Michael Nagle's repositories
GMOnotebook
Templates for workflows cross-analyzing fluorescent hyperspectral regression with deep segmentation to study plant tissue culture transformation rates
gpt-revcomp-eval
Evals for GPT model abilities to provide reverse complements of DNA sequences
AgroCulture
AgroCulture
CpGWAS
Tools to support Methylome-wide Association Studies (MWAS), not to be confused with Metabolome-Wide Association Studies (the other MWAS)
cubeml
Interface to apply machine learning to segmentation of hyperspectral images (hypercubes)
dpl_u19
Deep Learning for Life Scientists Pilot
GMOlabeler
Python/R code for cross-analyzing fluorescence and semantic segmentation results to calculate statistics for development of specific transgenic plant tissues
Pheno_odk_test
A test repo demonstrating design pattern -based phenotype ontology development using the Ontology Development Kit
terminal_jupyter_intro
Introduction tutorial for command line basics
DenseNet
Contamination Classification DenseNet
elastictorch
Pytorch implementation of ElasticNet, intended for investigative benchmarking at this time.
evals
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
factorimg
Simple Python package to evaluate color palettes in semantic segmentation masks
GMOGUI
Graphical interface for the high-throughput phenotyping of plant transformation and regeneration (GMOdetector)
rslurm
Submit R code to a Slurm cluster
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs