✨ Awesome - A curated list of amazing Topic Models (implementations, libraries, and resources)

dmmclust is a package for clustering short texts, based on Yin and Wang (2014)

Replication materials for "The Relational Bases of Informal Financial Cooperation" (Simpson, In Prep.)

The Dirichlet Mechanism for Differentially Private KL Divergence Minimization

Bu repo, Üretken Yapay Zeka dersinin teorik slayt içeriklerini Python ile pekiştiren Jupyter Notebook'larını barındırmaktadır. Her notebook, derste işlenen formülleri sıfırdan türeterek görselleştirir ve gerçek veri senaryolarına uyarlar.

CompSign: An R package for differential abundance of compositional mutational signatures

DM-CART offers a novel Bayesian, nonparametric, tree-based approach to investigate determinants of LBW outcomes.

Beta Kernel Processes Modeling

This repository contains Jupyter Notebooks that reinforce the theoretical lecture slides of the Generative Artificial Intelligence course using Python. Each notebook derives the formulas discussed in class from first principles, visualizes them, and applies them to real-world data scenarios.

R/C code for Bayesian variable selection for Dirichlet-multinomial regression models. Accompany paper: Wadsworth et al. (2016). An Integrative Bayesian Dirichlet-Multinomial Regression Model for the Analysis of Taxonomic Abundances in Microbiome data. BMC Bioinformatics 18:94.