bayesian-regression

There are 3 repositories under bayesian-regression topic.

• sibylhe / mmm_stan

  Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS

  stanpystanbayesian-regressionconstrained-regressionmarketing-mix-modelingmedia-mix-modelingroas
  Language:Jupyter Notebook 326

• panditanvita / BTCpredictor

  Bitcoin price prediction algorithm using bayesian regression techniques

  matlabbayesian-regressionbitcoinpriceprice-prediction
  Language:MATLAB 319

• techshot25 / HealthCare

  Insurance cost predictor

  linear-regressionpolynomial-regressionrandom-forest-regressionbayesian-regressionmachine-learningdata-sciencedata-analysis
  Language:Jupyter Notebook 13

• ameya98 / WebPPL

  Bayesian learning and inference with WebPPL.

  d3jsgenerative-artbayesian-inferenceprobabilistic-programmingwebpplinferenceprobabilistic-programming-languagebayesian-regression
  Language:JavaScript 9

• shahriar-rahman / GHI-Assessment-using-SVR-and-BRR

  Global Horizontal Irradiance Analysis using Support Vector Regression and Bayesian Ridge Regression

  bayesian-regressionmachine-learningpolarspythonsolar-energysupport-vector-regressiongridsearchcvprincipal-component-analysis
  Language:Python 7

• Aminoid / bitcoin-prediction

  Predicting Bitcoin Price Variations using Bayesian Regression

  pythonbayesian-regressionbitcoinmachine-learning
  Language:Python 6

• SourangshuGhosh / BitCoinPricepredictor

  Bitcoin price prediction algorithm using bayesian regression techniques

  matlabbitcoinpricepredictionbayesian-regressioncryptocurrencybayesian-statisticsbayesian-methods
  Language:MATLAB 6

• vincent27hugh / myRegression-Python

  This is the implementation of the five regression methods Least Square (LS), Regularized Least Square (RLS), LASSO, Robust Regression (RR) and Bayesian Regression (BR).

  least-square-regressionregularized-linear-regressionlassorobust-regresssionbayesian-regression
  Language:Python 5

• imnikhilanand / Bayesian-Marketing-Mix-Modeling

  The project analyses the impact of different marketing tactics on the sales of items. The problem is a multivariate-modeling problem as there are 3 different tactics of marketing. Since, the impact of marketing medium cannot be negative we will be using Bayesian model for regression.

  bayesian-regressionmarketing-mix-modelingols-regressionstatistics
  Language:Python 4

• eirikmn / bremla

  Bayesian Regression Modeling of Layered Archives

  age-depth-modelbayesianbayesian-regressionchronologypaleoclimatesynchronization
  Language:R 2

• pakheili / bayesian-regression-bitcoin

  Bayesian Regression of Latent Source Modelling for Predicting Price Variation of Bitcoin

  bayesian-regressionbitcoincryptocurrencylatent-source-modellinear-regressionmean-squared-errorprice-prediction
  Language:Python 2

• RaoulWolf / Bayesian-PEC-Modeling

  Complementary repository with data and code for Wolf & Tollefsen, 2021.

  environmental-monitoringenvironmental-modelingbayesian-regressionbrmspec-modeling
  Language:R 2

• acanacar / DataScienceOverHood

  DataScienceOverHood

  python3rnnkerasridge-regressionbayesian-regressionols-regressionregression-modelshouse-price-predictiondeep-neural-networksmultiple-regression
  Language:Jupyter Notebook 1

• ashish1610dhiman / UQ_deep_learning

  UQ methods for DL

  bayesian-regressiondeep-learninguncertainty-quantification
  Language:Jupyter Notebook 1

• hayato-n / BayesianRegressions

  Bayesian Regression with automatic regularization or variable selection

  bayesian-regression
  1

• RaoulWolf / Bayesian-Regressions-for-AOP-BN

  This repository contains the raw data and R scripts for "Quantification of an Adverse Outcome Pathway network by Bayesian regression and Bayesian network modeling" by Moe et al. 2020, Integr Environ Assess Manag, doi:10.1002/ieam.4348.

