Foreshadow

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Features
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- AutoIntent Resolving Dependency upgrade
The automl intent resolving model has now been retrained with pandas 0.25 and sklearn 0.22 (autointent-resolving-dependency-upgrade)
- Adding support for Text Intent and Text transformation pipeline
Foreshadow now supports Text Intent and has a pipeline processing Text using TFIDF and TruncatedSVD. (text-transformation-pipeline)

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Features
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- Dependency upgrade and related code changes
Scikit-Learn 0.19 -> 0.22.1
Pandas 0.23 -> 0.25

Removed ParallelProcessor and DynamicPipeline in favor of native ColumnTransformer. (dependency-upgrade)

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Features
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- Bug fixes and updates:
1. AutoIntent Resolving code update.
2. fixing intent override from Categorical to Numeric issue in DataExportor. (bug-fixes)

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Features
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- Bug fixes and updates:
1. Fix an issue in exported pickle file missing label encoder for target
variabes.
2. [Experimental] Allow user to supply customized cleaning functions. (bug-fixes-and-updates)

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Features
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- Bug fixes and updates:
1. Add drop functionality to the transform method in the cleaner mapper. (bug-fix-4)

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Features
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- Bug fixes and updates:
1. Abort the training process is the whole dataframe is empty due to
missing data after data cleaning step. (bug-fix-3)