Adel's TODO
- visualise data using holoviews
- write data to either feather or parquet format (the latter doesn't preserve datetime objects)
- vectorise data manipulation using pandas
- extract state space models output coefficients from statsmodels object
- visualise source stats results using nonlinear embedding and hierachical clustering (proof of concept)
- perform fast nearest neighbour computation using nmslib
- pull source candidate (esp. pulsar) info from online database