Stars
Code and experiments for marginal balancing.
Course materials for "Introduction to causal inference using machine learning methods" in the Seventh Seattle Symposium in Biostatistics
Code and experiments for "A Learning Theory for Zero-Shot Prediction".
A quickstart guide to Python work on the University of Washington Statistics Department computing cluster (or any CPU cluster, really).
Conformal Locally Valid interval-Estimates for Regression
Research compendium for our paper "Bayesian inference of material culture phylogenies using continuous traits from the archaeological record: A birth–death model for Late Neolithic/Early Bronze Age…
"Deep Generative Modeling": Introductory Examples
Desirability Functions for Multiparameter Optimization
A special academic or professional LaTeX resume template
An R Package for Estimating the Number of Components in Finite Mixture Models via the Group-Sort-Fuse procedure.
Monitor Memory usage of Python code
Visualization of numerical optimization algorithms
Latex code for making neural networks diagrams
A framework for reproducible, comparable benchmarks
Benchopt benchmark for Ordinary Least Square
Fast and modular sklearn replacement for generalized linear models
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
(yet another) static site generator. Simple, customisable, fast, maths with KaTeX, code evaluation, optional pre-rendering, in Julia.
Inference of substructure properties in strong lensing systems with machine learning. Code repository associated with https://arxiv.org/abs/1909.02005.