Avalanche API
Benchmarks module
Evaluation module
Logging module
Models module
Training module
Checkpointing module
Avalanche
Index
Index
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A
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B
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C
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D
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E
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F
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G
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H
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I
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J
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L
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M
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N
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O
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P
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R
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S
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T
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U
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W
_
__init__() (avalanche.benchmarks.classic.ExMLCIFAR10 method)
(avalanche.benchmarks.classic.ExMLCoRE50 method)
(avalanche.benchmarks.classic.ExMLMNIST method)
(avalanche.benchmarks.datasets.CLEARDataset method)
(avalanche.benchmarks.datasets.CORe50Dataset method)
(avalanche.benchmarks.datasets.CUB200 method)
(avalanche.benchmarks.datasets.EndlessCLSimDataset method)
(avalanche.benchmarks.datasets.INATURALIST2018 method)
(avalanche.benchmarks.datasets.MiniImageNetDataset method)
(avalanche.benchmarks.datasets.Omniglot method)
(avalanche.benchmarks.datasets.OpenLORIS method)
(avalanche.benchmarks.datasets.Stream51 method)
(avalanche.benchmarks.datasets.TinyImagenet method)
(avalanche.benchmarks.scenarios.ClassificationExperience method)
(avalanche.benchmarks.scenarios.ClassificationStream method)
(avalanche.benchmarks.scenarios.CLExperience method)
(avalanche.benchmarks.scenarios.CLScenario method)
(avalanche.benchmarks.scenarios.CLStream method)
(avalanche.benchmarks.scenarios.EagerCLStream method)
(avalanche.benchmarks.scenarios.ExModelCLScenario method)
(avalanche.benchmarks.scenarios.ExModelExperience method)
(avalanche.benchmarks.scenarios.ExperienceAttribute method)
(avalanche.benchmarks.scenarios.NCExperience method)
(avalanche.benchmarks.scenarios.NCScenario method)
(avalanche.benchmarks.scenarios.NIExperience method)
(avalanche.benchmarks.scenarios.NIScenario method)
(avalanche.benchmarks.scenarios.OnlineCLExperience method)
(avalanche.benchmarks.scenarios.OnlineCLScenario method)
(avalanche.benchmarks.utils.AvalancheDataset method)
(avalanche.benchmarks.utils.data_loader.GroupBalancedDataLoader method)
(avalanche.benchmarks.utils.data_loader.GroupBalancedInfiniteDataLoader method)
(avalanche.benchmarks.utils.data_loader.ReplayDataLoader method)
(avalanche.benchmarks.utils.data_loader.TaskBalancedDataLoader method)
(avalanche.benchmarks.utils.DataAttribute method)
(avalanche.benchmarks.utils.TaskSet method)
(avalanche.core.BasePlugin method)
(avalanche.core.BaseSGDPlugin method)
(avalanche.core.SupervisedPlugin method)
(avalanche.evaluation.metric_definitions.GenericPluginMetric method)
(avalanche.evaluation.metric_definitions.Metric method)
(avalanche.evaluation.metric_definitions.PluginMetric method)
(avalanche.evaluation.metric_results.LoggingType method)
(avalanche.evaluation.metric_results.MetricValue method)
(avalanche.evaluation.metrics.Accuracy method)
(avalanche.evaluation.metrics.AccuracyMatrixPluginMetric method)
(avalanche.evaluation.metrics.AccuracyPerTaskPluginMetric method)
(avalanche.evaluation.metrics.AverageMeanClassAccuracy method)
(avalanche.evaluation.metrics.BWT method)
(avalanche.evaluation.metrics.ClassAccuracy method)
(avalanche.evaluation.metrics.ConfusionMatrix method)
(avalanche.evaluation.metrics.CPUUsage method)
(avalanche.evaluation.metrics.CumulativeAccuracy method)
(avalanche.evaluation.metrics.CumulativeAccuracyPluginMetric method)
(avalanche.evaluation.metrics.CumulativeForgettingPluginMetric method)
