Index

_

_check_dimensions() (cebra.solver.base.MultiobjectiveSolver method) _distance() (cebra.models.criterions.BaseInfoNCE method) (cebra.models.criterions.FixedCosineInfoNCE method) (cebra.models.criterions.FixedEuclideanInfoNCE method) (cebra.models.criterions.LearnableCosineInfoNCE method) (cebra.models.criterions.LearnableEuclideanInfoNCE method)

_inference() (cebra.solver.base.Solver method) _OffsetModel (class in cebra.models.model) _prepare_inverse_temperature() (cebra.models.criterions.LearnableInfoNCE method)

A

add() (cebra.solver.util.Meter method) add_docstring() (in module cebra.registry) add_helper_functions() (in module cebra.registry) align_embeddings() (in module cebra.integrations.sklearn.helpers)

alpha (cebra.integrations.sklearn.decoder.L1LinearRegressor attribute) Area2BumpDataset (class in cebra.datasets.monkey_reaching) Area2BumpShuffledDataset (class in cebra.datasets.monkey_reaching) AttributionMap (class in cebra.attribution.attribution_models) average (cebra.solver.util.Meter property)

B

BaseInfoNCE (class in cebra.models.criterions) Batch (class in cebra.data.datatypes)

batch_size (cebra.CEBRA attribute) BatchIndex (class in cebra.data.datatypes) BatchSingleSessionSolver (class in cebra.solver.single_session)

C

CEBRA (class in cebra) cebra.attribution module cebra.attribution.attribution_models module cebra.attribution.jacobian_attribution module cebra.data module cebra.data.base module cebra.data.datasets module cebra.data.datatypes module cebra.data.helper module cebra.data.load module cebra.data.multi_session module cebra.data.single_session module cebra.datasets module cebra.datasets.allen module cebra.datasets.gaussian_mixture module cebra.datasets.hippocampus module cebra.datasets.monkey_reaching module cebra.distributions module cebra.distributions.base module cebra.distributions.continuous module cebra.distributions.discrete module cebra.distributions.index module cebra.distributions.mixed module cebra.distributions.multisession module cebra.grid_search module cebra.integrations.deeplabcut module cebra.integrations.matplotlib module cebra.integrations.plotly module cebra.integrations.sklearn.decoder module cebra.integrations.sklearn.helpers module cebra.integrations.sklearn.metrics module cebra.io module cebra.models module cebra.models.criterions module cebra.models.jacobian_regularizer module cebra.models.layers module

cebra.models.model module cebra.models.multicriterions module cebra.models.multiobjective module cebra.registry module cebra.solver module cebra.solver.base module cebra.solver.multi_session module cebra.solver.multiobjective module cebra.solver.regularized module cebra.solver.schedulers module cebra.solver.single_session module cebra.solver.util module CEBRADistribution (class in cebra.distributions.continuous) check_moores_penrose_conditions() (cebra.attribution.attribution_models.AttributionMap method) classifier (cebra.models.model.ClassifierModel attribute) ClassifierModel (class in cebra.models.model) compare_models() (in module cebra.integrations.matplotlib) compute_attribution_map() (cebra.attribution.attribution_models.AttributionMap method) (cebra.attribution.attribution_models.FeatureAblationMethod method) (cebra.attribution.attribution_models.FeatureAblationMethodBAtched method) (cebra.attribution.attribution_models.IntegratedGradientsMethod method) (cebra.attribution.attribution_models.IntegratedGradientsMethodBatched method) (cebra.attribution.attribution_models.JFMethodBased method) (cebra.attribution.attribution_models.JFMethodBasedBatched method) (cebra.attribution.attribution_models.NeuronGradientMethod method) (cebra.attribution.attribution_models.NeuronGradientMethodBatched method) (cebra.attribution.attribution_models.NeuronGradientShapMethod method) (cebra.attribution.attribution_models.NeuronGradientShapMethodBatched method) compute_attribution_score() (cebra.attribution.attribution_models.AttributionMap method) compute_metrics() (cebra.attribution.attribution_models.AttributionMap method) conditional (cebra.CEBRA attribute) ConditionalDistribution (class in cebra.distributions.base) ConditionalIndex (class in cebra.distributions.index) ConfigurableDistribution (class in cebra.distributions.mixed) configure_conditional() (cebra.distributions.mixed.ConfigurableDistribution method) configure_for() (cebra.data.base.Dataset method) (cebra.data.datasets.DatasetxCEBRA method) (cebra.data.multi_session.MultiSessionDataset method) configure_prior() (cebra.distributions.mixed.ConfigurableDistribution method) consistency_score() (in module cebra.integrations.sklearn.metrics) ConstantScheduler (class in cebra.solver.schedulers) continuous (cebra.distributions.continuous.TimeContrastive attribute) continuous_index (cebra.data.base.Dataset property) (cebra.data.datasets.DatasetCollection property) (cebra.data.datasets.TensorDataset property) (cebra.datasets.gaussian_mixture.ContinuousGaussianMixtureDataset property) (cebra.datasets.hippocampus.SingleRatDataset property) (cebra.datasets.monkey_reaching.Area2BumpDataset property) ContinuousDataLoader (class in cebra.data.single_session) ContinuousGaussianMixtureDataset (class in cebra.datasets.gaussian_mixture) ContinuousIndex (class in cebra.distributions.index) ContinuousMultiSessionDataLoader (class in cebra.data.multi_session) ContrastiveLoss (class in cebra.models.criterions) ContrastiveMultiobjectiveSolverxCEBRA (class in cebra.solver.multiobjective) ConvolutionalModelMixin (class in cebra.models.model) criterion (cebra.CEBRA attribute) (cebra.solver.base.Solver attribute)

