v0.5.1

[angela97lin]

v0.5.1 Nov. 15, 2019

Enhancements

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

Fixes

• Removed MSLE from default additional objectives Remove MSLE from default additional objectives #203
• Fixed random_state passed in pipelines Correcting random_state passed to pipelines #204
• Fixed slow down in RFRegressor Fix RF slowdown with n_jobs=-1 #206

Changes

• Pulled information for describe_pipeline from pipeline's new describe method Improve describe_pipeline by using pipeline's new describe method #190
• Refactored pipelines Pipeline v2.0 (refactor) #108
• Removed guardrails from Auto(*) removing guardrails from Auto(*) #202, Remove guardrails docstring from Auto(*) #208

Documentation Changes

• Updated documentation to show max_time enhancements Updated documentation for string max_times #189
• Updated release instructions for RTD Add RTD instructions on release.md #193
• Added contributing instructions Added contribute to EvalML instructions #213

[codecov]

Codecov Report

Merging #216 into master will not change coverage.
The diff coverage is 100%.

@@           Coverage Diff           @@
##           master     #216   +/-   ##
=======================================
  Coverage   96.77%   96.77%           
=======================================
  Files          91       91           
  Lines        2354     2354           
=======================================
  Hits         2278     2278           
  Misses         76       76

Impacted Files	Coverage Δ
evalml/__init__.py	100% <100%> (ø)	⬆️

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[kmax12]

LGTM