(avalanche.evaluation.metrics.detection.DetectionMetrics method)
(avalanche.evaluation.metrics.DiskUsage method)
(avalanche.evaluation.metrics.ElapsedTime method)
(avalanche.evaluation.metrics.EpochAccuracy method)
(avalanche.evaluation.metrics.EpochClassAccuracy method)
(avalanche.evaluation.metrics.EpochCPUUsage method)
(avalanche.evaluation.metrics.EpochDiskUsage method)
(avalanche.evaluation.metrics.EpochLoss method)
(avalanche.evaluation.metrics.EpochMAC method)
(avalanche.evaluation.metrics.EpochMaxGPU method)
(avalanche.evaluation.metrics.EpochMaxRAM method)
(avalanche.evaluation.metrics.EpochR2 method)
(avalanche.evaluation.metrics.EpochRMSE method)
(avalanche.evaluation.metrics.EpochTime method)
(avalanche.evaluation.metrics.EpochTopkAccuracy method)
(avalanche.evaluation.metrics.ExperienceAccuracy method)
(avalanche.evaluation.metrics.ExperienceBWT method)
(avalanche.evaluation.metrics.ExperienceClassAccuracy method)
(avalanche.evaluation.metrics.ExperienceCPUUsage method)
(avalanche.evaluation.metrics.ExperienceDiskUsage method)
(avalanche.evaluation.metrics.ExperienceForgetting method)
(avalanche.evaluation.metrics.ExperienceForwardTransfer method)
(avalanche.evaluation.metrics.ExperienceLoss method)
(avalanche.evaluation.metrics.ExperienceMAC method)
(avalanche.evaluation.metrics.ExperienceMaxGPU method)
(avalanche.evaluation.metrics.ExperienceMaxRAM method)
(avalanche.evaluation.metrics.ExperienceR2 method)
(avalanche.evaluation.metrics.ExperienceR2Forgetting method)
(avalanche.evaluation.metrics.ExperienceRMSE method)
(avalanche.evaluation.metrics.ExperienceRMSEForgetting method)
(avalanche.evaluation.metrics.ExperienceTime method)
(avalanche.evaluation.metrics.ExperienceTopkAccuracy method)
(avalanche.evaluation.metrics.Forgetting method)
(avalanche.evaluation.metrics.ForwardTransfer method)
(avalanche.evaluation.metrics.ImagesSamplePlugin method)
(avalanche.evaluation.metrics.LabelsRepartition method)
(avalanche.evaluation.metrics.LossMetric method)
(avalanche.evaluation.metrics.MAC method)
(avalanche.evaluation.metrics.MaxGPU method)
(avalanche.evaluation.metrics.MaxRAM method)
(avalanche.evaluation.metrics.Mean method)
(avalanche.evaluation.metrics.MeanNewOldScores method)
(avalanche.evaluation.metrics.MeanScores method)
(avalanche.evaluation.metrics.MinibatchAccuracy method)
(avalanche.evaluation.metrics.MinibatchClassAccuracy method)
(avalanche.evaluation.metrics.MinibatchCPUUsage method)
(avalanche.evaluation.metrics.MinibatchDiskUsage method)
(avalanche.evaluation.metrics.MinibatchLoss method)
(avalanche.evaluation.metrics.MinibatchMAC method)
(avalanche.evaluation.metrics.MinibatchMaxGPU method)
(avalanche.evaluation.metrics.MinibatchMaxRAM method)
(avalanche.evaluation.metrics.MinibatchR2 method)
(avalanche.evaluation.metrics.MinibatchRMSE method)
(avalanche.evaluation.metrics.MinibatchTime method)
(avalanche.evaluation.metrics.MinibatchTopkAccuracy method)
(avalanche.evaluation.metrics.MultiStreamAMCA method)
(avalanche.evaluation.metrics.PerClassMeanScores method)
(avalanche.evaluation.metrics.R2 method)
(avalanche.evaluation.metrics.R2PerTaskPluginMetric method)
(avalanche.evaluation.metrics.RMSE method)
(avalanche.evaluation.metrics.RMSEPerTaskPluginMetric method)
(avalanche.evaluation.metrics.RunningEpochAccuracy method)
(avalanche.evaluation.metrics.RunningEpochClassAccuracy method)
(avalanche.evaluation.metrics.RunningEpochCPUUsage method)
(avalanche.evaluation.metrics.RunningEpochLoss method)
(avalanche.evaluation.metrics.RunningEpochR2 method)
(avalanche.evaluation.metrics.RunningEpochRMSE method)
(avalanche.evaluation.metrics.RunningEpochTime method)
(avalanche.evaluation.metrics.RunningEpochTopkAccuracy method)
(avalanche.evaluation.metrics.StreamAccuracy method)
(avalanche.evaluation.metrics.StreamBWT method)
(avalanche.evaluation.metrics.StreamClassAccuracy method)
(avalanche.evaluation.metrics.StreamConfusionMatrix method)
(avalanche.evaluation.metrics.StreamCPUUsage method)
(avalanche.evaluation.metrics.StreamDiskUsage method)
(avalanche.evaluation.metrics.StreamForgetting method)
(avalanche.evaluation.metrics.StreamForwardTransfer method)