D

Dataset (class in cebra.data.base) DatasetCollection (class in cebra.data.datasets) DatasetxCEBRA (class in cebra.data.datasets) decode() (cebra.datasets.hippocampus.SingleRatDataset method) decode_history (cebra.solver.base.Solver attribute) Decoder (class in cebra.integrations.sklearn.decoder) decoding() (cebra.solver.base.Solver method) DeltaNormalDistribution (class in cebra.distributions.continuous) device (cebra.CEBRA attribute) (cebra.distributions.base.HasGenerator property) (cebra.distributions.continuous.TimeContrastive attribute) (cebra.io.HasDevice property) device() (in module cebra.io)

DirectTimedeltaDistribution (class in cebra.distributions.continuous) Discrete (class in cebra.distributions.discrete) discrete_index (cebra.data.base.Dataset property) (cebra.data.datasets.DatasetCollection property) (cebra.data.datasets.TensorDataset property) (cebra.datasets.monkey_reaching.Area2BumpDataset property) DiscreteDataLoader (class in cebra.data.single_session) DiscreteEmpirical (class in cebra.distributions.discrete) DiscreteMultiSessionDataLoader (class in cebra.data.multi_session) DiscreteMultisessionSampler (class in cebra.distributions.multisession) DiscreteUniform (class in cebra.distributions.discrete) distance (cebra.CEBRA attribute) DistanceMatrix (class in cebra.distributions.index) dot_similarity() (in module cebra.models.criterions)

E

ensemble_embeddings() (in module cebra.data.helper) euclidean_similarity() (in module cebra.models.criterions)

expand_index() (cebra.data.base.Dataset method) (cebra.data.datasets.DatasetxCEBRA method) expand_index_in_trial() (cebra.data.base.Dataset method)

F

FeatureAblationMethod (class in cebra.attribution.attribution_models) FeatureAblationMethodBAtched (class in cebra.attribution.attribution_models) features_encoder (cebra.models.model.ClassifierModel attribute) FileKeyValueDataset (class in cebra.io) finalize() (cebra.solver.multiobjective.MultiObjectiveConfig method) fit() (cebra.CEBRA method) (cebra.data.helper.OrthogonalProcrustesAlignment method) (cebra.integrations.sklearn.decoder.Decoder method) (cebra.integrations.sklearn.decoder.KNNDecoder method) (cebra.integrations.sklearn.decoder.L1LinearRegressor method) (cebra.solver.base.Solver method) (cebra.solver.multiobjective.MultiobjectiveSolverBase method) (cebra.solver.single_session.BatchSingleSessionSolver method) fit_models() (cebra.grid_search.GridSearch method) fit_transform() (cebra.CEBRA method) (cebra.data.helper.OrthogonalProcrustesAlignment method)

