elliot.dataset.samplers package

Submodules

elliot.dataset.samplers.custom_pointwise_sparse_sampler module

Module description:

class elliot.dataset.samplers.custom_pointwise_sparse_sampler.Sampler(indexed_ratings, sp_i_train)

Bases: object

step(events: int, batch_size: int)

elliot.dataset.samplers.custom_sampler module

Module description:

class elliot.dataset.samplers.custom_sampler.Sampler(indexed_ratings)

Bases: object

step(events: int, batch_size: int)

elliot.dataset.samplers.custom_sparse_sampler module

Module description:

class elliot.dataset.samplers.custom_sparse_sampler.Sampler(indexed_ratings, sp_i_train)

Bases: object

step(events: int, batch_size: int)

elliot.dataset.samplers.pairwise_sampler module

Module description:

class elliot.dataset.samplers.pairwise_sampler.Sampler(ratings, users, items)

Bases: object

step(events: int)

elliot.dataset.samplers.pipeline_sampler module

Module description:

class elliot.dataset.samplers.pipeline_sampler.Sampler(indexed_ratings, item_indices, images_path, output_image_size, epochs)

Bases: object

pipeline(num_users, batch_size)

pipeline_eval(batch_size)

read_image(item)

read_images_triple(user, pos, neg)

step(events: int, batch_size: int)

elliot.dataset.samplers.pointwise_cfgan_sampler module

Module description:

class elliot.dataset.samplers.pointwise_cfgan_sampler.Sampler(indexed_ratings, sp_i_train, s_zr, s_pm)

Bases: object

step(events: int, batch_size: int)

elliot.dataset.samplers.pointwise_pos_neg_ratings_sampler module

Module description:

class elliot.dataset.samplers.pointwise_pos_neg_ratings_sampler.Sampler(indexed_ratings, sparse_i_ratings)

Bases: object

step(events: int, batch_size: int)

elliot.dataset.samplers.pointwise_pos_neg_ratio_ratings_sampler module

Module description:

class elliot.dataset.samplers.pointwise_pos_neg_ratio_ratings_sampler.Sampler(indexed_ratings, sparse_i_ratings, neg_ratio)

Bases: object

step(events: int, batch_size: int)

elliot.dataset.samplers.pointwise_pos_neg_sampler module

Module description:

class elliot.dataset.samplers.pointwise_pos_neg_sampler.Sampler(indexed_ratings)

Bases: object

step(events: int, batch_size: int)

elliot.dataset.samplers.pointwise_wide_and_deep_sampler module

Module description:

class elliot.dataset.samplers.pointwise_wide_and_deep_sampler.Sampler(data)

Bases: object

step(events: int, batch_size: int)

elliot.dataset.samplers.sparse_sampler module

Module description:

class elliot.dataset.samplers.sparse_sampler.Sampler(sp_i_train)

Bases: object

step(users: int, batch_size: int)

Module contents

Module description: