SampsonML
Graduate student in machine learning and computational astrophysics at Princeton University.
Princeton UniversityPrinceton, NJ
Pinned Repositories
scarlet2
Scarlet, all new and shiny
2D-Function-Plotter
[Python] A short script to create 3d visualisations of 2d functions such as surface integrals using pythons matplotlib package.
CRIPTIC
Matt Sampson version of CRIPTIC Cosmic Rays transport code, initially written by Mark Krumholz
CRIPTIC_tools
deblend_with_diffusion
Matt Sampson project file for diffusion based ML model.
dotfiles
equinox_score_model
Equinox implementation of score matching model from -- https://docs.kidger.site/equinox/examples/score_based_diffusion/
galaxygrad
Package for diffusion model trained on HSC galaxies
hallucination_score
score_network_jax
Score network for Scarlet 2 in jax and flax.
SampsonML's Repositories
SampsonML/galaxygrad
Package for diffusion model trained on HSC galaxies
SampsonML/equinox_score_model
Equinox implementation of score matching model from -- https://docs.kidger.site/equinox/examples/score_based_diffusion/
SampsonML/score_network_jax
Score network for Scarlet 2 in jax and flax.
SampsonML/CRIPTIC
Matt Sampson version of CRIPTIC Cosmic Rays transport code, initially written by Mark Krumholz
SampsonML/CRIPTIC_tools
SampsonML/deblend_with_diffusion
Matt Sampson project file for diffusion based ML model.
SampsonML/dotfiles
SampsonML/hallucination_score
SampsonML/AstroVisionTransformer
SampsonML/CosmicRayDataTable
Data table for CR diffusion parameters and MHD parameters. Email: msampsonroko@gmail.com for more information on use.
SampsonML/CosmicRayDiffusionData
Data table for CR diffusion parameters and MHD parameters.
SampsonML/cr_diffusion_tools
Personal repo to store useful code for work on calculating diffusion in various CR things
SampsonML/criptic_tools_2
SampsonML/demo_scripts_SCARLET2
SampsonML/dynamicalTransformer
SampsonML/galsim_generations
SampsonML/HSC_galaxy_tools
SampsonML/hugo_site_trial
www.msampson.net
SampsonML/LatentPhaseSpace
SampsonML/minPathLatentODEs
SampsonML/neural_scarlet_analysis
Analysis scripts for neural networks in Scarlet paper
SampsonML/ramses_tools
SampsonML/RamsesCRMatt
SampsonML/ramsesCRmod
SampsonML/sampson2023_neural_scarlet
Analysis files and tools for Sampson+23 paper Score bases diffusion models for galaxy deblending
SampsonML/SampsonML
SampsonML/SampsonML.github.io
My homepage
SampsonML/scarlet2
Scarlet, all new and shiny
SampsonML/score_based_scarlet_tests
SampsonML/score_sde
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)