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mzmzj19960615's Projects

beautiful-hzau icon beautiful-hzau

采用OpenGL完成的真实感图形绘制,包含光照、纹理、阴影等真实感图形绘制技术。

btm icon btm

Code for Biterm Topic Model (published in WWW 2013)

burstybtm icon burstybtm

Code for Bursty Biterm Topic Model (published in AAAI2015)

distributions.jl icon distributions.jl

A Julia package for probability distributions and associated functions.

dynamic-nmf icon dynamic-nmf

Dynamic Topic Modeling via Non-negative Matrix Factorization

dynamiclda icon dynamiclda

Dynamic Topic Modeling and Topic Chains of Reuters News Articles using SCVB0

eventmonitor icon eventmonitor

Event monitor based on online news corpus including event storyline and analysis,基于给定事件关键词,采集事件资讯,对事件进行挖掘和分析。

graphbtm icon graphbtm

Code for paper "GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model". Under preparation.

lda-scvb0 icon lda-scvb0

This repository contains code for a fast inference implementation for Latent Dirichlet Allocation.

machine-learning-notes icon machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(1000+页)和视频链接

online-lda icon online-lda

On-Line LDA: Adaptive Topic Models for Mining Text Streams with Applications to Topic Detection and Tracking.

online-lda-vb icon online-lda-vb

[Experiment] Online Latent Dirichlet Allocation implementation in python

onlinebtm icon onlinebtm

Code for Online Biterm Topic Model (published in TKDE2014)

onlineldavb icon onlineldavb

Online variational Bayes for latent Dirichlet allocation (LDA)

stochastic-cvb0 icon stochastic-cvb0

Code implementing Stochastic CVB0 (SCVB0), from: J. R. Foulds, L. Boyles, C. DuBois, P. Smyth and M. Welling. Stochastic collapsed variational Bayesian inference for latent Dirichlet allocation. Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2013.

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