Solving Spectroscopic Problems with Pythonic Workflows and Deep Learning | SciPy 2020 | Kelvin Lee

With the advent of next generation radio telescopes and laboratory instrumentation, spectral line surveys are becoming increasingly high resolution and high bandwidth resulting in extremely line-rich spectra, collected in a mere few hours. Chemists, astronomers, and spectroscopists have to analyze spectra containing hundreds of features, often with little prior knowledge about the problem. In this talk, I will discuss the development of PySpecTools, a platform for automating complex spectral analysis by imp