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This project is modeled off of the work done by Shallue, et al. in "Identifying Exoplanets with Deep Learning: A Five-planet Resonant Chain around Kepler-80 and an Eighth Planet around Kepler-90" [1]. All original work is located in the FinalProject directory, including a written report of my findings.

  1. Shallue, C. J., & Vanderburg, A. (2018). Identifying Exoplanets with Deep Learning: A Five-planet Resonant Chain around Kepler-80 and an Eighth Planet around Kepler-90. The Astronomical Journal, 155(2), 94. Full text available at The Astronomical Journal.

Required Packages

  • TensorFlow (instructions)
  • Pandas (instructions)
  • NumPy (instructions)
  • SciPy (instructions)
  • AstroPy (instructions)
  • PyDl (instructions)
  • Bazel (instructions)
  • Abseil Python Common Libraries (instructions)

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