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make pytorch Embedding layer for time series forecasting architectures #474

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make pytorch Embedding layer for time series forecasting architectures #474

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Commits on Aug 4, 2022

  1. update eta for experiments

    @ravinkohli
    ravinkohli committed Aug 4, 2022
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  2. add check if True is in value range

    @ravinkohli
    ravinkohli committed Aug 4, 2022
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  3. Reg cocktails common paper modifications 2 (automl#417) 

    * remove remaining differences

* Reg cocktails common paper modifications 5 (automl#418)

* add hasttr

* fix run summary
    @ravinkohli
    ravinkohli committed Aug 4, 2022
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  4. have working embedding from pytroch

    @ravinkohli
    ravinkohli committed Aug 4, 2022
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  5. divide columns to encode and embed based on threshold

    @ravinkohli
    ravinkohli committed Aug 4, 2022
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  6. cleanup unwanted changes

    @ravinkohli
    ravinkohli committed Aug 4, 2022
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  7. use shape after preprocessing in base network backbone

    @ravinkohli
    ravinkohli committed Aug 4, 2022
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  8. remove redundant call to load datamanager

    @ravinkohli
    ravinkohli committed Aug 4, 2022
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  9. add init file for column splitting

    @ravinkohli
    ravinkohli committed Aug 4, 2022
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  10. fix tests

    @ravinkohli
    ravinkohli committed Aug 4, 2022
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  11. fix precommit and add test changes

    @ravinkohli
    ravinkohli committed Aug 4, 2022
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  12. [ADD] Calculate memory of dataset after one hot encoding (pytorch emb… 

    …edding) (automl#437)

* add updates for apt1.0+reg_cocktails

* debug loggers for checking data and network memory usage

* add support for pandas, test for data passing, remove debug loggers

* remove unwanted changes

* :

* Adjust formula to account for embedding columns

* Apply suggestions from code review

Co-authored-by: nabenabe0928 <47781922+nabenabe0928@users.noreply.github.com>

* remove unwanted additions

* Update autoPyTorch/pipeline/components/preprocessing/tabular_preprocessing/TabularColumnTransformer.py

Co-authored-by: nabenabe0928 <47781922+nabenabe0928@users.noreply.github.com>
    @ravinkohli @nabenabe0928
    ravinkohli and nabenabe0928 committed Aug 4, 2022
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  13. suggestions from review

    @ravinkohli
    ravinkohli committed Aug 4, 2022
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Commits on Aug 9, 2022

  1. add preprocessed_dtype to determine double or float

    @ravinkohli
    ravinkohli committed Aug 9, 2022
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Commits on Aug 16, 2022

  1. test fix in progress

    @ravinkohli
    ravinkohli committed Aug 16, 2022
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Commits on Aug 17, 2022

  1. TODO: fix errors after rebase

    @ravinkohli
    ravinkohli committed Aug 17, 2022
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  2. Reg cocktails apt1.0+reg cocktails pytorch embedding reduced (automl… 

    …#454)

* reduce number of hyperparameters for pytorch embedding

* remove todos for the preprocessing PR, and apply suggestion from code review

* remove unwanted exclude in test
    @ravinkohli
    ravinkohli committed Aug 17, 2022
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  3. fix embeddings after rebase

    @ravinkohli
    ravinkohli committed Aug 17, 2022
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Commits on Aug 18, 2022

  1. fix error with pytorch embeddings

    @ravinkohli
    ravinkohli committed Aug 18, 2022
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  2. fix redundant code

    @ravinkohli
    ravinkohli committed Aug 18, 2022
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  3. change userdefined to False

    @ravinkohli
    ravinkohli committed Aug 18, 2022
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Commits on Aug 19, 2022

  1. remove using categorical columns

    @ravinkohli
    ravinkohli committed Aug 19, 2022
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  2. learned embeddings for multi-dimensional tensors

    @dengdifan
    dengdifan committed Aug 19, 2022
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  3. adapt new pipline for time-series tasks

    @dengdifan
    dengdifan committed Aug 19, 2022
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  4. adapt time series to new pipelines

    @dengdifan
    dengdifan committed Aug 19, 2022
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  5. embedding compatible for time series tasks

    @dengdifan
    dengdifan committed Aug 19, 2022
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  6. maint

    @dengdifan
    dengdifan committed Aug 19, 2022
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Commits on Aug 22, 2022

  1. adapt embedding for forecasting tasks

    @dengdifan
    dengdifan committed Aug 22, 2022
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  2. remove unused codes

    @dengdifan
    dengdifan committed Aug 22, 2022
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  3. remove unused codes

    @dengdifan
    dengdifan committed Aug 22, 2022
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