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latent_factor_models.rst

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Latent Factor Models

.. py:module:: elliot.recommender.latent_factor_models

Summary

.. autosummary::

    BPRMF.BPRMF.BPRMF
    BPRMF_batch.BPRMF_batch.BPRMF_batch
    BPRSlim.bprslim.BPRSlim
    CML.CML.CML
    FFM.field_aware_factorization_machine.FFM
    FISM.FISM.FISM
    FM.factorization_machine.FM
    FunkSVD.funk_svd.FunkSVD
    LogisticMF.logistic_matrix_factorization.LogisticMatrixFactorization
    MF.matrix_factorization.MF
    NonNegMF.non_negative_matrix_factorization.NonNegMF
    PMF.probabilistic_matrix_factorization.PMF
    PureSVD.pure_svd.PureSVD
    Slim.slim.Slim
    SVDpp.svdpp.SVDpp
    WRMF.wrmf.WRMF

BPRMF

.. module:: elliot.recommender.latent_factor_models.BPRMF.BPRMF

.. autoclass:: BPRMF
    :show-inheritance:

BPRMF_batch

.. module:: elliot.recommender.latent_factor_models.BPRMF_batch.BPRMF_batch

.. autoclass:: BPRMF_batch
    :show-inheritance:

BPRSlim

.. module:: elliot.recommender.latent_factor_models.BPRSlim.bprslim

.. autoclass:: BPRSlim
    :show-inheritance:

CML

.. module:: elliot.recommender.latent_factor_models.CML.CML

.. autoclass:: CML
    :show-inheritance:

FFM

.. module:: elliot.recommender.latent_factor_models.FFM.field_aware_factorization_machine

.. autoclass:: FFM
    :show-inheritance:

FISM

.. module:: elliot.recommender.latent_factor_models.FISM.FISM

.. autoclass:: FISM
    :show-inheritance:

FM

.. module:: elliot.recommender.latent_factor_models.FM.factorization_machine

.. autoclass:: FM
    :show-inheritance:

FunkSVD

.. module:: elliot.recommender.latent_factor_models.FunkSVD.funk_svd

.. autoclass:: FunkSVD
    :show-inheritance:

LogisticMatrixFactorization

.. module:: elliot.recommender.latent_factor_models.LogisticMF.logistic_matrix_factorization

.. autoclass:: LogisticMatrixFactorization
    :show-inheritance:

NonNegMF

.. module:: elliot.recommender.latent_factor_models.NonNegMF.non_negative_matrix_factorization

.. autoclass:: NonNegMF
    :show-inheritance:

PMF

.. module:: elliot.recommender.latent_factor_models.PMF.probabilistic_matrix_factorization

.. autoclass:: PMF
    :show-inheritance:

PureSVD

.. module:: elliot.recommender.latent_factor_models.PureSVD.pure_svd

.. autoclass:: PureSVD
    :show-inheritance:

Slim

.. module:: elliot.recommender.latent_factor_models.Slim.slim

.. autoclass:: Slim
    :show-inheritance:

SVDpp

.. module:: elliot.recommender.latent_factor_models.SVDpp.svdpp

.. autoclass:: SVDpp
    :show-inheritance:

WRMF

.. module:: elliot.recommender.latent_factor_models.WRMF.wrmf

.. autoclass:: WRMF
    :show-inheritance: