Data Science Bowl 3

The plan:

1. Data
2. Framework
3. ???
4. 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.