bayesian-methods | Topic | Ecosyste.ms: Repos

Topic: "bayesian-methods"

ahmedaq/Orthogonal-Clustering

A Bayesian method which utilises the rich structure embedded in the sensing matrix for fast sparse signal recovery

Language: Matlab - Size: 49.8 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 9 - Forks: 4

topipa/iwmm

iwmm: an R package for adaptive importance sampling

Language: R - Size: 505 KB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 8 - Forks: 2

samabs/conliga

Probabilistic inference of somatic copy number alterations using repeat DNA (FAST-SeqS)

Language: C++ - Size: 5.1 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 8 - Forks: 1

LaloLozas16041/BayesianStatistics

Aquí encontrarás materiales didácticos, ejercicios, conjuntos de datos y recursos para profundizar en el análisis bayesiano. Este curso está dirigido a estudiantes interesados en métodos estadísticos avanzados, análisis de datos y programación estadística.

Language: Jupyter Notebook - Size: 3.8 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 7 - Forks: 0

omacshane/basicbayesDL

Basic Bayesian Deep Learning

Language: Jupyter Notebook - Size: 779 KB - Last synced at: 6 months ago - Pushed at: 12 months ago - Stars: 7 - Forks: 0

theorashid/probabilistic-programming-packages

Trying out different probabilistic programming packages on the same statistical model

Language: Python - Size: 193 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 7 - Forks: 2

sleglaive/BayesianML

Bayesian methods for machine learning course at CentraleSupélec

Language: Jupyter Notebook - Size: 121 MB - Last synced at: 10 months ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 2

hsvgbkhgbv/Thermostat-assisted-continuously-tempered-Hamiltonian-Monte-Carlo-for-Bayesian-learning

Thermostat-assisted continuously-tempered Hamiltonian Monte Carlo for Bayesian learning

Language: Python - Size: 77.1 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 7 - Forks: 1

Alfo5123/ConcreteDropout

Bayesian Methods for Machine Learing Course Project Skoltech 2018

Language: Jupyter Notebook - Size: 24.9 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 7 - Forks: 4

lschlessinger1/Bayesian-Stock-Price-Prediction

An evaluation of stock price prediction algorithms using analyst ratings

Language: Jupyter Notebook - Size: 493 KB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 7 - Forks: 2

m-clark/mcmc-algorithms

Raw files for a document providing a list of mcmc algorithm descriptions.

Size: 1.8 MB - Last synced at: 4 months ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 1

rogertrullo/Bayesian-Methods-for-Machine-Learning

Bayesian Methods for Machine Learning

Language: Jupyter Notebook - Size: 1.24 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 9

f-z/machine-learning-projects

Predicting wine quality using regression on the well-known UCI data set and more

Language: Python - Size: 26.7 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 2

cdslaborg/paramontex

This is a repository for the ParaMonte library examples. For more information, visit:

Language: Jupyter Notebook - Size: 210 MB - Last synced at: 13 days ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 7

evgenii-egorov/sk-bdl

Language: Jupyter Notebook - Size: 9.7 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 0

rivas-lab/mvpmm

MultiVariate Polygenic Mixture Model

Language: R - Size: 14.1 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 3

carpentries-incubator/statistical-probabilistic-programming-r

Introduction to Probabilistic Programming

Language: R - Size: 29.2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 6

marchinilab/SDA4D

R package SDA4D for performing 4-dimensional sparse Bayesian tensor decomposition

Language: R - Size: 215 KB - Last synced at: 9 months ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 2

DanielMoraDC/bayesian-methods-for-ml

Notes Coursera's "Bayesian Methods for Machine Learning"

Language: Jupyter Notebook - Size: 14.9 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 2

SourangshuGhosh/BitCoinPricepredictor

Bitcoin price prediction algorithm using bayesian regression techniques

Language: MATLAB - Size: 315 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 1

ashdtu/GP-SARSA

PyBrain Style Implementation of Gaussian Process SARSA Reinforcement Learning Agent. Originally discussed here

