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Nov 5, 2019 - Python
bayesian-linear-regression
Here are 20 public repositories matching this topic...
Model Comparison of 2-Component Mixture, 3-Component Mixture, and Bayesian Linear Regression with MCMC Sampling
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Jul 23, 2019 - R
code for performing Bayesian ARD regression, where covariates have groups
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Mar 25, 2024 - Python
My personal repository for Statistical Thinking course assignments, 8th semester, Computer Science Engineering.
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Dec 16, 2021
My implementation of homework 2 for the Machine Learning class in NCTU (course number 5088).
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Nov 21, 2017 - Python
Machine Learning Projects on Linear Regression, Classification and Multi-layer Perceptrons, and Gaussian Processes and SVMs (October, 2019).
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Jul 11, 2022 - Jupyter Notebook
Comparing frequentist linear regression with bayesian linear regression of a lying experiment
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Nov 28, 2022 - HTML
Comparison of different regression and classification algorithms on different datasets.
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Mar 14, 2023 - Jupyter Notebook
Ensembled Deep Network for Global Optimization
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Jan 2, 2019 - Jupyter Notebook
Bayesian linear and Gaussian process regression to predict CO2 concentration as a function of time
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Feb 14, 2017 - MATLAB
Entraînement de modèles Bayésiens et analyse de robustesse.
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Jun 29, 2020 - Jupyter Notebook
Summer Research Internship Tasks
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Apr 10, 2022 - Jupyter Notebook
Bayesian Linear regression using MCMC and Variational Inference
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Aug 29, 2017 - Python
Coresets for scalable robust pseudo-Bayesian inference
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Oct 4, 2023 - Python
Sklearn wrapper for Bayesian Probabilistic Matrix Completion with Macau, Smurff, and Bayesian linear regression
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Oct 21, 2022 - Python
Repo for course CSC2558: "Intelligent Adaptive Interventions" project in nonstationary contextual bandits.
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Jan 1, 2020 - Python
Bigmart Sales Analysis prediction of the sales, data set from https://datahack.analyticsvidhya.com/contest/practice-problem-big-mart-sales-iii/
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Jan 30, 2021 - Python
2022 NTHU EE6550 (EE655000) Machine Learning Course Projects (include Maximum A Posteriori Estimation, Linear Regression, Neural Network Image Classification)
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Dec 27, 2022 - Jupyter Notebook
Markov Chain Monte Carlo (MCMC) and importance sampling in the context of Bayesian linear regression
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Feb 25, 2018 - Jupyter Notebook
Implementing MCMC sampling from scratch in R for various Bayesian models
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Dec 7, 2023 - HTML
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