COIN-Fink: YSO-Serious, a broker module for identifying YSO dippers

This is a Fink module, developed during the COIN-Focus #4, and aims to identify YSO-dippers within the Fink alert database.

yso_serious/utils.py: functions related to process the alerts taken from the stream as well as from parquet files.
yso_serious/scripts/train_iso_forest.py:
Train an isolation forest model and save results and model to file.
LICENSE: MIT License

Installation

Create a virtual environment following these instructions. Source it and install the other dependencies using pip:

python3 -m pip install -r requirements.txt

Then you can install the functionalities of this package.

python setup.py install