FixedCosineInfoNCE (class in cebra.models.criterions) FixedEuclideanInfoNCE (class in cebra.models.criterions) FixedInfoNCE (class in cebra.models.criterions) forward() (cebra.models.criterions.BaseInfoNCE method) (cebra.models.criterions.ContrastiveLoss method) (cebra.models.criterions.NCE method) (cebra.models.jacobian_regularizer.JacobianReg method) (cebra.models.layers.Squeeze method) (cebra.models.model._OffsetModel method) (cebra.models.model.ClassifierModel method) (cebra.models.model.Offset0ModelMSEClip method) (cebra.models.multiobjective.MultiobjectiveModel method) (cebra.models.multiobjective.SubspaceMultiobjectiveModel method) FullDataLoader (class in cebra.data.single_session)

G

generate_models() (cebra.grid_search.GridSearch method) generator (cebra.distributions.base.HasGenerator property) get_attribution_map() (in module cebra.attribution.jacobian_attribution) get_best_model() (cebra.grid_search.GridSearch method) get_df_results() (cebra.grid_search.GridSearch method) get_embedding() (cebra.solver.single_session.BatchSingleSessionSolver method) (cebra.solver.single_session.SingleSessionSolver method) get_indices() (cebra.data.base.Loader method) (cebra.data.multi_session.MultiSessionLoader method) (cebra.data.single_session.ContinuousDataLoader method) (cebra.data.single_session.DiscreteDataLoader method) (cebra.data.single_session.FullDataLoader method) (cebra.data.single_session.HybridDataLoader method) (cebra.data.single_session.MixedDataLoader method) get_input_dimension() (cebra.data.datasets.DatasetCollection method) (cebra.data.multi_session.MultiSessionDataset method) get_loader_options() (in module cebra.data.helper) get_offset (cebra.models.multiobjective.MultiobjectiveModel property) (cebra.models.multiobjective.SubspaceMultiobjectiveModel property) get_offset() (cebra.models.model.ClassifierModel method) (cebra.models.model.Model method) (cebra.models.model.Offset0Model method) (cebra.models.model.Offset0ModelMSE method) (cebra.models.model.Offset0ModelMSEClip method) (cebra.models.model.Offset0ModelMSETanH method) (cebra.models.model.Offset0ModelMSETanHv2 method) (cebra.models.model.Offset0ModelResNetTanH method) (cebra.models.model.Offset0Modelv2 method) (cebra.models.model.Offset0Modelv3 method) (cebra.models.model.Offset0Modelv4 method) (cebra.models.model.Offset0Modelv5 method) (cebra.models.model.Offset10Model method) (cebra.models.model.Offset15Model method) (cebra.models.model.Offset20Model method) (cebra.models.model.Offset36 method) (cebra.models.model.Offset36Dropout method) (cebra.models.model.Offset36Dropoutv2 method) (cebra.models.model.Offset5Model method) (cebra.models.model.Resample1Model method) (cebra.models.model.Resample5Model method) (cebra.models.model.ResampleModel method) (cebra.models.model.SupervisedNN1 method) (cebra.models.model.SupervisedNN10 method)

get_options() (in module cebra.models) get_session() (cebra.data.datasets.DatasetCollection method) (cebra.data.multi_session.MultiSessionDataset method) goodness_of_fit_history() (in module cebra.integrations.sklearn.metrics) goodness_of_fit_score() (in module cebra.integrations.sklearn.metrics) GridSearch (class in cebra.grid_search)

H

HasDevice (class in cebra.io) HasFeatureEncoder (class in cebra.models.model) HasGenerator (class in cebra.distributions.base)

history (cebra.solver.base.Solver attribute) hybrid (cebra.CEBRA attribute) HybridDataLoader (class in cebra.data.single_session)

