✨ 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

İstatistiksel teoriden modern LLM'lere uzanan Üretken Yapay Zekâ masterclass'ı. Hazır framework'ler yok; saf matematik ve kodlama var. MAP/MLE türetimleri, VAE, GAN, Difüzyon süreçleri ve Attention ile RoPE mimarilerini içeren sıfırdan bir "Mini-GPT" inşası.

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

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.

A comprehensive, hands-on guide to the fundamentals and advanced concepts of Generative Artificial Intelligence (GAI). This repository contains a curated series of Jupyter Notebooks bridging the gap between foundational statistical theory and state-of-the-art deep generative architectures.