Data Scientist @ the IT Innovation Centre based in the University of Southampton.
Ex astronomer, now mainly machine learning and healthcare.
Highlights
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Pinned Loading
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sdss_clustering
sdss_clustering PublicClustering of SDSS galaxy images, using transfer (CNN) learning, principal component analysis, and, feature clustering
Jupyter Notebook
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spin_bias
spin_bias PublicRegression of galaxy spin with morphology, stellar mass and (local + large-scale) environment. Random forests, and code to generate thesis plots.
Jupyter Notebook
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kin_mis_classifications
kin_mis_classifications PublicKinematic position angle estimation and classification for galaxy velocity fields. Human and machine learning classifications flags.
Python
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disperse_TNG
disperse_TNG PublicIdentification of the cosmic web in IllustrisTNG using DisPerSE.
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