(avalanche.evaluation.metrics.StreamLoss method)
(avalanche.evaluation.metrics.StreamMaxGPU method)
(avalanche.evaluation.metrics.StreamMaxRAM method)
(avalanche.evaluation.metrics.StreamR2 method)
(avalanche.evaluation.metrics.StreamR2Forgetting method)
(avalanche.evaluation.metrics.StreamRMSE method)
(avalanche.evaluation.metrics.StreamRMSEForgetting method)
(avalanche.evaluation.metrics.StreamTime method)
(avalanche.evaluation.metrics.StreamTopkAccuracy method)
(avalanche.evaluation.metrics.Sum method)
(avalanche.evaluation.metrics.TaskAwareAccuracy method)
(avalanche.evaluation.metrics.TaskAwareLoss method)
(avalanche.evaluation.metrics.TaskAwareR2 method)
(avalanche.evaluation.metrics.TaskAwareRMSE method)
(avalanche.evaluation.metrics.TopkAccuracy method)
(avalanche.evaluation.metrics.TrainedExperienceAccuracy method)
(avalanche.evaluation.metrics.TrainedExperienceR2 method)
(avalanche.evaluation.metrics.TrainedExperienceRMSE method)
(avalanche.evaluation.metrics.TrainedExperienceTopkAccuracy method)
(avalanche.evaluation.metrics.WandBStreamConfusionMatrix method)
(avalanche.evaluation.metrics.WeightCheckpoint method)
(avalanche.logging.BaseLogger method)
(avalanche.logging.CSVLogger method)
(avalanche.logging.InteractiveLogger method)
(avalanche.logging.TensorboardLogger method)
(avalanche.logging.TextLogger method)
(avalanche.logging.WandBLogger method)
(avalanche.models.BaseModel method)
(avalanche.models.cosine_layer.CosineLinear method)
(avalanche.models.cosine_layer.SplitCosineLinear method)
(avalanche.models.CosineIncrementalClassifier method)
(avalanche.models.DynamicModule method)
(avalanche.models.ExpertGate method)
(avalanche.models.FeatureExtractorBackbone method)
(avalanche.models.FeCAMClassifier method)
(avalanche.models.IcarlNet method)
(avalanche.models.IncrementalClassifier method)
(avalanche.models.LeNet5 method)
(avalanche.models.LinearAdapter method)
(avalanche.models.MLP method)
(avalanche.models.MLPAdapter method)
(avalanche.models.MlpVAE method)
(avalanche.models.MobilenetV1 method)
(avalanche.models.MTSimpleCNN method)
(avalanche.models.MTSimpleMLP method)
(avalanche.models.MTSimpleSequenceClassifier method)
(avalanche.models.MTSlimResNet18 method)
(avalanche.models.MultiHeadClassifier method)
(avalanche.models.MultiTaskModule method)
(avalanche.models.NCMClassifier method)
(avalanche.models.packnet.PackNetModel method)
(avalanche.models.packnet.WeightAndBiasPackNetModule method)
(avalanche.models.PNN method)
(avalanche.models.PNNColumn method)
(avalanche.models.PNNLayer method)
(avalanche.models.SimpleCNN method)
(avalanche.models.SimpleMLP method)
(avalanche.models.SimpleMLP_TinyImageNet method)
(avalanche.models.SimpleSequenceClassifier method)
(avalanche.models.SLDAResNetModel method)
(avalanche.models.TrainEvalModel method)
(avalanche.training.ACECriterion method)
(avalanche.training.AGEM method)
(avalanche.training.AMLCriterion method)
(avalanche.training.AR1 method)
(avalanche.training.BalancedExemplarsBuffer method)
(avalanche.training.BiC method)
(avalanche.training.ClassBalancedBuffer method)
(avalanche.training.ClosestToCenterSelectionStrategy method)
(avalanche.training.CoPE method)
(avalanche.training.Cumulative method)
(avalanche.training.CWRStar method)
(avalanche.training.DER method)
(avalanche.training.ER_ACE method)
(avalanche.training.ER_AML method)
(avalanche.training.EWC method)
(avalanche.training.ExemplarsBuffer method)
(avalanche.training.ExemplarsSelectionStrategy method)
(avalanche.training.ExperienceBalancedBuffer method)
(avalanche.training.ExpertGateStrategy method)
(avalanche.training.FeatureBasedExemplarsSelectionStrategy method)
(avalanche.training.FeatureReplay method)
(avalanche.training.FromScratchTraining method)
(avalanche.training.GDumb method)
(avalanche.training.GEM method)
(avalanche.training.GenerativeReplay method)
(avalanche.training.GSS_greedy method)
(avalanche.training.HerdingSelectionStrategy method)
(avalanche.training.ICaRL method)
(avalanche.training.ICaRLLossPlugin method)
(avalanche.training.IL2M method)
(avalanche.training.JointTraining method)
(avalanche.training.LearningToPrompt method)
(avalanche.training.LearningWithoutForgetting method)
(avalanche.training.LFL method)
