Airoldi Lab
Harvard Laboratory for Applied Statistical Methodology & Data Science
Harvard University, Cambridge, MA
Pinned Repositories
ai-sgd
Towards stability and optimality in stochastic gradient descent
cplate
Digestion template-based deconvolution for chromatin structure inference.
HPC_model
Hierarchical Poisson Convolution model code
MISO
MISO: Mixture of Isoforms model for RNA-Seq isoform quantitation
odyssey
Stat 221 Odyssey tutorial
probability_cheatsheet
An 8-page probability cheatsheet for reference
Publications
The PDF and LaTeX source for papers
SAS
Sort and Smooth Algorithm for Graphon Estimation (Matlab)
SBA
Stochastic Blockmodel Approximation for Graphon Estimation (Matlab)
sgd
An R package for large scale estimation with stochastic gradient descent
Airoldi Lab's Repositories
airoldilab/sgd
An R package for large scale estimation with stochastic gradient descent
airoldilab/ai-sgd
Towards stability and optimality in stochastic gradient descent
airoldilab/cplate
Digestion template-based deconvolution for chromatin structure inference.
airoldilab/SAS
Sort and Smooth Algorithm for Graphon Estimation (Matlab)
airoldilab/SBA
Stochastic Blockmodel Approximation for Graphon Estimation (Matlab)
airoldilab/odyssey
Stat 221 Odyssey tutorial
airoldilab/probability_cheatsheet
An 8-page probability cheatsheet for reference
airoldilab/HPC_model
Hierarchical Poisson Convolution model code
airoldilab/MISO
MISO: Mixture of Isoforms model for RNA-Seq isoform quantitation
airoldilab/Publications
The PDF and LaTeX source for papers
airoldilab/stat221
Example package for Stat 221
airoldilab/hmc
Hamiltonian Monte Carlo sampling for R
airoldilab/mrna-prot
Repository for the mRNA/protein study (Csardi et al. 2015)
airoldilab/word_rate_model
airoldilab/yale-dissertation-template
A Latex template for formatting the Yale GSAS dissertation