https://github.com/amberlee2427/eta-earth

https://github.com/amberlee2427/eta-earth

Science Score: 26.0%

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Repository

Basic Info
  • Host: GitHub
  • Owner: AmberLee2427
  • Language: Jupyter Notebook
  • Default Branch: main
  • Size: 3.98 MB
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Created about 1 year ago · Last pushed about 1 year ago
Metadata Files
Readme

README.md

EtaEarth

Eta Earth stuff from Samson but explained as best as I can manage.

Installation

This notebook requires several Python packages that can be installed using conda or pip.

Using conda (recommended): bash conda env create -f env.yml conda activate eta-earth-analysis

Using pip: bash pip install -r requiremenets.txt

The required packages are: - pandas: For data manipulation and analysis - numpy: For numerical computing - matplotlib: For plotting - scipy: For scientific computing - lmfit: For curve fitting and parameter estimation - emcee: For MCMC sampling - corner: For visualization of MCMC results - jupyterlab: For running this notebook - ipykernel: For Jupyter notebook support - h5py: For HDF5 file support

# Usage

Use this notebook to validate simulations, verify demographic modelling uncertainties, or fit real demographic models to full season/project microlensing data.

# Authors

Primary Author: Samson Johnson

Secondary Authors: Amber Malaps & Alison Crisp

Corresponding Author: Amber Malpas (malpas.1@osu.edu)

Owner

  • Name: Amber
  • Login: AmberLee2427
  • Kind: user
  • Location: New Zealand

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Dependencies

requirements.txt pypi
  • corner *
  • emcee *
  • h5py *
  • ipykernel *
  • jupyterlab *
  • lmfit *
  • matplotlib *
  • numpy *
  • pandas *
  • scipy *