Michael Nagle's Projects
AgroCulture
Tools to support Methylome-wide Association Studies (MWAS), not to be confused with Metabolome-Wide Association Studies (the other MWAS)
Python implementation of general linear model for quantifying fluorophores in fluorescent hyperspectral images
Interface to apply machine learning to segmentation of hyperspectral images (hypercubes)
Contamination Classification DenseNet
Deep Learning for Life Scientists Pilot
Pytorch implementation of ElasticNet, intended for investigative benchmarking at this time.
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
Simple Python package to evaluate color palettes in semantic segmentation masks
Graphical interface for the high-throughput phenotyping of plant transformation and regeneration (GMOdetector)
Python/R code for cross-analyzing fluorescence and semantic segmentation results to calculate statistics for development of specific transgenic plant tissues
Templates for workflows cross-analyzing fluorescent hyperspectral regression with deep segmentation to study plant tissue culture transformation rates
Evals for GPT model abilities to provide reverse complements of DNA sequences
Cluster-friendly interface for SKAT with adaptive resampling, multi-threading over SNP windows and permutations, and higher-level parallelization over chromosomes/scaffolds.
A test repo demonstrating design pattern -based phenotype ontology development using the Ontology Development Kit
Submit R code to a Slurm cluster
TensorFlow Tutorial and Examples for Beginners with Latest APIs
Introduction tutorial for command line basics