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Sam Way's Projects

bio-playground icon bio-playground

miscellaneous scripts for bioinformatics/genomics that dont merit their own repo.

bioparse icon bioparse

Module for parsing the output of various bioinformatics tools.

biotm icon biotm

Biom tables meet topic models. Topic models meet biom tables.

machine-learning icon machine-learning

Playground for learning about and evaluating machine learning techniques.

ml_utils icon ml_utils

Utility scripts for interfacing QIIME with scikit-learn.

python_to_slda icon python_to_slda

Scripts for interfacing biom tables and metadata files with slda

qiime-scaling icon qiime-scaling

The goal of this project is to produce an estimator for runtime and memory consumption: (runtime, memory) = f(script_name, number_of_observations, number_of_samples, sparsity). This estimator will be based off of empirical results from standard test data sets (to be created, described below) and validated with real world datasets. Once in place, we can then use this estimator to a) improve resource utilization on both growler and compy b) determine what scripts to target for optimization.

research_env icon research_env

Analysis of how academic environment affects individual researcher productivity.

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