mbjoseph

AI + Earth Observation + Bayesian stats

@planetlabsDenver, CO

Pinned Repositories

earthpy
A package built to support working with spatial data using open source python
Language:Python478 19 234160
neonhs
An R package to simplify working with NEON's hyperspectral imagery
Language:R14 10 25
bbr
R package to scrape data from basketball-reference.com
Language:R21 5 04
CARstan
Conditional autoregressive models in Stan
Language:Stan32 9 112
hierarchical_models
Slideshow, papers, and example R scripts to demonstrate shrinkage/partial pooling and prediction in hieararchical models
Language:JavaScript15 5 04
knitr-template
academic article template w/ knitr, R Markdown, and pandoc
Language:TeX17 2 18
neuralecology
Code for the paper "Neural hierarchical models of ecological populations"
Language:Jupyter Notebook23 2 010
project-template
makes an academic article
Language:TeX16 4 010
scr-stan
Spatial capture-recapture models in Stan
Language:Stan22 9 30
smapr
An R package for acquisition and processing of NASA SMAP data
Language:R77 13 4226

mbjoseph's Repositories

mbjoseph/CARstan
Conditional autoregressive models in Stan
Language:Stan32 9 112
mbjoseph/neuralecology
Code for the paper "Neural hierarchical models of ecological populations"
Language:Jupyter Notebook23 2 010
mbjoseph/intro-research-compendia
Training material: how and why to make a research compendium
Language:Python13 2 07
mbjoseph/mlflow-stan
MLFlow with cmdstanr
Language:R7 2 21
mbjoseph/ab-shrinkage
Code to generate slides about shrinkage for Analyze Boulder presentation
Language:TeX2 2 0
mbjoseph/adventofcode21
Language:R2 2 0
mbjoseph/finnemit
Language:Python2 2 21
mbjoseph/mbjoseph.github.io
Personal website created with distill
Language:HTML2 3 5
mbjoseph/capture-recapture-simulations
Simulations for generating & Bayesian model for analysing capture-recapture data
Language:Stan1 1 0
mbjoseph/climateR
An R 📦 for getting point and gridded climate data by AOI
Language:R1 1 0
mbjoseph/slide-templates
Some templates for slide shows
Language:TeX1 2 0
mbjoseph/adventofcode22
Language:Python1 0
mbjoseph/bambi
BAyesian Model-Building Interface (Bambi) in Python.
Language:Python
mbjoseph/cv
Language:Makefile2 0
mbjoseph/example-models
Example models for Stan
Language:HTML1 0
mbjoseph/FCC24_Group_4
Language:Jupyter Notebook
mbjoseph/hub-ops
Infrastructure and operations for the Earth Lab JupyterHub
Language:Python1 0
mbjoseph/idtreesextraction
Language:R2 0
mbjoseph/NEON-NIWO-misclass
Language:R1 0
mbjoseph/neonHScompendium
Language:TeX1 0
mbjoseph/niwot_NEON_carabids
Prediction of carabid species distributions at Niwot Ridge
Language:R1 0
mbjoseph/openSAR
Synthetic Aperture Radar (SAR) Tools and Documents from Earth Big Data LLC
Language:HTML1 0
mbjoseph/pymc-experimental
Language:Jupyter Notebook
mbjoseph/satclip
PyTorch implementation of SatCLIP
Language:Python
mbjoseph/secmr
A research compendium for: “Using visual encounter data to improve capture-recapture abundance estimates”
Language:R2 0
mbjoseph/stan-dev.github.io
Stan website based on the So Simple Jekyll theme.
mbjoseph/stantargets
Reproducible Bayesian data analysis pipelines with targets and cmdstanr
Language:R1 0
mbjoseph/stantargets-sandbox
Example of using profiling with stantargets
Language:R2 0
mbjoseph/tmin
Language:R1 0
mbjoseph/translocation
Project describing frog translocations to reestablish populations in the presence of infectious disease
Language:HTML