v0.5.2

v0.5.2 Nov. 18, 2019

Enhancements

• Adding basic pipeline structure visualization #211

Documentation Changes

• Added notebooks to build process #212

v0.5.1

v0.5.1 Nov. 15, 2019

Enhancements

• Added basic outlier detection guardrail #151
• Added basic ID column guardrail #135
• Added support for unlimited pipelines with a max_time limit #70
• Updated .readthedocs.yaml to successfully build #188

Fixes

• Removed MSLE from default additional objectives #203
• Fixed random_state passed in pipelines #204
• Fixed slow down in RFRegressor #206

Changes

• Pulled information for describe_pipeline from pipeline's new describe method #190
• Refactored pipelines #108
• Removed guardrails from Auto(*) #202, #208

Documentation Changes

• Updated documentation to show max_time enhancements #189
• Updated release instructions for RTD #193
• Added contributing instructions #213

v0.5.0

v0.5.0 Oct. 29, 2019

Enhancements

• Added basic one hot encoding #73
• Use enums for model_type #110
• Support for splitting regression datasets #112
• Auto-infer multiclass classification #99
• Added support for other units in max_time #125
• Detect highly null columns guardrail #121
• Added additional regression objectives #100

Fixes

• Reordered describe_pipeline to make main objective first column #94
• Added type check for model_type #109
• Fixed s units when setting string max_time #132
• Fix objectives not appearing in API documentation #150

Changes

• Reorganized tests #93
• Moved logging to its own module #119
• Show progress bar history #111
• Using cloudpickle instead of pickle to allow unloading of custom objectives #113
• Removed render.py #154

Documentation Changes

• Update release instructions #140
• Include additional_objectives parameter #124
• Added Changelog #136

Testing Changes

• Code coverage #90
• Added CircleCI tests for other Python versions #104
• Added doc notebooks as tests #139
• Test metadata for CircleCI and 2 core parallelism #137