  adverse-outcome-pathwaysbayesian-regressionbrmsbayesian-networksdose-response-modeling
  Language:R 1

• rohankhaitan / Bayesian-Statistics

  Bayesian Statistics

  bayesian-hierarchical-modelbayesian-regressionmetropolis-hastingsols-regressionq-q-plotbeta-bi
  Language:Jupyter Notebook 1

• cb-g / PAI

  bayesian-deep-learningbayesian-optimizationbayesian-regressiongaussian-processeskalman-filterprobabilistic-programmingreinforcement-learningvariational-inference
  Language:Python 0

• chris-kelly / ds_blog

  Data Science Blog

  maximum-likelihood-estimationbayesian-regressionmcmc-samplerlogistic-regressioncox-regressionspike-and-slab-prior
  Language:HTML 0

• ialexd / A-bit-of-everything

  Projects, etc.

  bayesian-regressiondifferential-equationsfrom-scratchising-model-2dmachine-learningneural-networksnnpcapythonrandom-matrix-theoryregressionsp500-real-time-datasvmtime-series
  Language:Jupyter Notebook 0

• ion-bueno / bayesian-learning

  Making use of bayesian learning, three common applications are developed.

  bayesian-classifierbayesian-cluster-analysisbayesian-learningbayesian-regressionr-markdown
  Language:HTML 0

• JINHXu / soundInventoryPopulation

  Bayesian regression analysis in Social Science: population size vs. sound inventory size (Moran et al., 2012)

  bayesian-regressionbayesian-statisticscomputational-social-sciencedata-analysisdata-sciencerregressionregression-analysissocial-sciencestanstatistics
  Language:R 0

• tanghanrui / CreditCardPaymentDefault

  Predict customer credit card defaults for next month. Keywords: R, logic regression, decision tree

  random-foreststepwise-regressionbayesian-regression
  0

• amar-muratovic / bitcoin-price-prediction-pipeline

  A machine learning pipeline for predicting Bitcoin closing prices using time series data. Includes four models, grid search, and neural network using Keras. Prints predictions and best parameters/scores.

  bayesian-regressionbitcoinmachine-learningneural-networkprice-prediction
  Language:Python

• JuliaLindohf / researchproject

  Research project

  basketballmanovabayesian-netsbayesian-regression
  Language:Python

• mobeets / group-ARD

  code for performing Bayesian ARD regression, where covariates have groups

  automatic-relevance-determinationbayesian-linear-regressionbayesian-regressionsparse-regression
  Language:Python

• ptsourav21 / WatchPricePredictionMachineLearning

  It is a machine learning project that predict smart watch price. Dataset is created manually from ecommerce site.

  bayesian-regressiondecision-tree-regressionlinear-regressionpolynomial-regressionrandrandom-forestsupport-vector-regressionaccuracy-metricsprediction-model
  Language:Jupyter Notebook

• sfansaria / Machine-Learning-Regression-Classification

  ols_regression, Simple_Linear_Regression,univariate_Polynomial_Regression,Bayesian_Regression

  ols-regression-modelsimplelinearregressionunivariatepolynomialregressionbayesian-regressionsimplebayesianlinearregressionusingtensorflowlasso-regressionlasso-regression-modelridge-regressionelasticnetregressionregularization
  Language:Jupyter Notebook

• techshot25 / GraduateAdmissions

  Looking at the probability of being accepted in a graduate program using a machine learning model

  regressionlinear-regressionrandom-forest-regressionbayesian-regressionridge-regressiondata-sciencemachie-learningcorrelation-matricesdata-analysis
  Language:Jupyter Notebook

• wmkouw / bayesreg-chebyshev

  Bayesian regression with Chebyshev polynomials

  chebyshev-polynomialsbayesian-regressionvariational-bayes
  Language:Jupyter Notebook