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Pablo Lemos's Projects

camb icon camb

Code for Anisotropies in the Microwave Background

ccl-cobaya icon ccl-cobaya

A module to that combines cobaya and CCL for parameter estimation from cross-correlations

cobaya icon cobaya

Code for Bayesian Analysis in Cosmology

covid_mcmc icon covid_mcmc

Application of Bayesian Methods to COVID-19 data

eb_gfn icon eb_gfn

Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"

esm icon esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

full_shape icon full_shape

Module to perform full shape power spectrum calculations

ggns icon ggns

Gradient Based Nested Sampling

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

hh0 icon hh0

Hierarchical Hubble Constant Inference

jaxpm icon jaxpm

JAX-powered Cosmological Particle-Mesh N-body Solver

ltu-ili icon ltu-ili

A Python framework for applying simulation-based inference to cosmological survey data.

minkfncts2d icon minkfncts2d

An implementation of the 2D Minkowski Functionals in Python 3.4/Cython.

momentnetworks icon momentnetworks

Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)

nsigma_calculator icon nsigma_calculator

Calculate PTE and number of sigma for a given point using three different methods

orbits icon orbits

This code simulates orbits of Solar System bodies under different theories of gravity

pantheon icon pantheon

This is all the code and data from the Pantheon analysis https://arxiv.org/abs/1710.00845

plot1d icon plot1d

Plotter for 1D posterior distributions from a CSV file

polychordlite icon polychordlite

Public version of PolyChord: See polychord.co.uk for PolyChordPro

pydelfi icon pydelfi

Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations

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