bayesian

Repo to calculate hyper-local R(t) values for Covid-19

to be edited later

Statistics and Machine Learning in depth analysis with Tensorflow Probability

Implementation of nested sampling method

ML model optimization algorithms such as random search, grid search, and Bayesian optimization. are illlustrated with codes.

Crystal-clear Bayes filter implementation for robot localization. Watch probabilities evolve in real-time as a robot navigates with motion uncertainty. Perfect educational example of probabilistic robotics

comparing Markov Chain Monte Carlo methods for the stochastic volatility model estimation

Working Python demonstration of Wilson lower bounds, Bayesian star-rating estimates, TF-IDF retrieval, and confidence-gated local AI context.

Bayesian nowcasting for Brazilian disease surveillance data (Sinan) - corrects reporting delay in real time with PyMC. `pip install nowcasting-sus`

Distributed state synchronization daemon — async Python, Bayesian drift detection, and multi-source consensus coordination

Reverend is a general purpose Bayesian classifier

A study on deep learning methods to identify precise boundaries for robot navigation

MCMC Generalized linear model ; Normal Priors

Zero-shot and in-context learning classification with LLMs and uncertainty estimation using multiple prompts.

Pyscript service to retroactively recompute Bayesian binary sensor state history in Home Assistant

Generalized Smooth Mixtures: each mixture component is an expert distribution, the gating function assigns covariate-dependent mixture probabilities, and each distributional feature can also depend on covariates through link functions

Phred-aware Bayesian consensus calling for aligned sequencing reads

KOSPI200 팩터 연구 — PCA 잔차 단기반전과 베이지안 동적 배분을 검증하고 둘 다 기각한 기록 (FIND-A 13기 개인 Sprint)

Artificial Intelligence system that generates a crossword puzzle, and also solves it, given a structure and dictionary of words.

Causal Inference for Multi-Fault Satellite Failures