🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Single cell current best practices tutorial case study for the paper:Luecken and Theis, "Current best practices in single-cell RNA-seq analysis: a tutorial"

Code and example data for running Consensus Non-negative Matrix Factorization on single-cell RNA-Seq data

Principal analysis code used in for analysis of single cell RNAseq of primary untreated colon cancer. As described in: "Spatially organized multicellular immune hubs in human colorectal cancer"

Single Cell Epigenome-based Inference of Activity

Supplementary data and figures for the paper 'Success and randomness in creative careers' published in EPJ Data Science

Human adrenal gland paper

Analysis scripts for Vuong & Cook et al. (2018)

3 Minutes Machine Learning