(avalanche.training.LwF method)
(avalanche.training.MAS method)
(avalanche.training.MaskedCrossEntropy method)
(avalanche.training.MER method)
(avalanche.training.MIR method)
(avalanche.training.Naive method)
(avalanche.training.PackNet method)
(avalanche.training.ParametricBuffer method)
(avalanche.training.plugins.AGEMPlugin method)
(avalanche.training.plugins.BiCPlugin method)
(avalanche.training.plugins.CoPEPlugin method)
(avalanche.training.plugins.CurrentDataFeCAMUpdate method)
(avalanche.training.plugins.CurrentDataNCMUpdate method)
(avalanche.training.plugins.CWRStarPlugin method)
(avalanche.training.plugins.EarlyStoppingPlugin method)
(avalanche.training.plugins.EvaluationPlugin method)
(avalanche.training.plugins.EWCPlugin method)
(avalanche.training.plugins.FeatureDistillationPlugin method)
(avalanche.training.plugins.FeCAMOracle method)
(avalanche.training.plugins.FromScratchTrainingPlugin method)
(avalanche.training.plugins.GDumbPlugin method)
(avalanche.training.plugins.GEMPlugin method)
(avalanche.training.plugins.GenerativeReplayPlugin method)
(avalanche.training.plugins.GSS_greedyPlugin method)
(avalanche.training.plugins.IL2MPlugin method)
(avalanche.training.plugins.LFLPlugin method)
(avalanche.training.plugins.LRSchedulerPlugin method)
(avalanche.training.plugins.LwFPlugin method)
(avalanche.training.plugins.MASPlugin method)
(avalanche.training.plugins.MemoryFeCAMUpdate method)
(avalanche.training.plugins.MemoryNCMUpdate method)
(avalanche.training.plugins.MIRPlugin method)
(avalanche.training.plugins.NCMOracle method)
(avalanche.training.plugins.RARPlugin method)
(avalanche.training.plugins.ReplayPlugin method)
(avalanche.training.plugins.RWalkPlugin method)
(avalanche.training.plugins.SynapticIntelligencePlugin method)
(avalanche.training.plugins.TrainGeneratorAfterExpPlugin method)
(avalanche.training.PNNStrategy method)
(avalanche.training.RandomExemplarsSelectionStrategy method)
(avalanche.training.RegularizationMethod method)
(avalanche.training.Replay method)
(avalanche.training.ReservoirSamplingBuffer method)
(avalanche.training.SCR method)
(avalanche.training.SCRLoss method)
(avalanche.training.StreamingLDA method)
(avalanche.training.supervised.lamaml.LaMAML method)
(avalanche.training.supervised.lamaml_v2.LaMAML method)
(avalanche.training.SynapticIntelligence method)
(avalanche.training.templates.BaseSGDTemplate method)
(avalanche.training.templates.BaseTemplate method)
(avalanche.training.templates.SupervisedTemplate method)
A
Accuracy (class in avalanche.evaluation.metrics)
accuracy_metrics() (in module avalanche.evaluation.metrics)
AccuracyMatrixPluginMetric (class in avalanche.evaluation.metrics)
AccuracyPerTaskPluginMetric (class in avalanche.evaluation.metrics)
ACECriterion (class in avalanche.training)
add_new_params_to_optimizer() (in module avalanche.models.dynamic_optimizers)
AGEM (class in avalanche.training)
AGEMPlugin (class in avalanche.training.plugins)
amca_metrics() (in module avalanche.evaluation.metrics)
AMLCriterion (class in avalanche.training)
AR1 (class in avalanche.training)
as_multitask() (in module avalanche.models)
avalanche_forward() (in module avalanche.models)
AvalancheDataset (class in avalanche.benchmarks.utils)
AverageMeanClassAccuracy (class in avalanche.evaluation.metrics)
B
BalancedExemplarsBuffer (class in avalanche.training)
BaseLogger (class in avalanche.logging)
BaseModel (class in avalanche.models)
BasePlugin (class in avalanche.core)
BaseSGDPlugin (class in avalanche.core)
BaseSGDTemplate (class in avalanche.training.templates)
BaseTemplate (class in avalanche.training.templates)
benchmark_from_datasets() (in module avalanche.benchmarks)
benchmark_with_validation_stream() (in module avalanche.benchmarks)
(in module avalanche.benchmarks.scenarios)
BiC (class in avalanche.training)
BiCPlugin (class in avalanche.training.plugins)
BWT (class in avalanche.evaluation.metrics)
bwt_metrics() (in module avalanche.evaluation.metrics)
C
class_accuracy_metrics() (in module avalanche.evaluation.metrics)
class_incremental_benchmark() (in module avalanche.benchmarks)
ClassAccuracy (class in avalanche.evaluation.metrics)
ClassBalancedBuffer (class in avalanche.training)
