mozsci

A grab bag of assorted Data science tools from Moz.

Currently includes:

• Utilities for training/evaluating machine learning models:
  • Cross validation
  • Evaluation metrics (AUC, F1, etc)
  • Training models in parallel
• Ensemble model selection
• PCA
• A generic way to specify model inputs
• Some linear models:
  • Linear Regression
  • Logistic Regression
  • GLM

Installing

pip install mozsci