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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.

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