v0.5.1 - 2021-08-11

0.5.1 - 2021-08-11

This release improves the overall performance of the library, both in terms of memory and time consumption.
More specifically, it makes the following modules more efficient: NullTransformer, DatetimeTransformer,
LabelEncodingTransformer, NumericalTransformer, CategoricalTransformer, BooleanTransformer and OneHotEncodingTransformer.

It also adds performance-based testing and a script for profiling the performance.

Issues closed

• Add performance-based testing - Issue #194 by @amontanez24
• Audit the NullTransformer - Issue #192 by @amontanez24
• Audit DatetimeTransformer - Issue #189 by @sarahmish
• Audit the LabelEncodingTransformer - Issue #184 by @amontanez24
• Audit the NumericalTransformer - Issue #181 by @fealho
• Audit CategoricalTransformer - Issue #180 by @katxiao
• Audit BooleanTransformer - Issue #179 by @katxiao
• Auditing OneHotEncodingTransformer - Issue #178 by @sarahmish
• Create script for profiling - Issue #176 by @amontanez24
• Create folder structure for performance testing - Issue #174 by @amontanez24