docs/models.rst
.. _recommender:
Recommender algorithms module ##############################
Recommender system algorithms and utilities.
Cornac utilities
.. automodule:: recommenders.models.cornac.cornac_utils :members: .. automodule:: recommenders.models.cornac.bpr :members: :special-members: init
DeepRec utilities
.. automodule:: recommenders.models.deeprec.models.base_model :members: :special-members: init
.. automodule:: recommenders.models.deeprec.models.sequential.sequential_base_model :members: :special-members: init
.. automodule:: recommenders.models.deeprec.io.iterator :members: :special-members: init .. automodule:: recommenders.models.deeprec.io.dkn_iterator :members: :special-members: init .. automodule:: recommenders.models.deeprec.io.dkn_item2item_iterator :members: :special-members: init .. automodule:: recommenders.models.deeprec.io.nextitnet_iterator :members: :special-members: init .. automodule:: recommenders.models.deeprec.io.sequential_iterator :members: :special-members: init
.. automodule:: recommenders.models.deeprec.DataModel.ImplicitCF :members: :special-members: init
.. automodule:: recommenders.models.deeprec.deeprec_utils :members: :special-members: init, repr
DKN
.. automodule:: recommenders.models.deeprec.models.dkn :members: :special-members: init
DKN item-to-item
.. automodule:: recommenders.models.deeprec.models.dkn_item2item :members: :special-members: init
xDeepFM
.. automodule:: recommenders.models.deeprec.models.xDeepFM :members: :special-members: init
LightGCN
.. automodule:: recommenders.models.deeprec.models.graphrec.lightgcn :members: :special-members: init
A2SVD
.. automodule:: recommenders.models.deeprec.models.sequential.asvd :members: :special-members: init
Caser
.. automodule:: recommenders.models.deeprec.models.sequential.caser :members: :special-members: init
GRU
.. automodule:: recommenders.models.deeprec.models.sequential.gru :members: :special-members: init
NextItNet
.. automodule:: recommenders.models.deeprec.models.sequential.nextitnet :members: :special-members: init
RNN Cells
.. automodule:: recommenders.models.deeprec.models.sequential.rnn_cell_implement :members: :special-members: init
SUM
.. automodule:: recommenders.models.deeprec.models.sequential.sum :members: :special-members: init .. automodule:: recommenders.models.deeprec.models.sequential.sum_cells :members: :special-members: init
SLIRec
.. automodule:: recommenders.models.deeprec.models.sequential.sli_rec :members: :special-members: init
EmbDotBias utilities
.. automodule:: recommenders.models.embdotbias.data_loader :members: :special-members: init .. automodule:: recommenders.models.embdotbias.model :members: :special-members: init .. automodule:: recommenders.models.embdotbias.training_utils :members: :special-members: init .. automodule:: recommenders.models.embdotbias.utils :members:
LightFM utilities
.. automodule:: recommenders.models.lightfm.lightfm_utils :members:
LightGBM utilities
.. automodule:: recommenders.models.lightgbm.lightgbm_utils :members:
NCF
.. automodule:: recommenders.models.ncf.dataset :members: :special-members: init .. automodule:: recommenders.models.ncf.ncf_singlenode :members: :special-members: init
NewsRec utilities
.. automodule:: recommenders.models.newsrec.models.base_model :members: :special-members: init
.. automodule:: recommenders.models.newsrec.io.mind_iterator :members: :special-members: init .. automodule:: recommenders.models.newsrec.io.mind_all_iterator :members: :special-members: init
.. automodule:: recommenders.models.newsrec.models.layers :members: :special-members: init .. automodule:: recommenders.models.newsrec.newsrec_utils :members: :special-members: init
LSTUR
.. automodule:: recommenders.models.newsrec.models.lstur :members: :special-members: init
NAML
.. automodule:: recommenders.models.newsrec.models.naml :members: :special-members: init
NPA
.. automodule:: recommenders.models.newsrec.models.npa :members: :special-members: init
NRMS
.. automodule:: recommenders.models.newsrec.models.nrms :members: :special-members: init
RBM
.. automodule:: recommenders.models.rbm.rbm :members: :special-members: init
.. FIXME: Fix Pymanopt dependency. Issue #2038 .. GeoIMC .. ****************************** .. .. automodule:: recommenders.models.geoimc.geoimc_algorithm .. :members: .. :special-members: init .. .. automodule:: recommenders.models.geoimc.geoimc_data .. :members: .. :special-members: init .. .. automodule:: recommenders.models.geoimc.geoimc_predict .. :members: .. .. automodule:: recommenders.models.geoimc.geoimc_utils .. :members:
.. FIXME: Fix Pymanopt dependency. Issue #2038 .. RLRMC .. ****************************** .. .. automodule:: recommenders.models.rlrmc.RLRMCdataset .. :members: .. :special-members: init .. .. automodule:: recommenders.models.rlrmc.RLRMCalgorithm .. :members: .. :special-members: init .. .. automodule:: recommenders.models.rlrmc.conjugate_gradient_ms .. :members: .. :special-members: init
SAR
.. automodule:: recommenders.models.sar.sar_singlenode :members: :special-members: init
SASRec
.. automodule:: recommenders.models.sasrec.model :members: :special-members: init .. automodule:: recommenders.models.sasrec.sampler :members: :special-members: init .. automodule:: recommenders.models.sasrec.util :members:
SSE-PT
.. automodule:: recommenders.models.sasrec.ssept :members: :special-members: init
Surprise utilities
.. automodule:: recommenders.models.surprise.surprise_utils :members:
TF-IDF utilities
.. automodule:: recommenders.models.tfidf.tfidf_utils :members:
Standard VAE
.. automodule:: recommenders.models.vae.standard_vae :members: :special-members: init
Multinomial VAE
.. automodule:: recommenders.models.vae.multinomial_vae :members: :special-members: init
Vowpal Wabbit utilities
.. automodule:: recommenders.models.vowpal_wabbit.vw :members:
Wide & Deep
.. automodule:: recommenders.models.wide_deep.wide_deep_utils :members: :special-members: init