DataScienceProjects

A personal repository of data science related projects

Project 1: ClassifyExoPlanet

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:

1. CNN Available examples of Exoplanet data is very scarce in the training set so some data augmentation is applied.

Choice of augmentation schemes:

1. flip time series data on randomly selected batch generated data.
2. add Gaussian noise on randomly selected batch generated data.