ClassificationExperience (class in avalanche.benchmarks.scenarios)
ClassificationStream (class in avalanche.benchmarks.scenarios)
CLEAR() (in module avalanche.benchmarks.classic)
CLEARDataset (class in avalanche.benchmarks.datasets)
CLExperience (class in avalanche.benchmarks.scenarios)
ClosestToCenterSelectionStrategy (class in avalanche.training)
CLScenario (class in avalanche.benchmarks.scenarios)
CLStream (class in avalanche.benchmarks.scenarios)
CLStream51() (in module avalanche.benchmarks.classic)
confusion_matrix_metrics() (in module avalanche.evaluation.metrics)
ConfusionMatrix (class in avalanche.evaluation.metrics)
constructor_based_serialization() (in module avalanche.checkpointing)
CoPE (class in avalanche.training)
CoPEPlugin (class in avalanche.training.plugins)
CORe50() (in module avalanche.benchmarks.classic)
CORe50Dataset (class in avalanche.benchmarks.datasets)
CosineIncrementalClassifier (class in avalanche.models)
CosineLinear (class in avalanche.models.cosine_layer)
cpu_usage_metrics() (in module avalanche.evaluation.metrics)
CPUUsage (class in avalanche.evaluation.metrics)
CSVLogger (class in avalanche.logging)
CUB200 (class in avalanche.benchmarks.datasets)
Cumulative (class in avalanche.training)
CumulativeAccuracy (class in avalanche.evaluation.metrics)
CumulativeAccuracyPluginMetric (class in avalanche.evaluation.metrics)
CumulativeForgettingPluginMetric (class in avalanche.evaluation.metrics)
CurrentDataFeCAMUpdate (class in avalanche.training.plugins)
CurrentDataNCMUpdate (class in avalanche.training.plugins)
CWRStar (class in avalanche.training)
CWRStarPlugin (class in avalanche.training.plugins)
D
DataAttribute (class in avalanche.benchmarks.utils)
DER (class in avalanche.training)
DetectionMetrics (class in avalanche.evaluation.metrics.detection)
disk_usage_metrics() (in module avalanche.evaluation.metrics)
DiskUsage (class in avalanche.evaluation.metrics)
DynamicModule (class in avalanche.models)
E
EagerCLStream (class in avalanche.benchmarks.scenarios)
EarlyStoppingPlugin (class in avalanche.training.plugins)
ElapsedTime (class in avalanche.evaluation.metrics)
EndlessCLSim() (in module avalanche.benchmarks.classic)
EndlessCLSimDataset (class in avalanche.benchmarks.datasets)
EpochAccuracy (class in avalanche.evaluation.metrics)
EpochClassAccuracy (class in avalanche.evaluation.metrics)
EpochCPUUsage (class in avalanche.evaluation.metrics)
EpochDiskUsage (class in avalanche.evaluation.metrics)
EpochLoss (class in avalanche.evaluation.metrics)
EpochMAC (class in avalanche.evaluation.metrics)
EpochMaxGPU (class in avalanche.evaluation.metrics)
EpochMaxRAM (class in avalanche.evaluation.metrics)
EpochR2 (class in avalanche.evaluation.metrics)
EpochRMSE (class in avalanche.evaluation.metrics)
EpochTime (class in avalanche.evaluation.metrics)
EpochTopkAccuracy (class in avalanche.evaluation.metrics)
ER_ACE (class in avalanche.training)
ER_AML (class in avalanche.training)
EvaluationPlugin (class in avalanche.training.plugins)
EWC (class in avalanche.training)
EWCPlugin (class in avalanche.training.plugins)
ExemplarsBuffer (class in avalanche.training)
ExemplarsSelectionStrategy (class in avalanche.training)
ExMLCIFAR10 (class in avalanche.benchmarks.classic)
ExMLCoRE50 (class in avalanche.benchmarks.classic)
ExMLMNIST (class in avalanche.benchmarks.classic)
ExModelCLScenario (class in avalanche.benchmarks.scenarios)
ExModelExperience (class in avalanche.benchmarks.scenarios)
ExperienceAccuracy (class in avalanche.evaluation.metrics)
ExperienceAttribute (class in avalanche.benchmarks.scenarios)
ExperienceBalancedBuffer (class in avalanche.training)
ExperienceBWT (class in avalanche.evaluation.metrics)
ExperienceClassAccuracy (class in avalanche.evaluation.metrics)
ExperienceCPUUsage (class in avalanche.evaluation.metrics)
ExperienceDiskUsage (class in avalanche.evaluation.metrics)
ExperienceForgetting (class in avalanche.evaluation.metrics)
ExperienceForwardTransfer (class in avalanche.evaluation.metrics)
ExperienceLoss (class in avalanche.evaluation.metrics)
ExperienceMAC (class in avalanche.evaluation.metrics)
ExperienceMaxGPU (class in avalanche.evaluation.metrics)
