Code

Create Encoding step#4

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diegomarvid merged 25 commits intomaintryolabs/ml-garden:mainfrom encodingtryolabs/ml-garden:encodingCopy head branch name to clipboardApr 12, 2024

+489-92

Commits

Commits on Apr 6, 2024

• first encoding solution

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  fb35cc9

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• handle high cardinality with ordinal encoder

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  5d34015

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• improve logging

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• swap ordinal encoding and target encoding, ensure output is in order

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• correctly handle dtypes and refactor class

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  9f9b353

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• convert ordinal int to smallest possible int

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  42d8246

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• fix dtype perservation

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• remove unnecessary print from Generate Step

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• personalize encoders in json

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• minor change

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• check supported encoders in __init__ instead of exectue

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• change saving method to save fitted encoders

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• remove unneccesary print

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• fix fit encoders for predicting

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• fix predict without target

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• improve error message in explainer

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  69e5d4d

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• fix drop columns modification

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• add feature map in json for configuration

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• update default cardinality threshold

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• improve error handling in data container for explainer at training

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Commits on Apr 10, 2024

• update poetry

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Commits on Apr 11, 2024

• fix encode index issue

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Commits on Apr 12, 2024

• change downcast to palf function

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  d0d1f43

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• improve docstring in column transformer function

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  611e68e

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• change target param to Generate Step

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