Language: Python - Size: 773 KB - Last synced at: 10 months ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 2

robinlau1981/dmapf

Robust particle filter based on dynamic averaging of multiple noise models

Language: MATLAB - Size: 27.3 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 0

ngiann/GaussianVariationalInference.jl

Approximate variational inference in Julia

Language: Julia - Size: 877 KB - Last synced at: 10 days ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

tom-hc-park/MSc-RA-Bayesian-evidence-synthesis

Research Project at M.Sc. Statistics at University of British Columbia

Language: Jupyter Notebook - Size: 137 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

mcdonohue/rstanarm Fork of stan-dev/rstanarm

rstanarm R package for Bayesian applied regression modeling

Language: R - Size: 76 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 2

OpenThermochronology/QTQtPlot

Takes the raw time-temperature (t-T) output file from the QTQt thermal history modelling software of Gallagher (2012) and replots the output as an image displaying t-T path density.

Language: Jupyter Notebook - Size: 8.6 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

wenjie-tu/FBM

💡 Foundations of Bayesian Methodology

Language: HTML - Size: 49.8 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

Ellie190/BCNN-for-Ocular-Disease-Classification

A Bayesian Convolutional Neural Network model for classifying Cataract in Ocular Disease with measurements of uncertainty

Language: Jupyter Notebook - Size: 25.5 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 2

ukhsa-collaboration/bayesint

Repository containing code for calculating a credible interval of a ratio

Language: Python - Size: 24.4 KB - Last synced at: 24 days ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 1

ruteee/K2-Algorithm

Python implementation of the K2 algorithm for structural learning of Bayesian Networks.

Language: Jupyter Notebook - Size: 17.6 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 2

LoLab-MSM/Gleipnir

Python toolkit for Bayesian parameter inference, model calibration, and model selection using Nested Sampling

Language: Python - Size: 359 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 2

alinasahoo/python-data-science-essentials-2

This repository contains my learning path of python for data-science essential training(part-2). Here, I have included chapter-wise topics and my practice problems. Also, feel free to checkout for better understanding.

Language: Jupyter Notebook - Size: 416 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1

hsm207/statrethinking-julia

Statistical Rethinking Winter 2019 using Julia

Language: Jupyter Notebook - Size: 6.03 MB - Last synced at: 4 months ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 3

HolyBayes/papers

Personal list of articles

Size: 24.4 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

SourangshuGhosh/Optimization_Bayesian.jl

Bayesian optimization is a method of finding the maximum of expensive cost functions. Bayesian optimization employs the Bayesian technique of setting a prior over the objective function and combining it with evidence to get a posterior function. This permits a utility-based selection of the next observation to make on the objective function, which must take into account both exploration (sampling from areas of high uncertainty) and exploitation (sampling areas likely to offer improvement over the current best observation).

Language: Julia - Size: 30.3 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 0

AnGabrio/short-course

Short course on Bayesian methods for addressing missing data in health economic evaluations

Size: 14.2 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 1

AlexanderSilvaB/bflib

Header-only Bayes Filters Library

Language: C++ - Size: 369 KB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 4

SamuelWiqvist/adamcmcpaper

Algorithms and case studies for the paper "Accelerating delayed-acceptance Markov chain Monte Carlo algorithms".

Language: Julia - Size: 146 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 4 - Forks: 0

traitecoevo/hmde

Implementation of hierarchical Bayesian longitudinal models to estimate differential equation parameters.

Language: HTML - Size: 40.5 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 3 - Forks: 4

dmenne/breathteststan

Stan-based fitting function for use with dmenne/breathtestcore. Stan functions are in a separate package for easier testing.

Language: R - Size: 6.52 MB - Last synced at: 28 days ago - Pushed at: 7 months ago - Stars: 3 - Forks: 1

rg314/pytraction

Bayesian Traction Force Microscopy

Language: Jupyter Notebook - Size: 19.2 MB - Last synced at: 8 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

brandonwillard/hsplus-python

Python implementations of the Horseshoe+ prior

Language: Python - Size: 271 KB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

Rachelpz/Bayesian-Network-Enumeration-Algorithm

Enumeration Algorithm in Bayesian Net made with Java

Language: Java - Size: 26.4 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

andriygav/SampleSizeLib

The implementation of sample size estimation methods.

