v0.3.4

FeatureTransforms v0.3.4

Diff since v0.3.3

Closed issues:

• Check is_transformable via duck typing (#74)

Merged pull requests:

• Use methodswith to determine is_transformable (#83) (@glennmoy)

v0.3.3

FeatureTransforms v0.3.3

Diff since v0.3.2

Merged pull requests:

• Define cardinality traits (#79) (@glennmoy)
• Refactor apply methods to use Traits (#80) (@glennmoy)
• Add test fakes and test utils (#81) (@glennmoy)

v0.3.2

FeatureTransforms v0.3.2

Diff since v0.3.1

Merged pull requests:

• Add method for IdentityScaling (#78) (@glennmoy)

v0.3.1

FeatureTransforms v0.3.1

Diff since v0.3.0

Closed issues:

• Make LinearCombination support specifying axis key as the dims? (#13)
• Implement apply method that appends result to data and / or forces promotion (#38)
• Docs improvements (#54)

Merged pull requests:

• Define apply_append method (#69) (@glennmoy)
• Update docs (#71) (@glennmoy)
• fix references in docs (#72) (@mzgubic)

v0.3.0

FeatureTransforms v0.3.0

Diff since v0.2.3

Closed issues:

• Support named dims for dims keyword argument (#20)
• Support slices over multiple dims (#21)
• Non mutating apply should return a DataFrame if using [[:x]] (#55)

Merged pull requests:

• Return consistent table type (#61) (@glennmoy)
• Test on dimnames for KeyedArrays (#62) (@glennmoy)
• Clean up tables code (#65) (@glennmoy)
• Fix missing _to_mat function (#66) (@glennmoy)
• Update doctests for Julia 1.6 (#67) (@glennmoy)

v0.2.3

FeatureTransforms v0.2.3

Diff since v0.2.2

Closed issues:

• Define the transform interface (#49)
• Build badge points to travis (#52)

Merged pull requests:

• Remove _try_copy (#48) (@bencottier)
• Add is_transformable (#50) (@nicoleepp)
• Remove @views from OHE (#51) (@glennmoy)
• Update badge links (#53) (@nicoleepp)

v0.2.2

FeatureTransforms v0.2.2

Diff since v0.2.1

Merged pull requests:

• Refactor OHE tests (#46) (@glennmoy)
• Refactor LinearCombination (#47) (@glennmoy)

v0.2.1

FeatureTransforms v0.2.1

Diff since v0.2.0

Merged pull requests:

• Replace mapslices with selectdim (#45) (@glennmoy)

v0.2.0

FeatureTransforms v0.2.0

Diff since v0.1.0

Closed issues:

• Add initial docs (#36)
• Apply scaling to certain slices of an array (#39)

Merged pull requests:

• Add initial docs (#37) (@bencottier)
• Simple refactor (#41) (@glennmoy)
• Refactor scaling to only compute one mean and std (#42) (@glennmoy)
• Change remaining references from master -> main (#44) (@glennmoy)

v0.1.0

FeatureTransforms v0.1.0

Closed issues:

• Periodic transform (#2)
• Normalisation / Scaling transform (#3)
• Linear Combination transform (#5)
• Temporal transformation (#6)
• One hot encoding transform (#7)
• Use a consistent convention for dims (#18)
• Docs are not building. (#22)
• Have apply return single column array when cols is a single column name (#26)
• Do not restrict period and phase_shift to the same concrete type (#29)

Merged pull requests:

• Transform interface and example Power transformation (#1) (@glennmoy)
• Add LinearCombination transform (#8) (@nicoleepp)
• Add Periodic transform (#10) (@bencottier)
• Implement general case non-mutating apply (#15) (@nicoleepp)
• Add HoD transform (#16) (@nicoleepp)
• Add MeanStdScaling transform (#17) (@bencottier)
• Add OneHotEncoding Transform (#19) (@nicoleepp)
• Set main as devbranch so docs should build (#23) (@oxinabox)
• Add IdentityScaling (#24) (@nicoleepp)
• Clean up apply! code (#25) (@glennmoy)
• Allow single column name for cols (#28) (@bencottier)
• Add README (#30) (@glennmoy)
• Use Bool by default for OneHotEncoding Transform (#31) (@nicoleepp)
• Relax period and phase_shift type restrictions (#32) (@bencottier)
• Rename package to FeatureTransforms (#33) (@glennmoy)