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Natalie Stanley's Projects

attributedsbm icon attributedsbm

Fits an attributed stochastic block model for networks with multiple continuous attributes

cytofkit icon cytofkit

cytofkit: an integrated flow/mass cytometry data analysis pipeline

densvis icon densvis

Density-preserving data visualization tools den-SNE and densMAP

diffcyt icon diffcyt

R package for differential discovery analyses in high-dimensional cytometry data

fcs_tutorial icon fcs_tutorial

A tutorial for dealing with FCS files in both Python and R. Includes instruction for arcsinh transform, selecting relevant markers, etc.

graphtools icon graphtools

Tools for building and manipulating graphs in Python

kcbc icon kcbc

find super nodes with k cores

largevis icon largevis

An implementation of the largeVis algorithm for visualizing large, high-dimensional datasets, for R

moab icon moab

Quantitative benchmarking algorithms for measuring the performance of dimensionality reduction methods on features across multiomics datasets.

multcomp icon multcomp

:exclamation: This is a read-only mirror of the CRAN R package repository. multcomp — Simultaneous Inference in General Parametric Models. Homepage: http://multcomp.R-forge.R-project.org The publishers web page is http://www.crcpress.com/product/isbn/9781584885740

ncdfflow icon ncdfflow

A package that provides ncdf based storage for flow cytometry data.

pediatric_hf icon pediatric_hf

Example for using Vopo on a dataset with several stimulations etc.

rclusterpp icon rclusterpp

Memory efficient clustering in R for large datasets

rphenograph icon rphenograph

Rphenograph: R implementation of the PhenoGraph algorithm

rpython icon rpython

:exclamation: This is a read-only mirror of the CRAN R package repository. rPython — Package Allowing R to Call Python. Homepage: http://rpython.r-forge.r-project.org/

smlsbm icon smlsbm

Fitting the strata multilayer stochastic block model to a multilayer network.

spade icon spade

SPADE: Spanning Tree Progression of Density Normalized Events

stanleyn.github.io icon stanleyn.github.io

Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll

supernode icon supernode

Reduce the size of your network from N nodes to S super nodes

torchdiffeq icon torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

trimap icon trimap

TriMap: Dimensionality Reduction Using Triplet Constraints

vopo icon vopo

Scalable, downsampling-free automated cell-population discovery, feature engineering, classification and visualization of single-cell (mostly mass cytometry) data.

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