Language: Python - Size: 6.16 MB - Last synced at: 28 days ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0

ankit013/Bayesian-Optimization

Hyperparameter Optimization

Language: Jupyter Notebook - Size: 461 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0

zedoul/cbar

cbar: Contextual Bayesian Anomaly Detection in R

Language: R - Size: 1.79 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 2

jganzabal/Kalman-as-Recursive-Bayesian-Estimation

The Kalman filters as a recursive bayesian estimator. From histogram filters to Kalman

Language: Jupyter Notebook - Size: 24.1 MB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 3 - Forks: 5

avik-pal/Code.Fun.Do.2018 Fork of DEVANSH99/cfd_aad

A legal assistant which can summarise any form of a legal document and answer specific queries regarding the document

Language: Jupyter Notebook - Size: 124 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 2

alexcarrascom/Linear-DSGE-models

Methods for solving and estimating linear rational expectation models.

Language: Matlab - Size: 1.37 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 4

Kuan-Liu-Lab/bayesmsm

An R package for Bayesian Marginal Structural Models

Language: R - Size: 12.6 MB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 1

ctpeterson/SwissFit

General-purpose library for fitting models to data with correlated Gaussian-distributed noise

Language: Python - Size: 2.01 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

abhinabasaha/ml

Language: Jupyter Notebook - Size: 960 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

andriygav/MixtureLib

The implementation of mixtures for different tasks.

Language: Python - Size: 9.18 MB - Last synced at: 4 days ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0

anubhabghosh/danse

Repository for the proposed DANSE method (accepted at EUSIPCO'23)

Language: Python - Size: 113 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

OpenThermochronology/EmpiricalBayes

Uses of a form of Empirical Bayes resampling (also known as Hierarchical Bayes) for more robust (U-Th)/He data uncertainty estimation for use in time-temperature history inversions.

Language: Jupyter Notebook - Size: 73.2 KB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

robinlau1981/MarginalLikelihoodEstimator

Matlab code for the adaptive annealed importance sampling based marginal likelihood estimator.

Language: MATLAB - Size: 8.37 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

shadowboxingskills/ppchain

Your Probabilistic Modeling Copilot

Language: Python - Size: 208 KB - Last synced at: 28 days ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

aguerrerolopez/RMPrediction

Library that implements "Automatic antibiotic resistance prediction in Klebsiella pneumoniae based on MALDI-TOF mass spectra"

Language: Python - Size: 61.1 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 2

spacetelescope/PACMan

The Proposal Auto-Categorizer and Manager (PACMan) is a Naive Bayesian routine that provides tools for science category sorting, panelist selection, and proposal-to-panelist assignments.

Language: Jupyter Notebook - Size: 463 KB - Last synced at: 8 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 2

cicerosilvajunior/siera

Automated identification of students at risk of evasion and with the need to reinforce learning using classification algorithm and knowledge modeling.

Language: Java - Size: 23.1 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

elmarmertens/em-fortranbox

elmar mertens fortran toolboxes

Language: Fortran - Size: 217 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 2

SPATIAL-Lab/LipidMM

Code and data for Bayesian mixing model of plant wax lipids

Language: R - Size: 2.01 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

estfernan/boost

A collection of novel and standard statistical techniques for detecting spatially variable (SV) genes in spatial transcriptomics (ST) data.

Language: R - Size: 4.72 MB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 1

https-seyhan/COVID-19

AI, Bayesian Modelling for COVID-19 infection prediction

Language: Python - Size: 2.58 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

mark-andrews/isdsr-book

RMarkdown source for the "Introduction to Statistics and Data Science Using R" textbook

Size: 0 Bytes - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

wearepal/ethicml-models

Models for EthicML

Language: Jupyter Notebook - Size: 15.1 MB - Last synced at: 5 months ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

purvasingh96/Natural-Language-Specialization

My solutions for Natural Language Processing nano degree by Udacity. This repo covers Spam classifier, POS Tagging, Topic Modelling, Machine Translation and Speech-to-text models.

Language: Jupyter Notebook - Size: 54.4 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

JINhuaqing/BETEC

The new Bayesian two-stage phase II clinical trial design for the binary endpoint, BETEC design, and delta-BETEC design. It also includes the R code for STD and DTD design (Tan and Machin, 2002, SIM) and R code for BET design (Shi and Yin, 2018, biometrics).

