Astronomical Data Mining Competition

• Code for Astronomical Data Mining Competition 2018 Tianchi
• Score of this code : 66.9%
• Team rank 35/843 at 1st round competition and 19/843 at 2nd round competition

Folder Structure

• src: store the source code.
  src/3classfier.py: model definition and training for a 3-classfier to classify star, galaxy and qso.
  src/unnkow_classfier.py: model definition and training for a 2-classfier to classify an unknown or known.
  src/predict.py: predict class for input spectrum.

Requirements

• python (3.5.2)
• keras (2.1.5)
• numpy (1.14.2)
• opencv-python (3.4.0.12)
• pandas (0.22.0)
• scipy (1.0.1)
• tensorflow-gpu (1.2.0)