ExperienceMaxRAM (class in avalanche.evaluation.metrics)
ExperienceR2 (class in avalanche.evaluation.metrics)
ExperienceR2Forgetting (class in avalanche.evaluation.metrics)
ExperienceRMSE (class in avalanche.evaluation.metrics)
ExperienceRMSEForgetting (class in avalanche.evaluation.metrics)
ExperienceTime (class in avalanche.evaluation.metrics)
ExperienceTopkAccuracy (class in avalanche.evaluation.metrics)
ExpertGate (class in avalanche.models)
ExpertGateStrategy (class in avalanche.training)
F
FeatureBasedExemplarsSelectionStrategy (class in avalanche.training)
FeatureDistillationPlugin (class in avalanche.training.plugins)
FeatureExtractorBackbone (class in avalanche.models)
FeatureReplay (class in avalanche.training)
FeCAMClassifier (class in avalanche.models)
FeCAMOracle (class in avalanche.training.plugins)
Forgetting (class in avalanche.evaluation.metrics)
forgetting_metrics() (in module avalanche.evaluation.metrics)
forward_transfer_metrics() (in module avalanche.evaluation.metrics)
ForwardTransfer (class in avalanche.evaluation.metrics)
FromScratchTraining (class in avalanche.training)
FromScratchTrainingPlugin (class in avalanche.training.plugins)
G
GDumb (class in avalanche.training)
GDumbPlugin (class in avalanche.training.plugins)
GEM (class in avalanche.training)
GEMPlugin (class in avalanche.training.plugins)
GenerativeReplay (class in avalanche.training)
GenerativeReplayPlugin (class in avalanche.training.plugins)
GenericPluginMetric (class in avalanche.evaluation.metric_definitions)
get_detection_api_from_dataset() (in module avalanche.evaluation.metrics.detection)
get_model() (in module avalanche.models.pytorchcv_wrapper)
gpu_usage_metrics() (in module avalanche.evaluation.metrics)
GroupBalancedDataLoader (class in avalanche.benchmarks.utils.data_loader)
GroupBalancedInfiniteDataLoader (class in avalanche.benchmarks.utils.data_loader)
GSS_greedy (class in avalanche.training)
GSS_greedyPlugin (class in avalanche.training.plugins)
H
HerdingSelectionStrategy (class in avalanche.training)
I
ICaRL (class in avalanche.training)
ICaRLLossPlugin (class in avalanche.training)
IcarlNet (class in avalanche.models)
IL2M (class in avalanche.training)
IL2MPlugin (class in avalanche.training.plugins)
images_samples_metrics() (in module avalanche.evaluation.metrics)
ImagesSamplePlugin (class in avalanche.evaluation.metrics)
INATURALIST2018 (class in avalanche.benchmarks.datasets)
IncrementalClassifier (class in avalanche.models)
initialize_icarl_net() (in module avalanche.models)
InteractiveLogger (class in avalanche.logging)
J
JointTraining (class in avalanche.training)
L
labels_repartition_metrics() (in module avalanche.evaluation.metrics)
LabelsRepartition (class in avalanche.evaluation.metrics)
LaMAML (class in avalanche.training.supervised.lamaml)
(class in avalanche.training.supervised.lamaml_v2)
LearningToPrompt (class in avalanche.training)
LearningWithoutForgetting (class in avalanche.training)
LeNet5 (class in avalanche.models)
LFL (class in avalanche.training)
LFLPlugin (class in avalanche.training.plugins)
LinearAdapter (class in avalanche.models)
LoggingType (class in avalanche.evaluation.metric_results)
loss_metrics() (in module avalanche.evaluation.metrics)
LossMetric (class in avalanche.evaluation.metrics)
LRSchedulerPlugin (class in avalanche.training.plugins)
LwF (class in avalanche.training)
LwFPlugin (class in avalanche.training.plugins)
M
MAC (class in avalanche.evaluation.metrics)
MAC_metrics() (in module avalanche.evaluation.metrics)
make_avalanche_dataset() (in module avalanche.benchmarks.utils)
make_icarl_net() (in module avalanche.models)
make_lvis_metrics() (in module avalanche.evaluation.metrics.detection)
MAS (class in avalanche.training)
MaskedCrossEntropy (class in avalanche.training)
MASPlugin (class in avalanche.training.plugins)
MaxGPU (class in avalanche.evaluation.metrics)
MaxRAM (class in avalanche.evaluation.metrics)
maybe_load_checkpoint() (in module avalanche.checkpointing)
Mean (class in avalanche.evaluation.metrics)
mean_scores_metrics() (in module avalanche.evaluation.metrics)
MeanNewOldScores (class in avalanche.evaluation.metrics)
MeanScores (class in avalanche.evaluation.metrics)
MemoryFeCAMUpdate (class in avalanche.training.plugins)
