v2.5.0

TSML v2.5.0

Diff since v2.4.9

Closed issues:

• Implement cross-validation performance evaluation for classification (#81)
• add cross-validation pipeline (#96)
• v2.4.7 - tagbot support and bump deps versions (#133)
• 2.4.8 - Pipeline macro and symbolic expression (#135)
• v0.4.9 - Improved documentation (#137)

Merged pull requests:

• remove redundant modules based on automlpipeline (#138) (@ppalmes)

v2.4.9

TSML v2.4.9

Diff since v2.4.8

Merged pull requests:

• Add new pipelines (linear, concat) (#134) (@ppalmes)

v2.4.8

TSML v2.4.8

Diff since v2.4.7

Merged pull requests:

• Add new pipelines (linear, concat) (#134) (@ppalmes)

v2.4.7

tagbot support and bump deps versions

v2.4.6

v2.4.6 (2020-01-29)

Diff since v2.4.5

v2.4.5

v2.4.5 (2020-01-27)

Diff since v2.4.4

Closed issues:

• Use DataFrames as input to all transform instead of using Union{DataFrames,Matrix,Vector} (#119)
• create cross-validator (#118)

v2.4.4

v2.4.4 (2020-01-06)

Diff since v2.4.3

Merged pull requests:

• Refactor exported variables (#120) (ppalmes)

v2.4.3

v2.4.3 (2019-12-12)

Diff since v2.4.2

Merged pull requests:

• CompatHelper: bump compat for "DecisionTree" to "0.10" (#116) (github-actions[bot])

v2.4.2

v2.4.2 (2019-12-01)

Diff since v2.4.1

Closed issues:

• create a schema-based data processing pipeline similar to JuliaDB (#107)
• create a tree map of the ensemble and pipeline (#106)
• add ml data utils pipeline for pre-processing (#105)
• v2.4.1 Multi-column imputation (#102)
• add preprocessing normalization, scaling, range, pca, ica (#101)
• Disable plotter trigger of plot window during testing (#79)
• Create a docker with options using ArgParse (#56)
• Refactor TSML for simplified operations and leaner modules (#44)
• REST API support (#31)
• Dockerization and Deployment of TSML (#17)

Merged pull requests:

• print structure of model or pipeline (#113) (ppalmes)
• Juliadb Schema processing integration (#111) (ppalmes)
• scaler and normalizer for continuous features (#108) (ppalmes)
• CompatHelper: add new compat entry for "Tables" at version "0.2" (#104) (github-actions[bot])
• CompatHelper: bump compat for "Plots" to "0.28" (#103) (github-actions[bot])

v2.4.1

v2.4.1 (2019-11-27)

Diff since v2.4.0

Closed issues:

• Support for Multi-column imputation (#99)
• [REVIEW] JuliaCon Paper (#91)
• remove redundant modules with the help of Reexport.jl (#78)
• Streamline and Refactor external libs (#60)
• Make all filter return the data during transform (#53)
• Integrate TSML with KITT using Job Queue (#18)
• Implement Meta-ensembles (#12)

Merged pull requests:

• Fix imputer and fix compat versions (#100) (ppalmes)