mbjoseph/wildfire-extremes

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mbjoseph/wildfire-extremes

mbjoseph

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Spatiotemporal modeling of wildfire extremes

CARstan

Conditional autoregressive models in Stan

neuralecology

Code for the paper "Neural hierarchical models of ecological populations"

Jupyter Notebook

scr-stan

Spatial capture-recapture models in Stan

bbr

R package to scrape data from basketball-reference.com

knitr-template

academic article template w/ knitr, R Markdown, and pandoc

project-template

makes an academic article

hierarchical_models

Slideshow, papers, and example R scripts to demonstrate shrinkage/partial pooling and prediction in hieararchical models

intro-research-compendia

Training material: how and why to make a research compendium

intro-parallel-r

Introduction to parallel R - CU Computational Science and Engineering meetup

intro-r

Tutorial materials for an introduction to R workshop

mlflow-stan

MLFlow with cmdstanr

gpp-speed-test

pytorch-mnist

Jupyter Notebook

minimal-rstan-travis

A minimal example of installing rstan on Travis CI

responsible-computing

Best and worst practices in scientific computing

mnird

(M)achine learning + (N)EON + (I)nstrumentation + literature (R)eview for + bio(D)iversity

intro-eva

Introduction to extreme value analysis in R

r-intro-functions

Introduction to functions in R

old-website

Old personal website

mtbs-data

R script to fetch MTBS fire data, EPA ecoregion boundaries, and some MACA climate data

git-intro

Slides from an introduction to git tutorial

adventofcode21

biometry-linear-models

Slides and scripts for teaching linear models in R

ab-shrinkage

Code to generate slides about shrinkage for Analyze Boulder presentation

mbjoseph.github.io

Personal website created with distill

vif

Interactive R shiny variance inflation factor sandbox

finnemit

leslie

Interactive stage-structured population growth model

tensorphloem

Machine learning for plant identification

Jupyter Notebook

sonar-demo

Demo processing of sonar data

Jupyter Notebook

python_ml

Jupyter Notebook

qdt-gp

Notes and code from a talk at QDT on Gaussian processes

data-transfer

slide-templates

Some templates for slide shows

occupy_r2

Measures of explained variation for occupancy models

code-style

Material for teaching coding style and practices for scientific computing