MemoryNCMUpdate (class in avalanche.training.plugins)
MER (class in avalanche.training)
Metric (class in avalanche.evaluation.metric_definitions)
MetricValue (class in avalanche.evaluation.metric_results)
MinibatchAccuracy (class in avalanche.evaluation.metrics)
MinibatchClassAccuracy (class in avalanche.evaluation.metrics)
MinibatchCPUUsage (class in avalanche.evaluation.metrics)
MinibatchDiskUsage (class in avalanche.evaluation.metrics)
MinibatchLoss (class in avalanche.evaluation.metrics)
MinibatchMAC (class in avalanche.evaluation.metrics)
MinibatchMaxGPU (class in avalanche.evaluation.metrics)
MinibatchMaxRAM (class in avalanche.evaluation.metrics)
MinibatchR2 (class in avalanche.evaluation.metrics)
MinibatchRMSE (class in avalanche.evaluation.metrics)
MinibatchTime (class in avalanche.evaluation.metrics)
MinibatchTopkAccuracy (class in avalanche.evaluation.metrics)
MiniImageNetDataset (class in avalanche.benchmarks.datasets)
MIR (class in avalanche.training)
MIRPlugin (class in avalanche.training.plugins)
MLP (class in avalanche.models)
MLPAdapter (class in avalanche.models)
MlpVAE (class in avalanche.models)
MobilenetV1 (class in avalanche.models)
MTSimpleCNN (class in avalanche.models)
MTSimpleMLP (class in avalanche.models)
MTSimpleSequenceClassifier (class in avalanche.models)
MTSlimResNet18 (class in avalanche.models)
MultiHeadClassifier (class in avalanche.models)
MultiStreamAMCA (class in avalanche.evaluation.metrics)
MultiTaskModule (class in avalanche.models)
N
Naive (class in avalanche.training)
NCExperience (class in avalanche.benchmarks.scenarios)
NCMClassifier (class in avalanche.models)
NCMOracle (class in avalanche.training.plugins)
NCScenario (class in avalanche.benchmarks.scenarios)
new_instances_benchmark() (in module avalanche.benchmarks)
NIExperience (class in avalanche.benchmarks.scenarios)
NIScenario (class in avalanche.benchmarks.scenarios)
O
Omniglot (class in avalanche.benchmarks.datasets)
OnlineCLExperience (class in avalanche.benchmarks.scenarios)
OnlineCLScenario (class in avalanche.benchmarks.scenarios)
OpenLORIS (class in avalanche.benchmarks.datasets)
OpenLORIS() (in module avalanche.benchmarks.classic)
P
PackNet (class in avalanche.training)
packnet_simple_mlp() (in module avalanche.models.packnet)
PackNetModel (class in avalanche.models.packnet)
ParametricBuffer (class in avalanche.training)
PerClassMeanScores (class in avalanche.evaluation.metrics)
PermutedMNIST() (in module avalanche.benchmarks.classic)
PluginMetric (class in avalanche.evaluation.metric_definitions)
PNN (class in avalanche.models)
PNNColumn (class in avalanche.models)
PNNLayer (class in avalanche.models)
PNNStrategy (class in avalanche.training)
R
R2 (class in avalanche.evaluation.metrics)
r2_forgetting_metrics() (in module avalanche.evaluation.metrics)
r2_metrics() (in module avalanche.evaluation.metrics)
R2PerTaskPluginMetric (class in avalanche.evaluation.metrics)
ram_usage_metrics() (in module avalanche.evaluation.metrics)
RandomExemplarsSelectionStrategy (class in avalanche.training)
RARPlugin (class in avalanche.training.plugins)
RegularizationMethod (class in avalanche.training)
Replay (class in avalanche.training)
ReplayDataLoader (class in avalanche.benchmarks.utils.data_loader)
ReplayPlugin (class in avalanche.training.plugins)
ReservoirSamplingBuffer (class in avalanche.training)
reset_optimizer() (in module avalanche.models.dynamic_optimizers)
RMSE (class in avalanche.evaluation.metrics)
rmse_forgetting_metrics() (in module avalanche.evaluation.metrics)
rmse_metrics() (in module avalanche.evaluation.metrics)
RMSEPerTaskPluginMetric (class in avalanche.evaluation.metrics)
RotatedMNIST() (in module avalanche.benchmarks.classic)
RunningEpochAccuracy (class in avalanche.evaluation.metrics)
RunningEpochClassAccuracy (class in avalanche.evaluation.metrics)
RunningEpochCPUUsage (class in avalanche.evaluation.metrics)
RunningEpochLoss (class in avalanche.evaluation.metrics)
RunningEpochR2 (class in avalanche.evaluation.metrics)
RunningEpochRMSE (class in avalanche.evaluation.metrics)
RunningEpochTime (class in avalanche.evaluation.metrics)
RunningEpochTopkAccuracy (class in avalanche.evaluation.metrics)
