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FENG, Zijin's Projects

clustering icon clustering

Implement three clustering algorithms to find clusters of genes that exhibit similar expression profiles: K-means, Hierarchical Agglomerative clustering with Single Link (Min), and one from (density-based, mixture model, spectral). Set up a single-node Hadoop cluster on your machine and implement MapReduce K-means. Compare with non-parallel K-means on the given data sets. Try to improve the running time.

dbpapers icon dbpapers

Classic and recent three years papers of each topic

lda icon lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

louvain icon louvain

A fast algorithm to find communities in large network

orestes-bloomfilter icon orestes-bloomfilter

Library of different Bloom filters in Java with optional Redis-backing, counting and many hashing options.

rtree icon rtree

Hyper-Dimensional R-Tree Index in Java

rtree-1 icon rtree-1

Immutable in-memory R-tree and R*-tree implementations in Java with reactive api

weibo_terminater icon weibo_terminater

Final Weibo Crawler Scrap Anything From Weibo, comments, weibo contents, followers, anythings. The Terminator

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