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Hi there πŸ‘‹

I am a computational biologist - originally trained as molecular biologist - who started learning data analysis in R in 2017. My current areas of expertise include transcriptomics (bulk and single cell), translatomics, neurodevelopmental disorders, neurodegenerative diseases, genome editing, and stem cell biology. I am particularly passionate about data visualization.

Since early 2021 I started honing my skills as a package developer. So fare I have released seven R packages in the wild:

  • 🧠 {coldcuts} - draw and render neuroanatomical segmentations in 2D and 3D
  • 🍳 {oveRlay} - annotate 2D scatterplots with overlay polygons
  • 🎨 {swatcheR} - generate color swatches from pictures
  • 🦜 {alamak} - let Pixel Pals handle your errors
  • πŸ—ΊοΈ {borges} - antique cartographic style 2D point clouds (UMAP, tSNE and the like)
  • 🧫 {cellula} - pipeline with wrappers to many single cell RNA-seq analysis methods
  • 🏒 {HDB} - a geometric test to detect batch effects in single cell RNA-seq

hexwall

with hopefully more to come.

πŸ›  I am currently learning three.js, a little bit of Python on the side, and Arduino physical computing as a hobby.

Giuseppe D'Agostino's Projects

alamak icon alamak

alamak catches your errors and lets a pixel pal tell you all about it.

borges icon borges

Antique or modern atlas-like depictions of non-linear dimensionality reduction for single cell data

cellula icon cellula

Simple implementation of different single cell RNA-seq methods

coldcuts icon coldcuts

coldcuts is an R package to automatically generate and plot segmentation drawings in R

destiny icon destiny

R package for single cell and other data analysis using diffusion maps

hexdimred icon hexdimred

Hexagonal binning for dimensionality reduction plots

il11_lung icon il11_lung

markdowns for the analysis on the manuscript " IL-11 is a therapeutic target in idiopathic pulmonary fibrosis"

learn2count icon learn2count

Structure learning based for zero-inflated negative binomial data

musicbox icon musicbox

Experiments with interactive audio loops in R

overlay icon overlay

Annotate 2D point clouds using overlay polygons

rboards icon rboards

Create simple status boards for project management

scdblfinder icon scdblfinder

Methods for detecting doublets in single-cell sequencing data

swatcher icon swatcher

Fast automatic selection of color swatches from images

tscan icon tscan

Clone of the Bioconductor repository for the TSCAN package.

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