RWalkPlugin (class in avalanche.training.plugins)
S
save_checkpoint() (in module avalanche.checkpointing)
SCR (class in avalanche.training)
SCRLoss (class in avalanche.training)
SimpleCNN (class in avalanche.models)
SimpleMLP (class in avalanche.models)
SimpleMLP_TinyImageNet (class in avalanche.models)
SimpleSequenceClassifier (class in avalanche.models)
SLDAResNetModel (class in avalanche.models)
SlimResNet18() (in module avalanche.models)
SpeechCommands() (in module avalanche.benchmarks.datasets.torchaudio_wrapper)
split_continuous_linear_decay_stream() (in module avalanche.benchmarks)
split_online_stream() (in module avalanche.benchmarks)
split_validation_class_balanced() (in module avalanche.benchmarks)
split_validation_random() (in module avalanche.benchmarks)
SplitCIFAR10() (in module avalanche.benchmarks.classic)
SplitCIFAR100() (in module avalanche.benchmarks.classic)
SplitCIFAR110() (in module avalanche.benchmarks.classic)
SplitCosineLinear (class in avalanche.models.cosine_layer)
SplitCUB200() (in module avalanche.benchmarks.classic)
SplitFMNIST() (in module avalanche.benchmarks.classic)
SplitImageNet() (in module avalanche.benchmarks.classic)
SplitInaturalist() (in module avalanche.benchmarks.classic)
SplitMNIST() (in module avalanche.benchmarks.classic)
SplitOmniglot() (in module avalanche.benchmarks.classic)
SplitTinyImageNet() (in module avalanche.benchmarks.classic)
Stream51 (class in avalanche.benchmarks.datasets)
StreamAccuracy (class in avalanche.evaluation.metrics)
StreamBWT (class in avalanche.evaluation.metrics)
StreamClassAccuracy (class in avalanche.evaluation.metrics)
StreamConfusionMatrix (class in avalanche.evaluation.metrics)
StreamCPUUsage (class in avalanche.evaluation.metrics)
StreamDiskUsage (class in avalanche.evaluation.metrics)
StreamForgetting (class in avalanche.evaluation.metrics)
StreamForwardTransfer (class in avalanche.evaluation.metrics)
StreamingLDA (class in avalanche.training)
StreamLoss (class in avalanche.evaluation.metrics)
StreamMaxGPU (class in avalanche.evaluation.metrics)
StreamMaxRAM (class in avalanche.evaluation.metrics)
StreamR2 (class in avalanche.evaluation.metrics)
StreamR2Forgetting (class in avalanche.evaluation.metrics)
StreamRMSE (class in avalanche.evaluation.metrics)
StreamRMSEForgetting (class in avalanche.evaluation.metrics)
StreamTime (class in avalanche.evaluation.metrics)
StreamTopkAccuracy (class in avalanche.evaluation.metrics)
Sum (class in avalanche.evaluation.metrics)
SupervisedPlugin (class in avalanche.core)
SupervisedTemplate (class in avalanche.training.templates)
SynapticIntelligence (class in avalanche.training)
SynapticIntelligencePlugin (class in avalanche.training.plugins)
T
task_incremental_benchmark() (in module avalanche.benchmarks)
TaskAwareAccuracy (class in avalanche.evaluation.metrics)
TaskAwareLoss (class in avalanche.evaluation.metrics)
TaskAwareR2 (class in avalanche.evaluation.metrics)
TaskAwareRMSE (class in avalanche.evaluation.metrics)
TaskBalancedDataLoader (class in avalanche.benchmarks.utils.data_loader)
TaskSet (class in avalanche.benchmarks.utils)
TensorboardLogger (class in avalanche.logging)
TextLogger (class in avalanche.logging)
timing_metrics() (in module avalanche.evaluation.metrics)
TinyImagenet (class in avalanche.benchmarks.datasets)
topk_acc_metrics() (in module avalanche.evaluation.metrics)
TopkAccuracy (class in avalanche.evaluation.metrics)
TrainedExperienceAccuracy (class in avalanche.evaluation.metrics)
TrainedExperienceR2 (class in avalanche.evaluation.metrics)
TrainedExperienceRMSE (class in avalanche.evaluation.metrics)
TrainedExperienceTopkAccuracy (class in avalanche.evaluation.metrics)
TrainEvalModel (class in avalanche.models)
TrainGeneratorAfterExpPlugin (class in avalanche.training.plugins)
U
update_optimizer() (in module avalanche.models.dynamic_optimizers)
W
WandBLogger (class in avalanche.logging)
WandBStreamConfusionMatrix (class in avalanche.evaluation.metrics)
WeightAndBiasPackNetModule (class in avalanche.models.packnet)
WeightCheckpoint (class in avalanche.evaluation.metrics)
with_classes_timeline() (in module avalanche.benchmarks)
with_task_labels() (in module avalanche.benchmarks)