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Machine learning, statistics, and data mining for astronomy and astrophysics
License: BSD 2-Clause "Simplified" License
Makefile 0.07%
Python 99.93%
astroml's Introduction
General astronomy utilities
- astroplan (ApJ paper): Observation planning package for astronomers
- tynt: Light-weight astronomical color filter curves
- expecto: Retrieve PHOENIX model stellar spectra via FTP
- arcesetc (JOSS paper): Exposure time calculator for the ARC Echelle Spectrograph (ARCES) on the Apache Point Observatory 3.5 m Telescope
- aesop (JOSS paper): Echelle Spectroscopic Observation Pipeline for the ARC 3.5 m Telescope at APO
- stellarcmap: a matplotlib colormap for perceived colors from Gaia BP-RP
Stellar oscillations, granulation, and magnetic activity packages
STScI projects w/ significant contributions
- jdaviz (presentation): JWST astronomical data analysis tools in the Jupyter platform
- romancal: Python library to process science observations from the Nancy Grace Roman Space Telescope
- lcviz: Light curve visualization and analysis tool
- shampoo (presentation): Digital holographic microscopy pipeline for astrobiology and beyond
- smitty: make LaTeX tables from posterior samples
Jupyter notebook tutorials
Pedagogical Jupyter notebook tutorials with interactive features
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