jibanCat
Follow
Stars
CPU/GPU agnostic gravitational-wave population inference
Using Neural Networks to predict the output of VULCAN Chemical Kinetics code of hot Jupiter atmospheres
Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics
Fourier analysis applied to quasar spectra in order to constrain thermal history of the intergalactic medium
A collection of community-contributed QCoDeS drivers for instruments
Emulator, chains, etc. from Inference via the Lyman-a Forest
A Package for Bayesian inference of expensive likelihoods with Gaussian Processes
The state-of-the-art method for denoising 1D signals
Tools to identify, characterize, and simulate BAL QSOs
Visualization Toolkit for GADGET2 Cosmology Simulations
A companion to a lecture I gave at CCA GW group meeting showing how to analyze catalogs subject to selection effects.
An example of treating selection effects via summing over non-detections in Stan.
A webpage for the scattering transform. To calculate, you just need the folder called "scattering".
Quasar Factor Analysis – An Unsupervised and Probabilistic Quasar Continuum Prediction Algorithm with Latent Factor Analysis
Fixes macOS Preview garbled annotations
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Gravitational-wave data analysis tools in Jax
BAGLE: Bayesian Analysis of Gravitational Lensing Events
Population Synthesis for Compact-object Lensing Events
Finite Volume simulation of the Kelvin-Helmholtz Instability
Probabilistic reasoning and statistical analysis in TensorFlow
Jupyter notebooks, python codes, and data files for all original figures from "Interstellar and Intergalactic Medium" by Barbara Ryden and Richard Pogge.