Minh Nguyen's Projects
My Academic CV in a readable markdown file, published in HTML by Github Pages
Academic Resume, powered by Hugo, with custom theme by HugoBlox
A python package for creating mock maps of astrophysical signals from a halo catalog
A curated list of awesome Python frameworks, libraries, software and resources
Beyond-2pt blind data challenge
Code for Anisotropies in the Microwave Background
DESC Core Cosmology Library: cosmology routines with validated numerical accuracy
Examples for usage of the Core Cosmology Library
Nonlinear perturbation theory extension of the Boltzmann code CLASS
Public repository of the Cosmic Linear Anisotropy Solving System (master or 2.9 branches for standard code; ExoCLASS branch for exotic energy injection; class_matter branch for FFTlog)
Score-Based Generative Modeling with Critically-Damped Langevin Diffusion
Code for Bayesian Analysis
MCMC parameter sampling code
Machine Learning - accelerated Bayesian inference
Differentiable cosmological emulators: the JAX version of cosmopower
Calculate extreme value statistics of the halo and galaxy mass distributions
numba accelerated interpolation on regular grids in 1, 2, and 3 dimensions
A Python wrapper (using f2py) for the logarithmic FFT Fortran code FFTLog by Andrew Hamilton.
Normalizing-flow enhanced sampling package for probabilistic inference in Jax
Particle Mesh simulation in TensorFlow. Folked from DifferentiableUniverseInitiative
Flowed HMC for Lattice Gauge Theory
MCMC sample analysis, kernel densities, plotting, and GUI
Library contains helper modules to pack MCMC samples output by popular sampling frameworks into a getdist-friendly format. Also supports Bayesian model comparison, A/B testing
Python package for dealing with the Halo Model
Hamiltonian Neural Networks for solving Differential Equations
Python halo mass function calculator