v0.1.0
Avalanche API
Benchmarks module
avalanche.benchmarks
Classic Benchmarks
CORe50-based benchmarks
CIFAR-based benchmarks
CUB200-based benchmarks
EndlessCLSim-based benchmarks
FashionMNIST-based benchmarks
ImageNet-based benchmarks
iNaturalist-based benchmarks
MNIST-based benchmarks
Omniglot-based benchmarks
OpenLORIS-based benchmarks
Stream51-based benchmarks
Datasets
avalanche.benchmarks.datasets.CORe50Dataset
avalanche.benchmarks.datasets.CUB200
avalanche.benchmarks.datasets.EndlessCLSimDataset
avalanche.benchmarks.datasets.INATURALIST2018
avalanche.benchmarks.datasets.MiniImageNetDataset
avalanche.benchmarks.datasets.Omniglot
avalanche.benchmarks.datasets.OpenLORIS
avalanche.benchmarks.datasets.Stream51
avalanche.benchmarks.datasets.TinyImagenet
Benchmark Generators
Generators for Class/Task/Domain-incremental benchmarks
Starting from tensor lists, file lists, PyTorch datasets
Misc (make data-incremental, add a validation stream, …)
Utils (Data Loading and AvalancheDataset)
Data Loaders
AvalancheDataset
Evaluation module
evaluation.metrics
Metrics helper functions
avalanche.evaluation.metrics.accuracy_metrics
avalanche.evaluation.metrics.loss_metrics
avalanche.evaluation.metrics.bwt_metrics
avalanche.evaluation.metrics.forgetting_metrics
avalanche.evaluation.metrics.forward_transfer_metrics
avalanche.evaluation.metrics.confusion_matrix_metrics
avalanche.evaluation.metrics.cpu_usage_metrics
avalanche.evaluation.metrics.disk_usage_metrics
avalanche.evaluation.metrics.gpu_usage_metrics
avalanche.evaluation.metrics.ram_usage_metrics
avalanche.evaluation.metrics.timing_metrics
avalanche.evaluation.metrics.MAC_metrics
avalanche.evaluation.metrics.labels_repartition_metrics
avalanche.evaluation.metrics.mean_scores_metrics
Stream Metrics
avalanche.evaluation.metrics.StreamAccuracy
avalanche.evaluation.metrics.TrainedExperienceAccuracy
avalanche.evaluation.metrics.StreamLoss
avalanche.evaluation.metrics.StreamBWT
avalanche.evaluation.metrics.StreamForgetting
avalanche.evaluation.metrics.StreamForwardTransfer
avalanche.evaluation.metrics.StreamConfusionMatrix
avalanche.evaluation.metrics.WandBStreamConfusionMatrix
avalanche.evaluation.metrics.StreamCPUUsage
avalanche.evaluation.metrics.StreamDiskUsage
avalanche.evaluation.metrics.StreamTime
avalanche.evaluation.metrics.StreamMaxRAM
avalanche.evaluation.metrics.StreamMaxGPU
avalanche.evaluation.metrics.MeanScoresEvalPluginMetric
Experience Metrics
avalanche.evaluation.metrics.ExperienceAccuracy
avalanche.evaluation.metrics.ExperienceLoss
avalanche.evaluation.metrics.ExperienceBWT
avalanche.evaluation.metrics.ExperienceForgetting
avalanche.evaluation.metrics.ExperienceForwardTransfer
avalanche.evaluation.metrics.ExperienceCPUUsage
avalanche.evaluation.metrics.ExperienceDiskUsage
avalanche.evaluation.metrics.ExperienceTime
avalanche.evaluation.metrics.ExperienceMAC
avalanche.evaluation.metrics.ExperienceMaxRAM
avalanche.evaluation.metrics.ExperienceMaxGPU
Epoch Metrics
avalanche.evaluation.metrics.EpochAccuracy
avalanche.evaluation.metrics.EpochLoss
avalanche.evaluation.metrics.EpochCPUUsage
avalanche.evaluation.metrics.EpochDiskUsage
avalanche.evaluation.metrics.EpochTime
avalanche.evaluation.metrics.EpochMAC
avalanche.evaluation.metrics.EpochMaxRAM
avalanche.evaluation.metrics.EpochMaxGPU
avalanche.evaluation.metrics.MeanScoresTrainPluginMetric
RunningEpoch Metrics
avalanche.evaluation.metrics.RunningEpochAccuracy
avalanche.evaluation.metrics.RunningEpochLoss
avalanche.evaluation.metrics.RunningEpochCPUUsage
avalanche.evaluation.metrics.RunningEpochTime
Minibatch Metrics
avalanche.evaluation.metrics.MinibatchAccuracy
avalanche.evaluation.metrics.MinibatchLoss
avalanche.evaluation.metrics.MinibatchCPUUsage
