Bayesian Statistics Guide
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.
The code for DirBN in NeurIPS 2018
Bitcoin price prediction algorithm using bayesian regression techniques
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.
MATLAB implementation of Bayesian Online ChangePoint Detection
DiffeRential Evolution Adaptive Metropolis algorithm: MATLAB and Python Toolbox
Partition relevance analysis with the reduction step
Domain Adaptation by Transferring Model-Complexity Priors Across Tasks Paper Experiments
Model averaging toolbox in MATLAB and Python
Verification, Validation, Uncertainty Quantification and Qualification Project
This repository includes the scripts to replicate the results of my paper entitled "Trading the foreign exchange market with technical analysis and Bayesian Statistics".
Repository to the notes and relevant codes from previous lectures and talks.
Data for the Quantitative Single-Neuron Modeling Competition (2007).
Course work of Pattern Recognition CS6690 IIT Madras
Final assignment of the course Statistical Parameter Estimation, LUT University, a.y. 2024/25
Knights et al. (2022)-Scientific Reports & (2021)-Journal of Neuroscience.
A Kalman filter and Particle Filter implementation for Gaussian object tracking
A software suite for comparative mocap analysis in an augmented reality environment
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