I

ignore_deprecation_warning (cebra.solver.base.MultiobjectiveSolver attribute) index (cebra.data.datatypes.Batch attribute) (cebra.data.datatypes.BatchIndex attribute) (cebra.data.single_session.DiscreteDataLoader property) (cebra.data.single_session.HybridDataLoader property) Index (class in cebra.distributions.base) index_reversed (cebra.data.datatypes.Batch attribute) (cebra.data.datatypes.BatchIndex attribute) InfoMSE (in module cebra.models.criterions) InfoNCE (in module cebra.models.criterions) infonce() (in module cebra.models.criterions)

infonce_loss() (in module cebra.integrations.sklearn.metrics) infonce_to_goodness_of_fit() (in module cebra.integrations.sklearn.metrics) init() (in module cebra.models) input_dimension (cebra.data.base.Dataset attribute) (cebra.data.datasets.DatasetxCEBRA property) IntegratedGradientsMethod (class in cebra.attribution.attribution_models) IntegratedGradientsMethodBatched (class in cebra.attribution.attribution_models) is_registry() (in module cebra.registry) is_valid() (cebra.models.multiobjective.MultiobjectiveModel.Mode method) iter_hyperparams() (cebra.integrations.sklearn.decoder.KNNDecoder method) (cebra.integrations.sklearn.decoder.L1LinearRegressor method)

J

JacobianReg (class in cebra.models.jacobian_regularizer) JFMethodBased (class in cebra.attribution.attribution_models)

JFMethodBasedBatched (class in cebra.attribution.attribution_models) JointDistribution (class in cebra.distributions.base)

K

KNNDecoder (class in cebra.integrations.sklearn.decoder)

L

L1LinearRegressor (class in cebra.integrations.sklearn.decoder) labels (cebra.data.datasets.DatasetxCEBRA attribute) LearnableCosineInfoNCE (class in cebra.models.criterions) LearnableEuclideanInfoNCE (class in cebra.models.criterions) LearnableInfoNCE (class in cebra.models.criterions) learning_rate (cebra.CEBRA attribute) left_slice (cebra.data.datatypes.Offset property) LinearRampUp (class in cebra.solver.schedulers) LinearScheduler (class in cebra.solver.schedulers) load() (cebra.CEBRA class method) (cebra.grid_search.GridSearch class method) (cebra.solver.base.Solver method) (in module cebra.data.load)

load_batch() (cebra.data.base.Dataset method) (cebra.data.multi_session.MultiSessionDataset method) (cebra.data.single_session.SingleSessionDataset method) load_batch_contrastive() (cebra.data.datasets.DatasetxCEBRA method) load_batch_supervised() (cebra.data.datasets.DatasetxCEBRA method) load_data() (in module cebra) load_deeplabcut() (in module cebra) (in module cebra.integrations.deeplabcut) load_state_dict() (cebra.solver.base.Solver method) Loader (class in cebra.data.base) log (cebra.solver.base.Solver attribute)

M

max_adapt_iterations (cebra.CEBRA attribute) max_iterations (cebra.CEBRA attribute) Meter (class in cebra.solver.util) metric (cebra.integrations.sklearn.decoder.KNNDecoder attribute) min_temperature (cebra.CEBRA attribute) (cebra.models.criterions.LearnableInfoNCE attribute) mix() (cebra.distributions.multisession.DiscreteMultisessionSampler method) (cebra.distributions.multisession.MultisessionSampler method) Mixed (class in cebra.distributions.mixed) MixedDataLoader (class in cebra.data.single_session) MixedMultiSessionDataLoader (class in cebra.data.multi_session) MixedTimeDeltaDistribution (class in cebra.distributions.mixed) model (cebra.solver.base.MultiobjectiveSolver attribute) (cebra.solver.base.Solver attribute) Model (class in cebra.models.model) model_architecture (cebra.CEBRA attribute) module cebra.attribution cebra.attribution.attribution_models cebra.attribution.jacobian_attribution cebra.data cebra.data.base cebra.data.datasets cebra.data.datatypes cebra.data.helper cebra.data.load cebra.data.multi_session cebra.data.single_session cebra.datasets cebra.datasets.allen cebra.datasets.gaussian_mixture cebra.datasets.hippocampus cebra.datasets.monkey_reaching cebra.distributions cebra.distributions.base cebra.distributions.continuous cebra.distributions.discrete cebra.distributions.index cebra.distributions.mixed cebra.distributions.multisession cebra.grid_search cebra.integrations.deeplabcut cebra.integrations.matplotlib cebra.integrations.plotly cebra.integrations.sklearn.decoder cebra.integrations.sklearn.helpers cebra.integrations.sklearn.metrics cebra.io cebra.models cebra.models.criterions cebra.models.jacobian_regularizer cebra.models.layers cebra.models.model cebra.models.multicriterions cebra.models.multiobjective cebra.registry cebra.solver cebra.solver.base cebra.solver.multi_session cebra.solver.multiobjective cebra.solver.regularized cebra.solver.schedulers cebra.solver.single_session cebra.solver.util

