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Feature/add_bias_terms_to_als #310

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wants to merge 10 commits into from
Closed

Feature/add_bias_terms_to_als #310

wants to merge 10 commits into from

Commits on Dec 19, 2019

  1. add use_bias parameter 

    default value: False
    @howtodowtle
    howtodowtle committed Dec 19, 2019
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  2. fix second-to-last element in self.user_factors to 1 

    ... so that second-to-last element in self.item_factors becomes a learned item bias term
    @howtodowtle
    howtodowtle committed Dec 19, 2019
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  3. fix last element in self.item_factors to 1 

    ... so that last element in self.user_factors becomes a learned user bias term
    @howtodowtle
    howtodowtle committed Dec 19, 2019
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  4. add logs

    @howtodowtle
    howtodowtle committed Dec 19, 2019
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  5. warn when if self.use_gpu and self.use_bias 

    Training with bias terms not implemented for GPU yet.
    @howtodowtle
    howtodowtle committed Dec 19, 2019
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  6. if self.use_gpu: set self.use_bias to False

    @howtodowtle
    howtodowtle committed Dec 19, 2019
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Commits on Dec 20, 2019

  1. change log for consistency

    Alex Dautel committed Dec 20, 2019
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Commits on Jan 16, 2020

  1. Merge branch 'master' into feature/als_add_bias

    @ita9naiwa
    ita9naiwa authored Jan 16, 2020
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  2. Fix ALS with bias update

    @ita9naiwa
    ita9naiwa authored Jan 16, 2020
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Commits on Jan 31, 2020

  1. Merge branch 'master' into feature/als_add_bias

    @ita9naiwa
    ita9naiwa authored Jan 31, 2020
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