Index _ | A | B | C | D | E | F | G | H | I | L | M | N | O | P | Q | R | S | T | U | W _ __init__() (catalyst.callbacks.backward.BackwardCallback method) (catalyst.callbacks.batch_overfit.BatchOverfitCallback method) (catalyst.callbacks.batch_transform.BatchTransformCallback method) (catalyst.callbacks.checkpoint.CheckpointCallback method) (catalyst.callbacks.control_flow.ControlFlowCallbackWrapper method) (catalyst.callbacks.criterion.CriterionCallback method) (catalyst.callbacks.metric.BatchMetricCallback method) (catalyst.callbacks.metric_aggregation.MetricAggregationCallback method) (catalyst.callbacks.metrics.accuracy.AccuracyCallback method) (catalyst.callbacks.metrics.accuracy.MultilabelAccuracyCallback method) (catalyst.callbacks.metrics.auc.AUCCallback method) (catalyst.callbacks.metrics.classification.MultilabelPrecisionRecallF1SupportCallback method) (catalyst.callbacks.metrics.classification.PrecisionRecallF1SupportCallback method) (catalyst.callbacks.metrics.cmc_score.CMCScoreCallback method) (catalyst.callbacks.metrics.cmc_score.ReidCMCScoreCallback method) (catalyst.callbacks.metrics.confusion_matrix.ConfusionMatrixCallback method) (catalyst.callbacks.metrics.functional_metric.FunctionalMetricCallback method) (catalyst.callbacks.metrics.r2_squared.R2SquaredCallback method) (catalyst.callbacks.metrics.recsys.HitrateCallback method) (catalyst.callbacks.metrics.recsys.MAPCallback method) (catalyst.callbacks.metrics.recsys.MRRCallback method) (catalyst.callbacks.metrics.recsys.NDCGCallback method) (catalyst.callbacks.metrics.scikit_learn.SklearnBatchCallback method) (catalyst.callbacks.metrics.scikit_learn.SklearnLoaderCallback method) (catalyst.callbacks.metrics.segmentation.DiceCallback method) (catalyst.callbacks.metrics.segmentation.IOUCallback method) (catalyst.callbacks.metrics.segmentation.TrevskyCallback method) (catalyst.callbacks.misc.CheckRunCallback method) (catalyst.callbacks.misc.EarlyStoppingCallback method) (catalyst.callbacks.misc.TimerCallback method) (catalyst.callbacks.mixup.MixupCallback method) (catalyst.callbacks.optimizer.OptimizerCallback method) (catalyst.callbacks.optuna.OptunaPruningCallback method) (catalyst.callbacks.periodic_loader.PeriodicLoaderCallback method) (catalyst.callbacks.scheduler.LRFinder method) (catalyst.callbacks.scheduler.SchedulerCallback method) (catalyst.contrib.data.sampler.BalanceBatchSampler method) (catalyst.contrib.data.sampler.DynamicBalanceClassSampler method) (catalyst.contrib.data.sampler_inbatch.AllTripletsSampler method) (catalyst.contrib.data.sampler_inbatch.HardTripletsSampler method) (catalyst.contrib.data.transforms.Compose method) (catalyst.contrib.data.transforms.ImageToTensor method) (catalyst.contrib.data.transforms.NormalizeImage method) (catalyst.contrib.datasets.cifar.CIFAR10 method) (catalyst.contrib.datasets.cifar.CIFAR100 method) (catalyst.contrib.datasets.imagenette.Imagenette method) (catalyst.contrib.datasets.imagenette.Imagenette160 method) (catalyst.contrib.datasets.imagenette.Imagenette320 method) (catalyst.contrib.datasets.imagewang.Imagewang method) (catalyst.contrib.datasets.imagewang.Imagewang160 method) (catalyst.contrib.datasets.imagewang.Imagewang320 method) (catalyst.contrib.datasets.Imagewoof160 method) (catalyst.contrib.datasets.Imagewoof320 method) (catalyst.contrib.datasets.mnist.MNIST method) (catalyst.contrib.datasets.movielens.MovieLens method) (catalyst.contrib.layers.se.cSE method) (catalyst.contrib.layers.se.scSE method) (catalyst.contrib.layers.se.sSE