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devYonz / epsilon

Stanford ML Project CS229'18
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Port to cloud, add automation hooks to queue up a list of experiments #7

Open gksb88 opened 5 years ago

gksb88 commented 5 years ago

Port code and make sure it runs on a GCP/Azure/AWS instance.

Once done, take an input json of experiment configs and execute them. We will have to arrive on an experiment config to use. Off the top of my head it should have:

  1. Feature Engineering Flags. Example: StopWords: On/Off Stem: On/Off n-grams: 4 (This will be a continuous value)
  2. Model Type (Bayes, NN, SVM. We can assume that the hyperparameters get played with internally)

This coupled with model saving / serialization. Should hold us in good stead - come December.