Pinned Repositories
affine
Parallelized affine invariant MCMC sampling implemented in tensorflow
basic
BAyeSian Integrated and Consolidated (BASIC) composite merging for atmospheric/climate time-series data.
branching_pandas
dlmmc
Dynamical linear modeling (DLM) regression code for analysis of atmospheric time-series data.
fishnets
Additive fisher-score networks for compressing large unstructured datasets.
pydelfi
Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
serology
Neural density emulators for Bayesian inference from complex models in epidemiology
speculator
Neural network emulation of Stellar Population Synthesis (SPS) models for galaxy spectra and photometry
steppz
tf-torch-jax-translation
Basic worked problems in tensorflow, pytorch and jax to assist people making the shift between frameworks.
justinalsing's Repositories
justinalsing/pydelfi
Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
justinalsing/dlmmc
Dynamical linear modeling (DLM) regression code for analysis of atmospheric time-series data.
justinalsing/speculator
Neural network emulation of Stellar Population Synthesis (SPS) models for galaxy spectra and photometry
justinalsing/affine
Parallelized affine invariant MCMC sampling implemented in tensorflow
justinalsing/tf-torch-jax-translation
Basic worked problems in tensorflow, pytorch and jax to assist people making the shift between frameworks.
justinalsing/basic
BAyeSian Integrated and Consolidated (BASIC) composite merging for atmospheric/climate time-series data.
justinalsing/branching_pandas
justinalsing/fishnets
Additive fisher-score networks for compressing large unstructured datasets.
justinalsing/serology
Neural density emulators for Bayesian inference from complex models in epidemiology
justinalsing/steppz
justinalsing/students-t_convolutions
Fast accurate approximate models for convolutions of Student's-t distributions with normals and other Student's-t distributions