method) (catalyst.contrib.losses.circle.CircleLoss method) (catalyst.contrib.losses.contrastive.BarlowTwinsLoss method) (catalyst.contrib.losses.dice.DiceLoss method) (catalyst.contrib.losses.focal.FocalLossBinary method) (catalyst.contrib.losses.focal.FocalLossMultiClass method) (catalyst.contrib.losses.iou.IoULoss method) (catalyst.contrib.losses.ntxent.NTXentLoss method) (catalyst.contrib.losses.regression.HuberLossV0 method) (catalyst.contrib.losses.supervised_contrastive.SupervisedContrastiveLoss method) (catalyst.contrib.losses.trevsky.FocalTrevskyLoss method) (catalyst.contrib.losses.trevsky.TrevskyLoss method) (catalyst.contrib.losses.triplet.TripletMarginLossWithSampler method) (catalyst.contrib.optimizers.adamp.AdamP method) (catalyst.contrib.optimizers.lamb.Lamb method) (catalyst.contrib.optimizers.lookahead.Lookahead method) (catalyst.contrib.optimizers.qhadamw.QHAdamW method) (catalyst.contrib.optimizers.radam.RAdam method) (catalyst.contrib.optimizers.ralamb.Ralamb method) (catalyst.contrib.optimizers.sgdp.SGDP method) (catalyst.contrib.schedulers.onecycle.OneCycleLRWithWarmup method) (catalyst.core.callback.Callback method) (catalyst.core.callback.CallbackWrapper method) (catalyst.metrics._accumulative.AccumulativeMetric method) (catalyst.metrics._additive.AdditiveMetric method) (catalyst.metrics._metric.ICallbackBatchMetric method) (catalyst.metrics._metric.ICallbackLoaderMetric method) (catalyst.metrics._metric.IMetric method) (catalyst.runners.runner.Runner method) (catalyst.runners.supervised.ISupervisedRunner method) (catalyst.runners.supervised.SupervisedRunner method) A AccumulativeMetric (class in catalyst.metrics._accumulative) accuracy() (in module catalyst.metrics.functional._accuracy) AccuracyCallback (class in catalyst.callbacks.metrics.accuracy) AccuracyMetric (class in catalyst.metrics._accuracy) AdaCos (class in catalyst.contrib.layers.cosface) AdamP (class in catalyst.contrib.optimizers.adamp) AdaptiveHingeLoss (class in catalyst.contrib.losses.recsys) AdditiveMetric (class in catalyst.metrics._additive) all_gather() (in module catalyst.utils.distributed) AllTripletsSampler (class in catalyst.contrib.data.sampler_inbatch) AMSoftmax (class in catalyst.contrib.layers.amsoftmax) any2device() (in module catalyst.utils.torch) ArcFace (class in catalyst.contrib.layers.arcface) ArcMarginProduct (class in catalyst.contrib.layers.arcmargin) auc() (in module catalyst.metrics.functional._auc) AUCCallback (class in catalyst.callbacks.metrics.auc) AUCMetric (class in catalyst.metrics._auc) average_precision() (in module catalyst.metrics.functional._average_precision) B Backward (catalyst.core.callback.CallbackOrder attribute) backward (catalyst.core.callback.CallbackOrder attribute) BackwardCallback (class in catalyst.callbacks.backward) BalanceBatchSampler (class in catalyst.contrib.data.sampler) BalanceClassSampler (class in catalyst.data.sampler) BarlowTwinsLoss (class in catalyst.contrib.losses.contrastive) batch_size (catalyst.contrib.data.sampler.BalanceBatchSampler property) BatchBalanceClassSampler (class in catalyst.data.sampler) batches_in_epoch (catalyst.contrib.data.sampler.BalanceBatchSampler property) BatchLimitLoaderWrapper (class in catalyst.data.loader) BatchMetricCallback (class in catalyst.callbacks.metric) BatchOverfitCallback (class in catalyst.callbacks.batch_overfit) BatchPrefetchLoaderWrapper (class in catalyst.data.loader) BatchTransformCallback (class in catalyst.callbacks.batch_transform) binary_auc() (in module catalyst.metrics.functional._auc) binary_average_precision() (in