Data Science Bowl 3
The plan:
- Data
- Framework
- ???
- Profit
The Data
Downloaded. Awaiting deployment to machines and preparation. Did not unzip correctly the first time.
The Framework
- application/: In the folder application goes the stuff which is specific for this competition, stuff which cannot ever be used for other competitions.
- configurations/: In the folder configuration go the configuration files of your models
- deep_learning/: In the folder deep_learning go special and new deep learning layers
- interfaces/: In this folders are the interfaces which need to be maintained by the other application specific things, to keep working with the framework. (Mostly abstract classes)
- scripts/: Dump your random scripts here (e.g. to generate a pickle file which you will store, or to make plots, or stuff)
- theano_utils/: Dump your theano util functions here. Only the ones which need to import Theano!
- utils/: Dump your theano util functions here. Only the ones which DO NOT need to import Theano!
In the main folder only go a couple of basic scripts! Scripts which are needed to interact with in order to regenerate our results, go here. NOTHING ELSE.
?
TODOS
- look at the data
- write more config files
- ensemble
- create submissions
- load the data as fast as possible
- Cache?
TO BE CONTINUED
Profit
Everyone has a share + 1 extra share for the lab. We will need to sit down on a system to split the profits afterwards.