Projects

Updated 10 months ago

astronet • Rank 3.7 • Science 36%

Efficient Deep Learning for Real-time Classification of Astronomical Transients and Multivariate Time-series

astroinformatics deep-compression deep-learning depthwise-separable-convolutions efficient-deep-learning real-time tflite time-series time-series-classification transformers

Updated 10 months ago

RvSpectML • Rank 5.4 • Science 28%

Better Radial velocities from Stellar Spectroscopy via Machine Learning

astroinformatics astrostatistics exoplanets radial-velocities spectra stellar-variability time-series-analysis

Updated 10 months ago

lightcurvedistanceclassification • Science 49%

This repository contains all the code (in the form of Jupyter Notebooks) to reproduce the results in our paper, "Light Curve Classification with DistClassiPy: a new distance-based classifier"

astroinformatics astronomy astrostatistics light-curves machine-learning variable-stars

ecosyste.ms

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Open Source Science

astronet • Rank 3.7 • Science 36%

RvSpectML • Rank 5.4 • Science 28%

lightcurvedistanceclassification • Science 49%