module catalyst.metrics.functional._average_precision) BinaryPrecisionRecallF1Metric (class in catalyst.metrics._classification) boolean_flag() (in module catalyst.utils.misc) BPRLoss (class in catalyst.contrib.losses.recsys) C Callback (class in catalyst.core.callback) CallbackOrder (class in catalyst.core.callback) CallbackWrapper (class in catalyst.core.callback) catalyst.callbacks module catalyst.callbacks.metrics module catalyst.contrib.data module catalyst.contrib.datasets module catalyst.contrib.layers.softmax module catalyst.contrib.utils.image module catalyst.contrib.utils.report module catalyst.contrib.utils.thresholds module catalyst.contrib.utils.visualization module catalyst.core module catalyst.metrics module catalyst.metrics.functional._accuracy module catalyst.metrics.functional._auc module catalyst.metrics.functional._average_precision module catalyst.metrics.functional._classification module catalyst.metrics.functional._cmc_score module catalyst.metrics.functional._f1_score module catalyst.metrics.functional._focal module catalyst.metrics.functional._hitrate module catalyst.metrics.functional._misc module catalyst.metrics.functional._mrr module catalyst.metrics.functional._ndcg module catalyst.metrics.functional._precision module catalyst.metrics.functional._r2_squared module catalyst.metrics.functional._recall module catalyst.metrics.functional._segmentation module catalyst.utils.config module catalyst.utils.distributed module catalyst.utils.misc module catalyst.utils.onnx module catalyst.utils.pruning module catalyst.utils.quantization module catalyst.utils.torch module catalyst.utils.tracing module check_consistent_length() (in module catalyst.metrics.functional._misc) Checkpoint (catalyst.core.callback.CallbackOrder attribute) checkpoint (catalyst.core.callback.CallbackOrder attribute) CheckpointCallback (class in catalyst.callbacks.checkpoint) CheckRunCallback (class in catalyst.callbacks.misc) CIFAR10 (class in catalyst.contrib.datasets.cifar) CIFAR100 (class in catalyst.contrib.datasets.cifar) CircleLoss (class in catalyst.contrib.losses.circle) cleanup() (catalyst.core.engine.Engine method) close_log() (catalyst.core.logger.ILogger method) cmc_score() (in module catalyst.metrics.functional._cmc_score) cmc_score_count() (in module catalyst.metrics.functional._cmc_score) CMCMetric (class in catalyst.metrics._cmc_score) CMCScoreCallback (class in catalyst.callbacks.metrics.cmc_score) CometLogger (class in catalyst.loggers.comet) Compose (class in catalyst.contrib.data.transforms) compute() (catalyst.metrics._accumulative.AccumulativeMetric method) (catalyst.metrics._additive.AdditiveMetric method) (catalyst.metrics._metric.IMetric method) compute_key_value() (catalyst.metrics._accumulative.AccumulativeMetric method) (catalyst.metrics._metric.ICallbackBatchMetric method) (catalyst.metrics._metric.ICallbackLoaderMetric method) ConfusionMatrixCallback (class in catalyst.callbacks.metrics.confusion_matrix) ConfusionMatrixMetric (class in catalyst.metrics._confusion_matrix) ConsoleLogger (class in catalyst.loggers.console) ControlFlowCallbackWrapper (class in catalyst.callbacks.control_flow) CosFace (class in catalyst.contrib.layers.cosface) CPUEngine (class in catalyst.engines.torch) CriterionCallback (class in catalyst.callbacks.criterion) cSE (class in catalyst.contrib.layers.se) CSVLogger (class in catalyst.loggers.csv) CurricularFace (class in catalyst.contrib.layers.curricularface) D DataParallelEngine (class in