avalanche.evaluation.metrics.MinibatchDiskUsage
avalanche.evaluation.metrics.MinibatchTime
avalanche.evaluation.metrics.MinibatchMAC
avalanche.evaluation.metrics.MinibatchMaxRAM
avalanche.evaluation.metrics.MinibatchMaxGPU
evaluation.metric_definitions
avalanche.evaluation.metric_definitions.Metric
avalanche.evaluation.metric_definitions.PluginMetric
avalanche.evaluation.metric_definitions.GenericPluginMetric
Logging module
logging
Loggers
avalanche.logging.InteractiveLogger
avalanche.logging.TensorboardLogger
avalanche.logging.WandBLogger
avalanche.logging.TextLogger
avalanche.logging.CSVLogger
avalanche.logging.StrategyLogger
Models module
models
Dynamic Modules
avalanche.models.MultiTaskModule
avalanche.models.IncrementalClassifier
avalanche.models.MultiHeadClassifier
avalanche.models.TrainEvalModel
Models
avalanche.models.PNN
avalanche.models.make_icarl_net
avalanche.models.SimpleMLP_TinyImageNet
avalanche.models.SimpleCNN
avalanche.models.MTSimpleCNN
avalanche.models.SimpleMLP
avalanche.models.MTSimpleMLP
avalanche.models.MobilenetV1
avalanche.models.NCMClassifier
avalanche.models.SLDAResNetModel
avalanche.models.pytorchcv_wrapper.get_model
Model Utilities
avalanche.models.avalanche_forward
avalanche.models.as_multitask
avalanche.models.initialize_icarl_net
Dynamic optimizer utilities
avalanche.models.dynamic_optimizers.reset_optimizer
avalanche.models.dynamic_optimizers.update_optimizer
avalanche.models.dynamic_optimizers.add_new_params_to_optimizer
Training module
Training Strategies
avalanche.training.BaseStrategy
avalanche.training.Cumulative
avalanche.training.JointTraining
avalanche.training.Naive
avalanche.training.AR1
avalanche.training.StreamingLDA
avalanche.training.ICaRL
avalanche.training.PNNStrategy
avalanche.training.CWRStar
avalanche.training.Replay
avalanche.training.GSS_greedy
avalanche.training.GDumb
avalanche.training.LwF
avalanche.training.AGEM
avalanche.training.GEM
avalanche.training.EWC
avalanche.training.SynapticIntelligence
avalanche.training.CoPE
avalanche.training.LFL
Replay Buffers
avalanche.training.ExemplarsBuffer
avalanche.training.ReservoirSamplingBuffer
avalanche.training.BalancedExemplarsBuffer
avalanche.training.ExperienceBalancedBuffer
avalanche.training.ClassBalancedBuffer
avalanche.training.ParametricBuffer
Selection strategies
avalanche.training.ExemplarsSelectionStrategy
avalanche.training.RandomExemplarsSelectionStrategy
avalanche.training.FeatureBasedExemplarsSelectionStrategy
avalanche.training.HerdingSelectionStrategy
avalanche.training.ClosestToCenterSelectionStrategy
Loss Functions
avalanche.training.ICaRLLossPlugin
Training Plugins
Utilities
avalanche.training.plugins.StrategyPlugin
avalanche.training.plugins.EarlyStoppingPlugin
avalanche.training.plugins.EvaluationPlugin
avalanche.training.plugins.LRSchedulerPlugin
Strategies
avalanche.training.plugins.AGEMPlugin
avalanche.training.plugins.CoPEPlugin
avalanche.training.plugins.CWRStarPlugin
avalanche.training.plugins.EWCPlugin
avalanche.training.plugins.GDumbPlugin
avalanche.training.plugins.GEMPlugin
avalanche.training.plugins.GSS_greedyPlugin
avalanche.training.plugins.LFLPlugin
avalanche.training.plugins.LwFPlugin
avalanche.training.plugins.ReplayPlugin
avalanche.training.plugins.SynapticIntelligencePlugin
Avalanche
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Models module
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avalanche.models.avalanche_forward
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avalanche.models.avalanche_forward
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avalanche_forward
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v: v0.1.0
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