Preemptable instances are cheaper than normal ones but can automatically disappear. To deal with it, you not only need to make sure your data pipeline saves your progress at regular checkpoints but also to get notified when this unfortunate event happens.
Step-by-step instruction on how to create an instance, install the right tools easily and start using Hypergol.
How to get your usual environment on a new VM in no time at all? Including scripts to start Jupyter notebook server, create virtual environments and git autocomplete in command line.
Hypergol was created from our experience in creating industrial strength machine learning products at a London startup.