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Project Repository

A wealth of information and code deploying AI/ML tools exists with applications across many areas of science. Those resources are often available via open-source repositories such as GitHub and Information here supplements the other material on this site with descriptions and pointers to useful repository content. A particular focus is astrobiology-relevant projects.


Code repository for project “A robust molecular biosignature based on machine learning applied to three-dimensional pyrolysis GC-MS data” by Cleaves et al. 2023 (see also Literature Review and Deploys Random Forest technique.

DNN workflow for exoplanet atmospheric retrieval

An FDL 2018 astrobiology project to apply AI/ML techniques to atmospheric retrieval. A subset of the entire 3,000,000 synthetic Planetary Spectrum Generator spectra are provided for users to explore on their own.