An open source python library for automated feature engineering
Changes
Testing Changes
make_ecommerce_entityset
to work without Dask (#2677)Thanks to the following people for contributing to this release: @tamargrey, @thehomebrewnerd
This release of Featuretools will not support Python 3.8
2674
)holidays
(#2636)release.yaml
to use trusted publisher for PyPI releases (#2646, #2653, #2654)Thanks to the following people for contributing to this release: @gsheni, @thehomebrewnerd, @tamargrey, @LakshmanKishore
v1.28.0 Oct 26, 2023
PercentTrue
primitive (#2627)featuretools/tests/primitive_tests/utils.py
to leverage list comprehensions for improved Pythonic quality (#2607)can_stack_primitive_on_inputs
(#2522)<2.1.0
and pyarrow to <13.0.0
(#2609)2.1.0
and remove pandas upper version restriction (#2616)Thanks to the following people for contributing to this release: @gsheni, @petejanuszewski1, @thehomebrewnerd, @tosemml
v1.27.0 Jul 24, 2023
pandas
v2.0 (#2585)Thanks to the following people for contributing to this release: @gsheni, @petejanuszewski1, @sbadithe, @thehomebrewnerd
DaysInMonth
(#2547)Thanks to the following people for contributing to this release: @dvreed77, @gsheni, @thehomebrewnerd
Enhancements
MaxCount
, MedianCount
, MaxMinDelta
, NUniqueDays
, NMostCommonFrequency
,
NUniqueDaysOfCalendarYear
, NUniqueDaysOfMonth
, NUniqueMonths
,
NUniqueWeeks
, IsFirstWeekOfMonth
(#2533)HasNoDuplicates
, NthWeekOfMonth
, IsMonotonicallyDecreasing
, IsMonotonicallyIncreasing
,
IsUnique
(#2537)Changes
Correlation
and AutoCorrelation
primitive as these could lead to data leakage (#2537)Kurtosis
primitive (#2537)Thanks to the following people for contributing to this release: @gsheni
AverageCountPerUnique
, CountryCodeToContinent
, FileExtension
, FirstLastTimeDelta
, SavgolFilter
, CumulativeTimeSinceLastFalse
, CumulativeTimeSinceLastTrue
, PercentChange
, PercentUnique
(#2485)FullNameToFirstName
, FullNameToLastName
, FullNameToTitle
, AutoCorrelation
, Correlation
, DateFirstEvent
(#2526)Kurtosis
, MinCount
, NumFalseSinceLastTrue
, NumPeaks
, NumTrueSinceLastFalse
, NumZeroCrossings
(#2514)SubtractNumeric
Primitive with commutative class property (#2527)Thanks to the following people for contributing to this release: @dvreed77, @gsheni, @ozzieD
TotalWordLength
and UpperCaseWordCount
to return IntegerNullable
(#2474)Thanks to the following people for contributing to this release: @dvreed77, @gsheni, @sbadithe
Enhancements
AbsoluteDiff
, SameAsPrevious
, Variance
, Season
, UpperCaseWordCount
transform primitives (#2460)Fixes
NumWords
(#2459)holidays
v0.19.0 (#2471)Changes
NumCharacters
returns null given null input (#2463)Documentation Changes
release.md
with instructions for launching Looking Glass performance test runs (#2461)jupyter-client==7.4.9
to fix broken documentation build (#2463)Testing Changes
NumWords
and NumCharacters
primitives (#2459, #2463)Thanks to the following people for contributing to this release: @gsheni, @rwedge, @sbadithe, @thehomebrewnerd
Jan 18, 2023
get_recommended_primitives
function to featuretools (#2398)Thanks to the following people for contributing to this release: @gsheni, @ozzieD, @rwedge, @sbadithe, @thehomebrewnerd