Collaborative Filtering Pipelines

• Add LightFM primitive for collaborative filtering

Image Pipelines Improved

• Allow passing init_params on MLPipeline creation.
• Fix bug with MLHyperparam types and Keras.
• Rename produce_params as predict_params.
• Add SingleCNN Classifier and Regressor primitives.
• Simplify and improve Trivial Predictor

Multi Table Pipelines improved

• Improve RandomForest primitive ranges
• Improve DFS primitive
• Add Tree Based Feature Selection primitives
• Fix bugs in TrivialPredictor
• Improved documentation

Bugfix release

• Fix bug in TrivialMedianPredictor
• Fix bug in OneHotLabelEncoder

Default and Single Table pipelines

• New project structure
• New Trivial Primitives.
• Default pipelines and Single table pipelines fully working.

First PyPi release

• First release on PyPI.