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Stephen Woloszynek's Projects

16s_embeddings icon 16s_embeddings

Generate numeric representations of microbiome sequence data for downstream analysis

cnnlstm icon cnnlstm

CNN-LSTM neural network tested for 16S rRNA data

cv icon cv

Curriculum vitae

db_scraping icon db_scraping

Scrape img and kegg: probably outdated, but still useful code

deep-review icon deep-review

A collaboratively written review paper on deep learning, genomics, and precision medicine

mbts icon mbts

Generation of microbiome time series signals using ARIMA

rcrust icon rcrust

Early attempt to adapt PICRUSt to R

stm icon stm

An R Package for the Structural Topic Model

teaching icon teaching

Various tutorials and code from classes taught and previous work.

themetagenomics icon themetagenomics

R pkg to explore topics generated from 16S rRNA sequencing information on both the abundance and functional levels

theseus icon theseus

R pkg for analysis, visualization, and interpretation of community composition data

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