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aadg3

asteroFLAG Artificial Dataset Generator v3

artificial-red-giant-power-spectra

Create artificial red giant power spectra from asteroseismic scaling relations

asteroseismic-plotting

Code used to plot asteroseismic data in various ways

barbershop

A Python package that aids the user in making dynamic cuts to data in various parameter spaces, using a simple GUI.

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

bgfits

Code for fitting background of power spectrum of asteroseismic targets (Kuszlewicz et al. in prep.)

bioinformatics-course

Scripts for bioinformatics course

bison-pca

Removing instrumental effects (drifts etc.) from single-site BiSON data using principal component analysis (PCA)

bochamm

Bayesian Optimisation for the Characterisation of Mixed Modes.

clumpiness

Predict the evolutionary state of a red giant (Hydrogen shell or core Helium burning) using time domain photometry.

course-v3

The 3rd edition of course.fast.ai

data-science-notebooks

datasciencecoursera

datasharing

The Leek group guide to data sharing

echelle

Dynamic echelle diagrams for asteroseismology

evol-classifier

Classifying evolutionary state of a star (red giants) from background parameters

flicker

HBM with flicker

forest-confidence-interval

Confidence intervals for scikit-learn forest algorithms

growing_hierarchical_som

Self-Organizing Map [https://en.wikipedia.org/wiki/Self-organizing_map] is a popular method to perform cluster analysis. SOM shows two main limitations: fixed map size constraints how the data is being mapped and hierarchical relationships are not easily recognizable. Thus Growing Hierarchical SOM has been designed to overcome this issues

hierarchicalangles

Code to infer the inclination angle of a star from asteroseismology using the Bayesian hierarchical method outlined in Kuszlewicz et al. (2019)

inclinationangles

A repository to contain material describing how to obtain inclination angles from asteroseismic mode profiles

introtopeakbagging

Can I haz peaks pls

iso-star

Are stellar inclination angles isotropically distributed? Let's use asteroseismology of red giants to find out!

jazzhands

jsk389.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

keras-tcn

Keras Temporal Convolutional Network.

lightkurve

A beautiful package for Kepler, K2, and TESS flux time series analysis in Python.

lombscargle.jl

Compute Lomb-Scargle periodogram, suitable for unevenly sampled data. It supports multi-threading

minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

proximity-xgboost

Compute proximity matrix using xgboost