Ming-Feng Ho's repositories
matter_multi_fidelity_emu
A multi-fidelity emulator for the matter power spectrum from MP-Gadget
gpy_dla_detection
Detecting Damped Lyman-alpha Absorbers (DLAs) with Gaussian Processes, in Python!
nargp_tensorflow
Just a notebook reproducing the Non-linear Autoregressive Gaussian Process (Perdikaris et al, 2017) using Tensorflow Probability
matter_emu_mfbox
Upscale low-fidelity power spectra to a higher particle load using N-body simulation suites from various box sizes and particle loads
blase
Hybrid data/model-driven approach to astronomical echelle spectroscopy data built on PyTorch
chippr
Cosmological Hierarchical Inference with Probabilistic Photometric Redshifts
cola_estimate
cola rough uncertainty estimate
desi_gpy_dla_detection
GP DLA finder for DESI spectra
fake_spectra
A code for generating fake spectra from a cosmological simulation
FastPMRunner
Python code for running a suite of FastPM simulations. Prepare for running FastPM simulations in Latin hypercube for training emulators.
galevo23-tutorials
Tutorials for the KITP Galevo23 program
GP_DLA_DESI
Using Gaussian Process to predict DLAs on DESI spectra
gp_dr12_trained
The trained model, catalog and the pre-computed Quasi-Monte Carlo samples used in https://arxiv.org/abs/2103.10964
gp_qso_redshift
Automated Quasar Redshift estimation using a GP
GPry
A Package for Bayesian inference of expensive likelihoods with Gaussian Processes
InferenceLyaData
Emulator, chains, etc. from Inference via the Lyman-a Forest
jibanCat.github.io
The repository for my blog (JibanCat's Blog)
mpgadget_viz_notebooks
Notebooks for simple visualizations for MP-Gadget simulations using Gaepsi2 (https://github.com/rainwoodman/gaepsi2)
multi_fidelity_subgrid_calibration
Calibrating the hydro simulations using multi-fidelity (data kept private). Currently the same code as jibancat/matter_multi_fidelity_emu
multi_fidelity_tensorflow
A collection of practice notebooks using TFP's Gaussian process
phys214_obsastro
observation techniques taught in UCR, Spring 2019. It's the repo for poor me writing some homework.
scattering_lya
(in-progress) Trying scattering transform for Lya forest
SimulationRunnerDM
DM only simulation runner
VULCAN_MRP
Using Neural Networks to predict the output of VULCAN Chemical Kinetics code of hot Jupiter atmospheres
yueying-simulation-tools
The scripts that yueying uses to analyze MP-Gadget