MultiCriterions (class in cebra.models.multicriterions) MultiObjectiveConfig (class in cebra.solver.multiobjective) MultiobjectiveModel (class in cebra.models.multiobjective) MultiobjectiveModel.Mode (class in cebra.models.multiobjective) MultiobjectiveSolver (class in cebra.solver.base) MultiobjectiveSolverBase (class in cebra.solver.multiobjective) MultipleRatsTrialSplitDataset (class in cebra.datasets.hippocampus) MultiSessionAuxVariableSolver (class in cebra.solver.multi_session) MultiSessionDataset (class in cebra.data.multi_session) MultiSessionIndex (class in cebra.distributions.index) MultiSessionLoader (class in cebra.data.multi_session) MultisessionSampler (class in cebra.distributions.multisession) MultiSessionSolver (class in cebra.solver.multi_session)

N

n_neighbors (cebra.integrations.sklearn.decoder.KNNDecoder attribute) NCE (class in cebra.models.criterions) negative (cebra.data.datatypes.Batch attribute) (cebra.data.datatypes.BatchIndex attribute) negative_weight (cebra.models.criterions.NCE attribute) neural (cebra.data.datasets.DatasetxCEBRA attribute) NeuronGradientMethod (class in cebra.attribution.attribution_models) NeuronGradientMethodBatched (class in cebra.attribution.attribution_models) NeuronGradientShapMethod (class in cebra.attribution.attribution_models) NeuronGradientShapMethodBatched (class in cebra.attribution.attribution_models) num_behavior_features (cebra.solver.base.MultiobjectiveSolver attribute) num_hidden_units (cebra.CEBRA attribute) num_input (cebra.models.model.Model attribute)

num_output (cebra.models.model.Model attribute) (cebra.models.multiobjective.MultiobjectiveModel property) (cebra.models.multiobjective.SubspaceMultiobjectiveModel property) num_parameters (cebra.models.model.ParameterCountMixin property) (cebra.solver.base.Solver property) num_samples (cebra.distributions.continuous.TimeContrastive attribute) (cebra.distributions.discrete.Discrete property) num_sessions (cebra.CEBRA property) (cebra.data.datasets.DatasetCollection property) (cebra.data.multi_session.MultiSessionDataset property) (cebra.distributions.multisession.DiscreteMultisessionSampler property) (cebra.distributions.multisession.MultisessionSampler property) num_trainable_parameters (cebra.models.model.ParameterCountMixin property)

O

offset (cebra.data.base.Dataset attribute) (cebra.data.datasets.DatasetxCEBRA attribute) (cebra.data.multi_session.MultiSessionDataset attribute) Offset (class in cebra.data.datatypes) Offset0Model (class in cebra.models.model) Offset0ModelMSE (class in cebra.models.model) Offset0ModelMSEClip (class in cebra.models.model) Offset0ModelMSETanH (class in cebra.models.model) Offset0ModelMSETanHv2 (class in cebra.models.model) Offset0ModelResNetTanH (class in cebra.models.model) Offset0Modelv2 (class in cebra.models.model) Offset0Modelv3 (class in cebra.models.model) Offset0Modelv4 (class in cebra.models.model) Offset0Modelv5 (class in cebra.models.model)