Language: R - Size: 508 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

toniesteves/cnn-bayesian-optimization

Implemementação de uma otimização bayesiana aplicada a uma rede neural convolucional.

Language: Jupyter Notebook - Size: 15.3 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

vidhig/stock-closing-price-prediction-bayesian-analysis

Using mean filed approximation techniques on time series analysis forecast the closing price of Amazon's stocks.

Language: Jupyter Notebook - Size: 2.51 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 3

marchinilab/SDAtools

A user friendly R package for working with SDA

Language: R - Size: 901 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

mariobecerra/Active_Learning_CNNs

Active Learning with approximations of Bayesian Convolutional Neural Networks.

Language: R - Size: 198 KB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 0

czheluo/Env-pipeline

Bayesian method for Environmental correlations analysis pipeline

Language: Python - Size: 4.62 MB - Last synced at: 5 months ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 0

frahik/IBCF.MTME

Item Based Collaborative Filtering For Multi-trait and Multi-environment Data [R Package - dev version]

Language: R - Size: 453 KB - Last synced at: 21 days ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 4

thomasjdelaney/Multiscale

Project for fitting a multiscale model as described in Kolaczyk et al 2000.

Language: Python - Size: 3.87 MB - Last synced at: 9 months ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

Bazs/probabilistic-robotics

Solutions for the problems in the book Probabilistic Robotics (S. Thrun, W. Burgard, D. Fox)

Language: Python - Size: 171 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 2

shuiruge/nn4post

Language: Python - Size: 22.5 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 0

SamuelWiqvist/ApproximateBayesianComputation.jl

Julia implementation of some ABC algorithms.

Language: Julia - Size: 1.33 MB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 0

hbmep/hbmep

Hierarchical Bayesian estimation of MEP recruitment curves

Language: Python - Size: 7.12 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

Heracleitos/Heracleitos.github.io

The Hellenic Complex Systems Laboratory (HCSL) GitHub repository.

Language: Mathematica - Size: 398 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 1 - Forks: 0

alexmclain/PROBE

PaRtitiOned empirical Bayes Ecm (PROBE)

Language: R - Size: 113 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

jordandeklerk/pyloo

Python package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS) for Bayesian Modeling

Language: Python - Size: 4.44 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 1

leonardocremasco/TME-Agent

TME: Structured memory engine for LLM agents to plan, rollback, and reason across multi-step tasks. DAG upgrade in progress.

Language: Python - Size: 1.65 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

alexkroman/bayesian-planner

Simple script to illustrate Bayesian probabilities

Language: JavaScript - Size: 4.88 KB - Last synced at: 10 days ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

chritoth/bci-arco-gp

ArCO-GP, an effective method for Bayesian causal inference via structural marginalisation and neural autoregressive orders.

Language: Python - Size: 98.6 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 1

yebigithub/GBLUP4Met

Role of genomics on regulating rice grain metabolic variability under warmer nights: A statistical and image-based deep learning approach

Language: R - Size: 91.8 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

Diego-HernSua/Modeling_for_Medical_Insurance_Costs_Bayesian

This assigment models medical insurance costs using a dataset of 1,339 policies. Bayesian analysis predicts expenses based on age, BMI, and smoking status. The project includes detailed insights into data preprocessing, variable impact and data modelling based on Bayesian Analysis.

Language: RMarkdown - Size: 871 KB - Last synced at: 4 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

matheussooares/bayesian-classifier-LDA

Reconhecimento de Padrões: implementação de um classificador Bayesiano e uma classificador unidimensional baseado em limiar usando técnica de LDA

Language: MATLAB - Size: 65.4 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Boehringer-Ingelheim/tipmap

Tipping Point Analysis for Bayesian Dynamic Borrowing

Language: R - Size: 4.22 MB - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

pranaysy/MultimodalDCM

Tutorial covering group DCM analyses of fMRI and M/EEG

Language: MATLAB - Size: 187 KB - Last synced at: 8 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

aayush97/metadata-based-multiarmed-bandits

MetaHierTS is a novel recommendation system algorithm aimed at enhancing user experiences in online marketing. This algorithm focuses on leveraging metadata and similarities between tasks to optimize decision-making in a multi-task Multi-Armed Bandit (MAB) environment.

Language: Python - Size: 992 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0