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course webpage for UCLA Biostat 216, 2024 Fall Quarter
Run current & prior versions of R using docker. rocker/r-ver, rocker/rstudio, rocker/shiny, rocker/tidyverse, and so on.
Code for reproducing the MLE examples in the manuscript “A Cornucopia of Maximum Likelihood Algorithms“ by Lange, Li, and Zhou
Julia bindings for the Enzyme automatic differentiator
Proximal operators for nonsmooth optimization in Julia
Source code for the "Hello Quarto" talk for the Coronavirus Visualization Team - August 2022
2024 Transdisciplinary Training to Advance Community Health Intervention Research
A solver for mixed-integer convex optimization
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable i…
interior point solver for general convex conic optimization problems
Julia interface to the macOS Accelerate framework
Using PLT trampolines to provide a BLAS and LAPACK demuxing library.
Relax! Flux is the ML library that doesn't make you tensor
Pipeable steps for feature engineering and data preprocessing to prepare for modeling
Run current & prior versions of R using docker. rocker/r-ver, rocker/rstudio, rocker/shiny, rocker/tidyverse, and so on.
An experimental code analyzer for Julia. No need for additional type annotations.
Source code files for the book Reproducible Research with R/RStudio
Course webpage for UCLA Biostat 212A (Statistical Machine Learning A)
course webpage for UCLA Biostat 216, 2023 Fall Quarter
Extensible, Efficient Quantum Algorithm Design for Humans.
Tutorials for UCLA's Hoffman2 HPC Cluster Computing Resource for R and Julia
MIT IAP short course: Matrix Calculus for Machine Learning and Beyond