catalyst.engines.torch) DatasetFromSampler (class in catalyst.data.dataset) dcg() (in module catalyst.metrics.functional._ndcg) ddp_reduce() (in module catalyst.utils.distributed) dice() (in module catalyst.metrics.functional._segmentation) DiceCallback (class in catalyst.callbacks.metrics.segmentation) DiceLoss (class in catalyst.contrib.losses.dice) DiceMetric (class in catalyst.metrics._segmentation) DistributedDataParallelEngine (class in catalyst.engines.torch) DistributedSamplerWrapper (class in catalyst.data.sampler) DistributedXLAEngine (class in catalyst.engines.torch) DynamicBalanceClassSampler (class in catalyst.contrib.data.sampler) (class in catalyst.data.sampler) E EarlyStoppingCallback (class in catalyst.callbacks.misc) Engine (class in catalyst.core.engine) evaluate_loader() (catalyst.runners.runner.Runner method) External (catalyst.core.callback.CallbackOrder attribute) external (catalyst.core.callback.CallbackOrder attribute) extra_repr() (catalyst.contrib.layers.factorized.FactorizedLinear method) F f1_score() (in module catalyst.metrics.functional._f1_score) f1score() (in module catalyst.metrics.functional._classification) FactorizedLinear (class in catalyst.contrib.layers.factorized) fbeta_score() (in module catalyst.metrics.functional._f1_score) flatten_dict() (in module catalyst.utils.misc) flush_log() (catalyst.core.logger.ILogger method) FocalLossBinary (class in catalyst.contrib.losses.focal) FocalLossMultiClass (class in catalyst.contrib.losses.focal) FocalTrevskyLoss (class in catalyst.contrib.losses.trevsky) forward() (catalyst.contrib.layers.amsoftmax.AMSoftmax method) (catalyst.contrib.layers.arcface.ArcFace method) (catalyst.contrib.layers.arcface.SubCenterArcFace method) (catalyst.contrib.layers.arcmargin.ArcMarginProduct method) (catalyst.contrib.layers.cosface.AdaCos method) (catalyst.contrib.layers.cosface.CosFace method) (catalyst.contrib.layers.curricularface.CurricularFace method) (catalyst.contrib.layers.factorized.FactorizedLinear method) (catalyst.contrib.layers.softmax.SoftMax method) (catalyst.contrib.losses.recsys.AdaptiveHingeLoss method) (catalyst.contrib.losses.recsys.BPRLoss method) (catalyst.contrib.losses.recsys.HingeLoss method) (catalyst.contrib.losses.recsys.LogisticLoss method) (catalyst.contrib.losses.recsys.RocStarLoss method) (catalyst.contrib.losses.recsys.WARPLoss method) (catalyst.contrib.losses.regression.HuberLossV0 method) (catalyst.contrib.losses.regression.RSquareLoss method) (catalyst.runners.supervised.ISupervisedRunner method) FunctionalBatchMetric (class in catalyst.metrics._functional_metric) FunctionalLoaderMetric (class in catalyst.metrics._functional_metric) FunctionalMetricCallback (class in catalyst.callbacks.metrics.functional_metric) G get_aggregated_metrics() (in module catalyst.metrics.functional._classification) get_attr() (in module catalyst.utils.misc) get_available_engine() (in module catalyst.utils.torch) get_available_gpus() (in module catalyst.utils.torch) get_backend() (in module catalyst.utils.distributed) get_baseline_thresholds() (in module catalyst.contrib.utils.thresholds) get_best_multiclass_thresholds() (in module catalyst.contrib.utils.thresholds) get_best_multilabel_thresholds() (in module catalyst.contrib.utils.thresholds) get_binary_metrics() (in module catalyst.metrics.functional._classification) get_binary_statistics() (in module catalyst.metrics.functional._misc) get_binary_threshold() (in module catalyst.contrib.utils.thresholds) get_binary_threshold_cv() (in module catalyst.contrib.utils.thresholds) get_by_keys() (in