User Guide
==========


A comprehensive guide
---------------------
This guide explains how to get a functionnal neural network, from data opening to analyzing results.

.. toctree::
	:maxdepth: 1
	
	tutorials/reading_data
	tutorials/initializing_hibou
	tutorials/filter_sync_data
	tutorials/split_train_ann
	tutorials/analyze_output

Working with gradient boosted trees
-----------------------------------
``HIBOU`` also provides a gradient boosted trees (GBT) model, the manipulations are very similar, but some differences are important. Please note that the GBT can only estimate one flux at a time, so you'll need two simulations to estimate H and LE.

.. toctree::
	:maxdepth: 1
	
	tutorials/train_gbt