This is a repository with the assignments of IE675b Machine Learning course at University of Mannheim.

The pbrain-Z2I is just a gomoku engine which use the protocol of gomocup. （最新权重在咸鱼有售）

NSF Research Awards Abstracts Welcome to the NSF Research Awards Abstracts project! 🎉 This repository contains my solution for clustering abstracts into topics based on their semantic similarity using unsupervised learning techniques.

The Dirichlet Mechanism for Differentially Private KL Divergence Minimization

(NeurIPS 2021) Realistic Evaluation of Transductive Few-Shot Learning

It is about Chinese Restaurant Progress.

Categorial Naive Bayes MLE and MAP Estimators for EMNIST dataset

Post-hoc Out-of-Distribution Detection

A Study on SCPP: Shared Cascade Point Process

PHP implementation of statistical probability distributions: normal distribution, beta distribution, gamma distribution and more.

An R package for the Dirichlet distribution

Package for generalized barycentric coordinates. Useful to visualize Diriсhlet densities.

Gibbs Sampling Dirichlet Multinomial Model (GSDMM) for Short-Text Clustering

An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku

A demo of Dirichlet Distribution, Dirichlet Process and the Chinese Restaurant Process based GMM Clustering

Dirichlet adaptive shrinkage for compositional data

Given box constraints, find a dirichlet prior when estimating proportions.