module catalyst.utils.misc) get_callbacks() (catalyst.core.runner.IRunner method) (catalyst.runners.runner.Runner method) (catalyst.runners.supervised.SupervisedRunner method) get_classification_report() (in module catalyst.contrib.utils.report) get_criterion() (catalyst.core.runner.IRunner method) (catalyst.runners.runner.Runner method) get_default_topk() (in module catalyst.metrics.functional._misc) get_device() (in module catalyst.utils.torch) get_engine() (catalyst.core.runner.IRunner method) (catalyst.runners.runner.Runner method) get_hash() (in module catalyst.utils.misc) get_loaders() (catalyst.core.runner.IRunner method) (catalyst.runners.runner.Runner method) get_loggers() (catalyst.core.runner.IRunner method) (catalyst.runners.runner.Runner method) get_model() (catalyst.core.runner.IRunner method) (catalyst.runners.runner.Runner method) get_multiclass_statistics() (in module catalyst.metrics.functional._misc) get_multiclass_thresholds() (in module catalyst.contrib.utils.thresholds) get_multiclass_thresholds_greedy() (in module catalyst.contrib.utils.thresholds) get_multilabel_statistics() (in module catalyst.metrics.functional._misc) get_multilabel_thresholds() (in module catalyst.contrib.utils.thresholds) get_multilabel_thresholds_cv() (in module catalyst.contrib.utils.thresholds) get_multilabel_thresholds_greedy() (in module catalyst.contrib.utils.thresholds) get_nn_from_ddp_module() (in module catalyst.utils.distributed) get_optimizer() (catalyst.core.runner.IRunner method) (catalyst.runners.runner.Runner method) get_optimizer_momentum() (in module catalyst.utils.torch) get_optimizer_momentum_list() (in module catalyst.utils.torch) get_pruning_fn() (in module catalyst.utils.pruning) get_rank() (in module catalyst.utils.distributed) get_requires_grad() (in module catalyst.utils.torch) get_scheduler() (catalyst.core.runner.IRunner method) (catalyst.runners.runner.Runner method) get_segmentation_statistics() (in module catalyst.metrics.functional._segmentation) get_short_hash() (in module catalyst.utils.misc) get_thresholds_greedy() (in module catalyst.contrib.utils.thresholds) get_utcnow_time() (in module catalyst.utils.misc) get_world_size() (in module catalyst.utils.distributed) GPUEngine (class in catalyst.engines.torch) H handle_batch() (catalyst.core.runner.IRunner method) (catalyst.runners.supervised.ISupervisedRunner method) HardClusterSampler (class in catalyst.contrib.data.sampler_inbatch) HardTripletsSampler (class in catalyst.contrib.data.sampler_inbatch) has_image_extension() (in module catalyst.contrib.utils.image) HingeLoss (class in catalyst.contrib.losses.recsys) hitrate() (in module catalyst.metrics.functional._hitrate) HitrateCallback (class in catalyst.callbacks.metrics.recsys) HitrateMetric (class in catalyst.metrics._hitrate) hparams (catalyst.core.runner.IRunner property) (catalyst.runners.runner.Runner property) HuberLossV0 (class in catalyst.contrib.losses.regression) I ICallback (class in catalyst.core.callback) ICallbackBatchMetric (class in catalyst.metrics._metric) ICallbackLoaderMetric (class in catalyst.metrics._metric) ILogger (class in catalyst.core.logger) Imagenette (class in catalyst.contrib.datasets.imagenette) Imagenette160 (class in catalyst.contrib.datasets.imagenette) Imagenette320 (class in catalyst.contrib.datasets.imagenette) ImageToTensor (class in catalyst.contrib.data.transforms) Imagewang (class in catalyst.contrib.datasets.imagewang) Imagewang160 (class in catalyst.contrib.datasets.imagewang) Imagewang320 (class in catalyst.contrib.datasets.imagewang) imagewoof (in module catalyst.contrib.datasets) Imagewoof160 (class in catalyst.contrib.datasets) Imagewoof320 (class in catalyst.contrib.datasets) IMetric (class in catalyst.metrics._metric) imread() (in module catalyst.contrib.utils.image) imsave() (in module catalyst.contrib.utils.image) imwrite() (in module catalyst.contrib.utils.image) InBatchTripletsSampler (class in catalyst.contrib.data.sampler_inbatch) Internal (catalyst.core.callback.CallbackOrder attribute) internal (catalyst.core.callback.CallbackOrder attribute) iou() (in module catalyst.metrics.functional._segmentation) IOUCallback (class in catalyst.callbacks.metrics.segmentation) IoULoss (class in catalyst.contrib.losses.iou) IOUMetric (class in catalyst.metrics._segmentation) IRunner (class in catalyst.core.runner) IRunnerError (class in catalyst.core.runner) is_ddp (catalyst.core.engine.Engine property) ISupervisedRunner (class in catalyst.runners.supervised) L Lamb (class in catalyst.contrib.optimizers.lamb) load_config() (in module catalyst.utils.config) LoaderMetricCallback (class in catalyst.callbacks.metric) log_artifact() (catalyst.core.logger.ILogger method) log_batch_metrics (catalyst.core.logger.ILogger property) log_epoch_metrics (catalyst.core.logger.ILogger property) log_hparams() (catalyst.core.logger.ILogger method) (catalyst.core.runner.IRunner method) log_image() (catalyst.core.logger.ILogger method) (catalyst.core.runner.IRunner method) log_metrics() (catalyst.core.logger.ILogger method) (catalyst.core.runner.IRunner method) logger (catalyst.core.logger.ILogger property) LogisticLoss (class in catalyst.contrib.losses.recsys) Lookahead (class in catalyst.contrib.optimizers.lookahead) LRFinder (class in catalyst.callbacks.scheduler) M make_tuple() (in module catalyst.utils.misc) MAPCallback (class in catalyst.callbacks.metrics.recsys) MAPMetric (class in catalyst.metrics._map) masked_cmc_score() (in module catalyst.metrics.functional._cmc_score) maybe_recursive_call() (in module catalyst.utils.misc) mean_average_precision() (in module catalyst.metrics.functional._average_precision) mean_reduce() (in module catalyst.utils.distributed) mean_reduce_ddp_metrics() (catalyst.core.engine.Engine method) merge_dicts() (in module catalyst.utils.misc) Metric (catalyst.core.callback.CallbackOrder attribute) metric (catalyst.core.callback.CallbackOrder attribute) metric_aggregation (catalyst.core.callback.CallbackOrder attribute) MetricAggregation (catalyst.core.callback.CallbackOrder attribute) MetricAggregationCallback (class in catalyst.callbacks.metric_aggregation) mimread() (in module catalyst.contrib.utils.image) MiniEpochSampler (class in catalyst.data.sampler) mixup_batch() (in module catalyst.utils.torch) MixupCallback (class in catalyst.callbacks.mixup) MLflowLogger (class in catalyst.loggers.mlflow) MNIST (class in catalyst.contrib.datasets.mnist) module catalyst.callbacks catalyst.callbacks.metrics catalyst.contrib.data catalyst.contrib.datasets catalyst.contrib.layers.softmax catalyst.contrib.utils.image catalyst.contrib.utils.report catalyst.contrib.utils.thresholds catalyst.contrib.utils.visualization catalyst.core catalyst.metrics catalyst.metrics.functional._accuracy catalyst.metrics.functional._auc catalyst.metrics.functional._average_precision catalyst.metrics.functional._classification catalyst.metrics.functional._cmc_score catalyst.metrics.functional._f1_score catalyst.metrics.functional._focal catalyst.metrics.functional._hitrate