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odysszis / AML

Repository for kaggle projects for the module Applied Machine Learning
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Gather relevant research documentation and complete model idea generation for Data Super Bowl #3

Open PeadarOhAodha opened 8 years ago

PeadarOhAodha commented 8 years ago

Investigate modern research papers in this area.

Document for the group ideas for modelling techniques.

Start with 'Minimal viable model type' (that we can get started on asap), then move to more sophisticated techniques.

This will be a running task throughout the implementation.

MaxHoefl commented 8 years ago

modeloutline.pdf (3-Feb-2016)

Here is a preliminary model outline (not finished yet but enough to really get started) What I will do now, is try to implement an autoencoder with one hidden layer in theano

Note the tutorial on autoencoders and stacked autoencoders on http://deeplearning.net/tutorial/dA.html#da