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A collection of useful .gitattributes templates
High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equat…
Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
Julia implementation of joint models combining longitudinal and survival endpoints
An orchestration platform for the development, production, and observation of data assets.
Integrated Machine Learning for Multi-omics Classification and Prediction
Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.
Building a Survival Model in Stan.
A Tutorial for Setting R Development Environment with VScode, Dev Containers, and Docker
Extra-strength glue engines for R Markdown, Quarto, and Shiny
🔥Highlighting the top ML papers every week.
Ecological forecasting using Dynamic Generalized Additive Models with R 📦's {mvgam} and {brms}
A lightweight and powerful Julia package for computational pipelines and workflows.
Function-oriented Make-like declarative workflows for R
Emacs support for direnv which operates buffer-locally
Causal inference, graphical models and structure learning in Julia
Exploratory analysis of Bayesian models with Python
BAyesian Model-Building Interface (Bambi) in Python.
Documentation and tutorials for the Turing language
A course repository to follow along fast.ai using Julia!
Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan
EAF, an extensible framework that revolutionizes the graphical capabilities of Emacs
Jupyter extensions for running an RStudio rsession proxy