bayesian
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This repository contains functions for obtaining posterior samples of allocation variables in multiple Bayesian over-fitted (sparse finite) mixed-scale mixture models. Mixture models included: 1) Bayesian Tensor Mixture of Product Kernels model (BayesTMPK), 2) Modularized Tensor Factorizations (MOTEF), 3) Bayesian Mixture of Product Kernels (Bay…
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Apr 29, 2019 - MATLAB
Repository for the course project done as part of CS-215 (Data Analysis & Interpretation) course at IIT Bombay in Autumn 2021.
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Oct 9, 2022 - MATLAB
simultaneous localization and mapping (SLAM)
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Apr 13, 2019 - MATLAB
Final Projects are required for both Graduate Students and PHY 451Y students. Students can choose to work individually or in groups of two to propose, perform, and present a final project for the course. This project will be a project that uses methods taught in this course to solve a data analysis or signal processing problem.
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Dec 11, 2023 - MATLAB
Sequential Monte Carlo Method for Bayesian Multiple Testing of Pairwise Interactions among Large Number of Neurons
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Nov 14, 2019 - MATLAB
Implementation of approximate Bayesian inference with semi-mechanistic models.
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Jan 11, 2021 - MATLAB
Assessing the validity and reproducibility of genome-scale predictions
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May 19, 2022 - MATLAB
MATALAB code for "Clustering Curves Based on Change Point Analysis: A Nonparametric Bayesian Approach", Statistica Sinica
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Jun 23, 2022 - MATLAB
Bayesian Multi-class Classification and Risk Estimation Toolbox
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Jun 2, 2017 - MATLAB
Normal Influence Diagram Matlab Code for Kalman Filtering
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Jan 13, 2021 - MATLAB
Bayesian Orthogonal Matching Pursuit (Bernoulli-Gaussian)
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Aug 11, 2019 - MATLAB
Coffee beans classification based on computational intelligence techniques
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Jan 30, 2017 - MATLAB
MATLAB code to calculate a new version of the Signed Rank Test for comparing two classifiers on multiple datasets, as explained in a paper by Benavoli et al. (2017). The code is adapted from the python library baycomp.
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Aug 23, 2020 - MATLAB
Bayesian zero-constrained regression with compositional covariates
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Jul 10, 2020 - MATLAB
TrueSkill extension accommodating score-based match outcomes and home field advantage
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Aug 27, 2015 - MATLAB
A MAP-MRF Framework for Image Denoising
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May 7, 2021 - MATLAB
Bayasian Sequential Simulation (BSS)
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Apr 17, 2024 - MATLAB
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