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Michael Nagle's Projects

cpgwas icon cpgwas

Tools to support Methylome-wide Association Studies (MWAS), not to be confused with Metabolome-Wide Association Studies (the other MWAS)

cubeglm icon cubeglm

Python implementation of general linear model for quantifying fluorophores in fluorescent hyperspectral images

cubeml icon cubeml

Interface to apply machine learning to segmentation of hyperspectral images (hypercubes)

dpl_u19 icon dpl_u19

Deep Learning for Life Scientists Pilot

elastictorch icon elastictorch

Pytorch implementation of ElasticNet, intended for investigative benchmarking at this time.

evals icon evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

factorimg icon factorimg

Simple Python package to evaluate color palettes in semantic segmentation masks

gmogui icon gmogui

Graphical interface for the high-throughput phenotyping of plant transformation and regeneration (GMOdetector)

gmolabeler icon gmolabeler

Python/R code for cross-analyzing fluorescence and semantic segmentation results to calculate statistics for development of specific transgenic plant tissues

gmonotebook icon gmonotebook

Templates for workflows cross-analyzing fluorescent hyperspectral regression with deep segmentation to study plant tissue culture transformation rates

gpt-revcomp-eval icon gpt-revcomp-eval

Evals for GPT model abilities to provide reverse complements of DNA sequences

mtmcskat icon mtmcskat

Cluster-friendly interface for SKAT with adaptive resampling, multi-threading over SNP windows and permutations, and higher-level parallelization over chromosomes/scaffolds.

pheno_odk_test icon pheno_odk_test

A test repo demonstrating design pattern -based phenotype ontology development using the Ontology Development Kit

rslurm icon rslurm

Submit R code to a Slurm cluster

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