler.

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efmanu/GibbsSampler.jl

Package to do Bayesian inference with Gibbs sampler

Language: Julia - Size: 569 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

rodolformelo/Metropolis-Hastings-Algorithm

In the first semester of my MSc. studies, we developed a phyton version of the Gibbs Sampler and Metropolis-Hastings Algorithm from the scratch. We described our results and analysis in a report.

Language: Python - Size: 1.22 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

hillarykoch/ptgibbs.jl 📦

Language: Julia - Size: 86.9 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

christophvoe/Bayesian_regression_analyses_NBA_data

Bayesian Regression Analyses from scratch - NBA data example

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mkacki98/clustering-with-Bayesian-mixtures Fork of samsamiczy/clustering-with-Bayesian-mixtures

Gibbs sampler (MCMC) and Bayesian Mixture Models applied to cluster analysis of breast tumours.

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kzhai/PyLDA

A Latent Dirichlet Allocation implementation in Python.

Language: Python - Size: 72.9 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 52 - Forks: 22

KenHBS/LDA_thesis

Hierarchical, multi-label topic modelling with LDA

Language: Python - Size: 40.5 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 50 - Forks: 17

christiando/SGPD_Inference

Libary for SGPD (Sigmoidal Gaussian Process Density) inference

Language: Python - Size: 32.2 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

ArminKaramzade/Gibbs-Ising

Generating samples from Ising model.

Language: Python - Size: 5.86 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 5 - Forks: 1

adimajo/glmdisc_python

glmdisc Python package: discretization, factor level grouping, interaction discovery for logistic regression

Language: Python - Size: 5.92 MB - Last synced at: 14 days ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 1

Samuel-col/cppProjects

Here you can find several cpp projects i've done while im learning this programming language.

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lgaborini/bayessource

R package bayessource: marginal likelihood and Bayes Factor computation for samples from Multivariate Gaussians

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Helga-Helga/consistency-constraints-recognition

Laboratory works on the Consistency Constraint Recognition course. Contains black and white image denoising with maximal flow algorithm and grayscale image denoising with an alpha-expansion algorithm

Language: Python - Size: 140 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

Helga-Helga/statistical-recognition-methods

Statistical Recognition Methods home tasks

Language: Rust - Size: 546 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

James-Montgomery/romus

A fun package for exploring conjugate models and gibbs samplers.

Language: Jupyter Notebook - Size: 392 KB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

arendsee/cuda-gibbs-example

Implementation of a Gibbs-Metropolis sampling algorithm in CUDA

Language: Cuda - Size: 78.1 KB - Last synced at: about 1 year ago - Pushed at: over 8 years ago - Stars: 2 - Forks: 3

tmsalab/fourPNO

Estimate Barton & Lord's (1981) <doi:10.1002/j.2333-8504.1981.tb01255.x> four parameter IRT model with lower and upper asymptotes using Bayesian formulation described by Culpepper (2016) <doi:10.1007/s11336-015-9477-6>.

Language: C++ - Size: 92.8 KB - Last synced at: 3 months ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 1

Pingxia/Image-denoise-and-segmentation

CS5340

Language: Python - Size: 11.8 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

alumbreras/DP-GMM

R implementation of the Dirichlet Process Gaussian Mixture Model (with MCMC)

Language: R - Size: 3.88 MB - Last synced at: almost 2 years ago - Pushed at: over 9 years ago - Stars: 4 - Forks: 0

v-iashin/GibbsSampler

Sample points on a disk with radius r that no two points is closer to each other than d

Language: R - Size: 552 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

compops/panel-dpm2016

Approximate Bayesian inference for mixed effects models with heterogeneity

Language: R - Size: 36.8 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0

pnpnpn/gimsan-py

GIMSAN: motif-finder with biologically realistic and reliable statistical significance analysis

Language: C - Size: 1.49 MB - Last synced at: almost 2 years ago - Pushed at: over 9 years ago - Stars: 0 - Forks: 0

GarrettMooney/polyglot_gibbs_sampler

Gibbs sampler in C, Python, Node.js, Julia, and R

Language: R - Size: 3.91 KB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0