Ming-Feng Ho (jibanCat)

jibanCat

Geek Repo

Company:University of Michigan

Location:Ann Arbor, MI

Home Page:https://jibancat.github.io/

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Ming-Feng Ho's repositories

matter_multi_fidelity_emu

A multi-fidelity emulator for the matter power spectrum from MP-Gadget

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gpy_dla_detection

Detecting Damped Lyman-alpha Absorbers (DLAs) with Gaussian Processes, in Python!

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MFBoxData

Simulation data from MF-Box paper (in prep)

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nargp_tensorflow

Just a notebook reproducing the Non-linear Autoregressive Gaussian Process (Perdikaris et al, 2017) using Tensorflow Probability

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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

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blase

Hybrid data/model-driven approach to astronomical echelle spectroscopy data built on PyTorch

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chippr

Cosmological Hierarchical Inference with Probabilistic Photometric Redshifts

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cola_estimate

cola rough uncertainty estimate

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desi_gpy_dla_detection

GP DLA finder for DESI spectra

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fake_spectra

A code for generating fake spectra from a cosmological simulation

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FastPMRunner

Python code for running a suite of FastPM simulations. Prepare for running FastPM simulations in Latin hypercube for training emulators.

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galevo23-tutorials

Tutorials for the KITP Galevo23 program

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GP_DLA_DESI

Using Gaussian Process to predict DLAs on DESI spectra

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gp_dr12_trained

The trained model, catalog and the pre-computed Quasi-Monte Carlo samples used in https://arxiv.org/abs/2103.10964

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gp_qso_redshift

Automated Quasar Redshift estimation using a GP

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GPry

A Package for Bayesian inference of expensive likelihoods with Gaussian Processes

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InferenceLyaData

Emulator, chains, etc. from Inference via the Lyman-a Forest

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jibanCat

JibanCat Readme profile

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jibanCat.github.io

The repository for my blog (JibanCat's Blog)

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MP-Gadget

massively-parallel cosmology simulator

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mpgadget_viz_notebooks

Notebooks for simple visualizations for MP-Gadget simulations using Gaepsi2 (https://github.com/rainwoodman/gaepsi2)

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multi_fidelity_subgrid_calibration

Calibrating the hydro simulations using multi-fidelity (data kept private). Currently the same code as jibancat/matter_multi_fidelity_emu

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multi_fidelity_tensorflow

A collection of practice notebooks using TFP's Gaussian process

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phys214_obsastro

observation techniques taught in UCR, Spring 2019. It's the repo for poor me writing some homework.

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scattering_lya

(in-progress) Trying scattering transform for Lya forest

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SimulationRunnerDM

DM only simulation runner

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VULCAN_MRP

Using Neural Networks to predict the output of VULCAN Chemical Kinetics code of hot Jupiter atmospheres

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yueying-simulation-tools

The scripts that yueying uses to analyze MP-Gadget

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