Course work of Pattern Recognition CS6690 IIT Madras
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Updated
Jul 29, 2015 - MATLAB
Course work of Pattern Recognition CS6690 IIT Madras
Verification, Validation, Uncertainty Quantification and Qualification Project
Domain Adaptation by Transferring Model-Complexity Priors Across Tasks Paper Experiments
The code for DirBN in NeurIPS 2018
Matlab Code for Peter Hoff "A First Course in Bayesian Statistical Methods"
Partition relevance analysis with the reduction step
Bitcoin price prediction algorithm using bayesian regression techniques
MATLAB implementation of Bayesian Online ChangePoint Detection
This repository includes the scripts to replicate the results of my paper entitled "Trading the foreign exchange market with technical analysis and Bayesian Statistics".
Bayesian Statistics Guide
A repository of tutorials demonstrating the implementation of the Affine Invariant Ensemble Sampler.
Knights et al. (2022)-Scientific Reports & (2021)-Journal of Neuroscience.
Data for the Quantitative Single-Neuron Modeling Competition (2007).
A Kalman filter and Particle Filter implementation for Gaussian object tracking
A software suite for comparative mocap analysis in an augmented reality environment
Repository to the notes and relevant codes from previous lectures and talks.
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.
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