- Read data
- created some time based features
- Deltas from last day
- Deltas from last 7 days
- Deltas from last 14 days
- rolling measures of averages
- avg s for n days, std
- median s for n days
- cumulative measures of averages
- avg s for days ran till now, std
- median s for days till now
- created the target label
- feature selection using random forest
- train lgb using random hyperparam tuning
- train on full data set
- create features for test data and predict on test set