Stars
Convex optimization for statistics and machine learning
Reproducible data analysis for "Inferring causal genotype-phenotype relationships for population-sampled parent-child trios" by Tang, Cabreros, and Storey
A lightweight version of R Markdown (without using Pandoc or knitr)
A fast and flexible Python package for efficiently solving lasso, elastic net, group lasso, and group elastic net problems.
Clarabel.jl: Interior-point solver for convex conic optimisation problems in Julia.
Advanced Topics in Causal Inference PLSC 40601
Accurate sample inference from amplicon data with single nucleotide resolution
DSL for experimental design and statistical analysis
The course text for MIT 6.832 (and 6.832x on edX)
Materials and syllabus for Cornell ORIE 7391, Faster: Algorithmic Ideas for Speeding Up Optimization
Proximal Learning for Individualized Treatment Regimes Under Unmeasured Confounding
An open-source C++ library developed and used at Facebook.
Fast exhaustive tree search for policy learning
data repository for publicly available code and data of "Low-intensity fires mitigate the risk of catastrophic wildfires in California's forests"
UC Berkeley's software and documentation for Breakthrough Listen data
Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.