A personal repository of data science related projects
A Kaggle competition inspired project titled "Exoplanet Hunting in Deep Space" using Kepler labelled time series data. See link https://www.kaggle.com/keplersmachines/kepler-labelled-time-series-data/home for details.
Choice of ML model:
- CNN Available examples of Exoplanet data is very scarce in the training set so some data augmentation is applied.
Choice of augmentation schemes:
- flip time series data on randomly selected batch generated data.
- add Gaussian noise on randomly selected batch generated data.