Offset10Model (class in cebra.models.model) Offset10ModelMSE (class in cebra.models.model) Offset15Model (class in cebra.models.model) Offset20Model (class in cebra.models.model) Offset36 (class in cebra.models.model) Offset36Dropout (class in cebra.models.model) Offset36Dropoutv2 (class in cebra.models.model) Offset5Model (class in cebra.models.model) OffsetDistanceMatrix (class in cebra.distributions.index) optimizer (cebra.CEBRA attribute) (cebra.solver.base.MultiobjectiveSolver attribute) (cebra.solver.base.Solver attribute) optimizer_kwargs (cebra.CEBRA attribute) OrthogonalProcrustesAlignment (class in cebra.data.helper) output_dimension (cebra.CEBRA attribute)

P

pad_before_transform (cebra.CEBRA attribute) ParameterCountMixin (class in cebra.models.model) parameters() (cebra.solver.base.Solver method) parametrize() (in module cebra.models) partial_fit() (cebra.CEBRA method) plot() (in module cebra.integrations.matplotlib) plot_consistency() (in module cebra.integrations.matplotlib) plot_embedding() (in module cebra.integrations.matplotlib) plot_embedding_interactive() (in module cebra.integrations.plotly) plot_loss() (in module cebra.integrations.matplotlib) plot_loss_comparison() (cebra.grid_search.GridSearch method)

plot_overview() (in module cebra.integrations.matplotlib) plot_temperature() (in module cebra.integrations.matplotlib) plot_transform() (cebra.grid_search.GridSearch method) positive (cebra.data.datatypes.Batch attribute) (cebra.data.datatypes.BatchIndex attribute) predict() (cebra.integrations.sklearn.decoder.Decoder method) (cebra.integrations.sklearn.decoder.KNNDecoder method) (cebra.integrations.sklearn.decoder.L1LinearRegressor method) Prior (class in cebra.distributions.continuous) PriorDistribution (class in cebra.distributions.base) ProgressBar (class in cebra.solver.util) push() (cebra.solver.multiobjective.MultiObjectiveConfig method)

R

randint() (cebra.distributions.base.HasGenerator method) read_hdf() (in module cebra.data.load) reduce (cebra.models.criterions.NCE attribute) reduce() (in module cebra.io) reference (cebra.data.datatypes.Batch attribute) (cebra.data.datatypes.BatchIndex attribute) register() (in module cebra.models) RegularizedSolver (class in cebra.solver.regularized) renormalize_features (cebra.solver.base.MultiobjectiveSolver attribute)

Resample1Model (class in cebra.models.model) Resample5Model (class in cebra.models.model) resample_factor (cebra.models.model.Resample1Model property) (cebra.models.model.Resample5Model property) (cebra.models.model.ResampleModel property) (cebra.models.model.ResampleModelMixin property) ResampleModel (class in cebra.models.model) ResampleModelMixin (class in cebra.models.model) right_slice (cebra.data.datatypes.Offset property)

S

sample_conditional() (cebra.distributions.base.ConditionalDistribution method) (cebra.distributions.continuous.DeltaNormalDistribution method) (cebra.distributions.continuous.DirectTimedeltaDistribution method) (cebra.distributions.continuous.TimeContrastive method) (cebra.distributions.continuous.TimedeltaDistribution method) (cebra.distributions.discrete.Discrete method) (cebra.distributions.mixed.Mixed method) (cebra.distributions.mixed.MixedTimeDeltaDistribution method) (cebra.distributions.multisession.DiscreteMultisessionSampler method) (cebra.distributions.multisession.MultisessionSampler method) sample_conditional_continuous() (cebra.distributions.mixed.Mixed method) sample_conditional_discrete() (cebra.distributions.mixed.Mixed method) sample_empirical() (cebra.distributions.discrete.Discrete method) sample_joint() (cebra.distributions.base.JointDistribution method) sample_prior() (cebra.distributions.base.PriorDistribution method) (cebra.distributions.continuous.DeltaNormalDistribution method) (cebra.distributions.continuous.Prior method) (cebra.distributions.continuous.TimeContrastive method) (cebra.distributions.continuous.TimedeltaDistribution method) (cebra.distributions.discrete.DiscreteEmpirical method) (cebra.distributions.discrete.DiscreteUniform method) (cebra.distributions.mixed.Mixed method) (cebra.distributions.mixed.MixedTimeDeltaDistribution method) (cebra.distributions.multisession.DiscreteMultisessionSampler method) (cebra.distributions.multisession.MultisessionSampler method) sample_uniform() (cebra.distributions.discrete.Discrete method) save() (cebra.CEBRA method) (cebra.solver.base.Solver method) Scheduler (class in cebra.solver.schedulers) score() (cebra.integrations.sklearn.decoder.Decoder method) search() (cebra.distributions.base.Index method) (cebra.distributions.index.ConditionalIndex method) (cebra.distributions.index.ContinuousIndex method) (cebra.distributions.index.MultiSessionIndex method)

