Jupyter notebooks, python codes, and data files for all original figures from "Interstellar and Intergalactic Medium" by Barbara Ryden and Richard Pogge.
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Updated
Mar 21, 2024 - Jupyter Notebook
Jupyter notebooks, python codes, and data files for all original figures from "Interstellar and Intergalactic Medium" by Barbara Ryden and Richard Pogge.
This code finds an optimal architecture, search for hyperparameters (using OPTUNA code), trains and make predictions using LYMAN alpha part of simulated 1D super massive black hole spectra and converts it to intergalactic medium gas conditions along the line of sight. However, this code easily be utilized for ANY 1D signals using supervised ML.
Detecting Damped Lyman-alpha Absorbers (DLAs) with Gaussian Processes, in Python!
Evolutionary spectrum inversion and analysis
Repository for ASP Undergraduate Thesis
Estimate the Galactic halo contribution of dispersion measure to extragalactic FRBs
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