kaggle-bimbo-pymc3

PyMC3 approach to the bimbo challenge.

Setup

You'll need to run the helpers.py script, to prepare the database, then copy that database to /tmp

I'm doing it this way for a couple of reasons:

So just run the thing and copy the database, and you should be good to go.

Name		Name	Last commit message	Last commit date
Latest commit History 22 Commits
data		data
features		features
mlm		mlm
.gitignore		.gitignore
Adjusted demand distribution.ipynb		Adjusted demand distribution.ipynb
Basic MLM.ipynb		Basic MLM.ipynb
Category exploration.ipynb		Category exploration.ipynb
Conway-Maxwell-Poisson distribution.ipynb		Conway-Maxwell-Poisson distribution.ipynb
Dockerfile		Dockerfile
Does the negative binomial even do?.ipynb		Does the negative binomial even do?.ipynb
GBT with mini batches.ipynb		GBT with mini batches.ipynb
LICENSE		LICENSE
Making joint judgements.ipynb		Making joint judgements.ipynb
Making jules judgements.ipynb		Making jules judgements.ipynb
Mo levels mo problems.ipynb		Mo levels mo problems.ipynb
Poisson hierarchy.ipynb		Poisson hierarchy.ipynb
Poisson model.ipynb		Poisson model.ipynb
Product exploration.ipynb		Product exploration.ipynb
README.md		README.md
Sales depo relationships.ipynb		Sales depo relationships.ipynb
Simple XTC.ipynb		Simple XTC.ipynb
Train test bias.ipynb		Train test bias.ipynb
Week exploration.ipynb		Week exploration.ipynb
helpers.py		helpers.py
test_multi.py		test_multi.py
test_sgd.py		test_sgd.py
utils.py		utils.py