Releases: Revca-ANAI/ANAI
ANAI Open Source Build 7.2
Update 0.1.7.2
- Fixed Dask issue
ANAI Open Source Build 7
Update 0.1.7
- Fixed Explainer issues
- ANAI will create a Local Dask Cluster while initialization
ANAI Open Source Build 6
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ANAI Open Source Build 6
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Updated Documentation
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df_loader can now take kwargs related to pandas
it shall be given while we are creating ANAI objects in form of df_kwargs argument -
Added opion to show graphs while explaining ANAI Models
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Fit method will run Automaticaly if ANAI is ran through anai.run() if Regerssion or Classification are used separately fit shall be called
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Explain Method now returns result in for dataframe
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Removed Unnecessary Import from Predictor
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Added more error handeling
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Now Preprocessor can be called without target var
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Stats Summary will drop columns which have 100% missing values
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Added support for legacy data loading. While calling anai.load() if legacy arg is true then it will give pandas loaded dataframe instead of modin.pandas
ANAI Open Source Alpha Build 6
- Updated Documentation
- df_loader can now take kwargs related to pandas
it shall be given while we are creating ANAI objects in form of df_kwargs argument - Added opion to show graphs while explaining ANAI Models
- Fit method will run Automaticaly if ANAI is ran through anai.run() if Regerssion or Classification are used separately fit shall be called
- Explain Method now returns result in for dataframe
- Removed Unnecessary Import from Predictor
ANAI Open Source Build 5
Update 0.1.5
Added new Examples
Removed FM Regressor to fix dependency on ttfm2
ANAI Open Source Build 4
- Added 10 new classifiers and regressors
- Updated Documentation
ANAI Open Source Build 3
- Enabled Stacking Ensembler with CV
- Removed Comments
ANAI Open Source Build 2
- Fixed SHAP Explainer
- Added Bool for enabling/disabling ensemble
- Added initial 'auto' mode
- Fixed Ensemblers to use pre fitted models
- Added new ensembler -> Stacked Ensembler with CV
Update 0.1.2-alpha-5
- Fixed issues with Ensembler
- Fixed issues with SHAP
- Added Bool for enabling/disabling ensemble
Update 0.1.2-alpha-3
- FIxed issues with ensembler