rmcelreath / stat_rethinking_2023
Statistical Rethinking Course for Jan-Mar 2023
See what the GitHub community is most excited about today.
Statistical Rethinking Course for Jan-Mar 2023
dplyr: A grammar of data manipulation
R toolkit for single cell genomics
R toolkit for inference, visualization and analysis of cell-cell communication from single-cell data
R for data science: a book
tools for the analysis of color data in R
Easy interactive web applications with R
Repository for Programming Assignment 2 for R Programming on Coursera
R interface for Apache Spark
Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) package from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define media channel efficienc…
Interfaces for HDF5-based Single Cell File Formats
renv: Project environments for R.
NicheNet: predict active ligand-target links between interacting cells
An implementation of the Grammar of Graphics in R
Equipment Loss Tracking
Inferring CNV from Single-Cell RNA-Seq
Fast, sensitive and accurate integration of single-cell data with Harmony
phyloseq is a set of classes, wrappers, and tools (in R) to make it easier to import, store, and analyze phylogenetic sequencing data; and to reproducibly share that data and analysis with others. See the phyloseq front page:
ArchR : Analysis of Regulatory Chromatin in R (www.ArchRProject.com)
R package for detecting doublets in single-cell RNA sequencing data
Simple Features for R
R package for community ecologists: popular ordination methods, ecological null models & diversity analysis
A collection of datasets of ML problem solving