Bayesian Statistics Guide
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Updated
Jan 9, 2022 - MATLAB
Bayesian Statistics Guide
The code for DirBN in NeurIPS 2018
A courseware module that covers the fundamental concepts in probability theory and their implications in data science. Topics include probability, random variables, and Bayes' Theorem.
Bitcoin price prediction algorithm using bayesian regression techniques
MATLAB implementation of Bayesian Online ChangePoint Detection
Matlab Code for Peter Hoff "A First Course in Bayesian Statistical Methods"
A repository of tutorials demonstrating the implementation of the Affine Invariant Ensemble Sampler.
Partition relevance analysis with the reduction step
Domain Adaptation by Transferring Model-Complexity Priors Across Tasks Paper Experiments
Verification, Validation, Uncertainty Quantification and Qualification Project
Repository to the notes and relevant codes from previous lectures and talks.
This repository includes the scripts to replicate the results of my paper entitled "Trading the foreign exchange market with technical analysis and Bayesian Statistics".
Data for the Quantitative Single-Neuron Modeling Competition (2007).
Course work of Pattern Recognition CS6690 IIT Madras
A software suite for comparative mocap analysis in an augmented reality environment
A Kalman filter and Particle Filter implementation for Gaussian object tracking
Knights et al. (2022)-Scientific Reports & (2021)-Journal of Neuroscience.
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