search_iterative() (cebra.distributions.index.ConditionalIndex method) search_naive() (cebra.distributions.index.ConditionalIndex method) seed (cebra.distributions.base.HasGenerator property) (cebra.distributions.continuous.TimeContrastive attribute) set_description() (cebra.solver.util.ProgressBar method) set_distribution() (cebra.solver.multiobjective.MultiObjectiveConfig method) set_loss() (cebra.solver.multiobjective.MultiObjectiveConfig method) set_output_num() (cebra.models.model.ClassifierModel method) set_slice() (cebra.solver.multiobjective.MultiObjectiveConfig method) SingleRatCorruptDataset (class in cebra.datasets.hippocampus) SingleRatDataset (class in cebra.datasets.hippocampus) SingleRatTrialSplitDataset (class in cebra.datasets.hippocampus) SingleSessionAuxVariableSolver (class in cebra.solver.single_session) SingleSessionDataset (class in cebra.data.single_session) SingleSessionHybridSolver (class in cebra.solver.single_session) SingleSessionSolver (class in cebra.solver.single_session) Solver (class in cebra.solver.base) split() (cebra.datasets.monkey_reaching.Area2BumpDataset method) Squeeze (class in cebra.models.layers) state_dict() (cebra.solver.base.Solver method) step() (cebra.solver.base.MultiobjectiveSolver method) (cebra.solver.base.Solver method) (cebra.solver.multiobjective.MultiobjectiveSolverBase method) (cebra.solver.regularized.RegularizedSolver method) subsample (cebra.data.helper.OrthogonalProcrustesAlignment attribute) SubspaceMultiobjectiveConvolutionalModel (class in cebra.models.multiobjective) SubspaceMultiobjectiveModel (class in cebra.models.multiobjective) sum (cebra.solver.util.Meter property) SupervisedMultiobjectiveSolverxCEBRA (class in cebra.solver.multiobjective) SupervisedNN1 (class in cebra.models.model) SupervisedNN10 (class in cebra.models.model) supported_model_architectures() (cebra.CEBRA class method)

T

temperature (cebra.CEBRA attribute) (cebra.models.criterions.FixedInfoNCE attribute) (cebra.models.criterions.LearnableInfoNCE attribute) (cebra.models.criterions.NCE attribute) temperature_mode (cebra.CEBRA attribute) TensorDataset (class in cebra.data.datasets) time_offset (cebra.distributions.continuous.TimeContrastive attribute) time_offsets (cebra.CEBRA attribute) TimeContrastive (class in cebra.distributions.continuous)

TimedeltaDistribution (class in cebra.distributions.continuous) to() (cebra.CEBRA method) (cebra.data.datatypes.Batch method) (cebra.distributions.base.HasGenerator method) (cebra.io.HasDevice method) top_k (cebra.data.helper.OrthogonalProcrustesAlignment attribute) tqdm_on (cebra.solver.base.Solver attribute) transform() (cebra.CEBRA method) (cebra.data.helper.OrthogonalProcrustesAlignment method) (cebra.solver.base.Solver method)

U

use_tqdm (cebra.solver.util.ProgressBar property)

V

valid_slice (cebra.data.datatypes.Offset property) validation() (cebra.solver.base.Solver method) (cebra.solver.multi_session.MultiSessionSolver method) (cebra.solver.multiobjective.MultiobjectiveSolverBase method)

verbose (cebra.CEBRA attribute)