MinhMPA

academic-cv

My Academic CV in a readable markdown file, published in HTML by Github Pages

Beyond2ptMock

Beyond-2pt blind data challenge

CCL

DESC Core Cosmology Library: cosmology routines with validated numerical accuracy

CCLX

Examples for usage of the Core Cosmology Library

class_public

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)

CLD-SGM

Score-Based Generative Modeling with Critically-Damped Langevin Diffusion

ICdiffusion

Posterior sampling of initial conditions using score-based generative models

jax_cosmo

A differentiable cosmology library in JAX

minhmpa.github.io

Personal homepage

pmwd

Differentiable Cosmological Forward Model

cosmopower

Machine Learning - accelerated Bayesian inference

cosmopower-jax

Differentiable cosmological emulators: the JAX version of cosmopower

cosmosis

evstats

Calculate extreme value statistics of the halo and galaxy mass distributions

flowMC

Normalizing-flow enhanced sampling package for probabilistic inference in Jax

forecasting

Forecasting cosmological parameter constraints for multiple probes using DESC tools

halomod

Python package for dealing with the Halo Model

hmf

Python halo mass function calculator

huntfordm

llama

Inference code for LLaMA models

LSSTC-DSFP-Sessions

Lecture slides, Jupyter notebooks, and other material from the LSSTC Data Science Fellowship Program

MicroCanonicalHMC

MCHMC: sampler from an arbitrary differentiable distribution

mockfactory

nautilus

Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics

pfgmpp

Code for ICML 2023 paper, "PFGM++: Unlocking the Potential of Physics-Inspired Generative Models"

point-cloud-galaxy-diffusion

Dffusion modeling for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141

Poisson_flow

Code for NeurIPS 2022 Paper, "Poisson Flow Generative Models" (PFGM)

pyhalomodel

A pure Python halo model implementation for power spectra of any large-scale structure tracer combination.

vdm4cdm

Variational Diffusion Model for Dark Matter Density reconstruction

wavelet_layers

Implementation of normalizing flow layers based on wavelets.