catalyst.metrics.functional._misc catalyst.metrics.functional._mrr catalyst.metrics.functional._ndcg catalyst.metrics.functional._precision catalyst.metrics.functional._r2_squared catalyst.metrics.functional._recall catalyst.metrics.functional._segmentation catalyst.utils.config catalyst.utils.distributed catalyst.utils.misc catalyst.utils.onnx catalyst.utils.pruning catalyst.utils.quantization catalyst.utils.torch catalyst.utils.tracing MovieLens (class in catalyst.contrib.datasets.movielens) mrr() (in module catalyst.metrics.functional._mrr) MRRCallback (class in catalyst.callbacks.metrics.recsys) MRRMetric (class in catalyst.metrics._mrr) MulticlassPrecisionRecallF1SupportMetric (class in catalyst.metrics._classification) multilabel_accuracy() (in module catalyst.metrics.functional._accuracy) MultilabelAccuracyCallback (class in catalyst.callbacks.metrics.accuracy) MultilabelAccuracyMetric (class in catalyst.metrics._accuracy) MultilabelPrecisionRecallF1SupportCallback (class in catalyst.callbacks.metrics.classification) MultilabelPrecisionRecallF1SupportMetric (class in catalyst.metrics._classification) N ndcg() (in module catalyst.metrics.functional._ndcg) NDCGCallback (class in catalyst.callbacks.metrics.recsys) NDCGMetric (class in catalyst.metrics._ndcg) NeptuneLogger (class in catalyst.loggers.neptune) NormalizeImage (class in catalyst.contrib.data.transforms) NTXentLoss (class in catalyst.contrib.losses.ntxent) num_epochs (catalyst.core.runner.IRunner property) (catalyst.runners.runner.Runner property) O on_batch_end() (catalyst.core.callback.ICallback method) on_batch_start() (catalyst.core.callback.ICallback method) on_epoch_end() (catalyst.core.callback.ICallback method) on_epoch_end_best() (catalyst.callbacks.checkpoint.CheckpointCallback method) on_epoch_end_last() (catalyst.callbacks.checkpoint.CheckpointCallback method) on_epoch_start() (catalyst.core.callback.ICallback method) on_exception() (catalyst.callbacks.misc.TqdmCallback method) (catalyst.core.callback.CallbackWrapper method) (catalyst.core.callback.ICallback method) on_experiment_end() (catalyst.core.callback.ICallback method) on_experiment_start() (catalyst.core.callback.ICallback method) on_loader_end() (catalyst.core.callback.ICallback method) on_loader_start() (catalyst.core.callback.ICallback method) OneCycleLRWithWarmup (class in catalyst.contrib.schedulers.onecycle) onnx_export() (in module catalyst.utils.onnx) Optimizer (catalyst.core.callback.CallbackOrder attribute) optimizer (catalyst.core.callback.CallbackOrder attribute) OptimizerCallback (class in catalyst.callbacks.optimizer) OptunaPruningCallback (class in catalyst.callbacks.optuna) P pairwise() (in module catalyst.utils.misc) PeriodicLoaderCallback (class in catalyst.callbacks.periodic_loader) plot_confusion_matrix() (in module catalyst.contrib.utils.visualization) precision() (in module catalyst.metrics.functional._classification) (in module catalyst.metrics.functional._precision) precision_recall_fbeta_support() (in module catalyst.metrics.functional._classification) PrecisionRecallF1SupportCallback (class in catalyst.callbacks.metrics.classification) predict_batch() (catalyst.runners.runner.Runner method) (catalyst.runners.supervised.SupervisedRunner method) predict_loader() (catalyst.runners.runner.Runner method) prepare_cudnn() (in module catalyst.utils.torch) process_multilabel_components() (in module catalyst.metrics.functional._misc) process_recsys_components() (in module catalyst.metrics.functional._misc) ProfilerCallback (class in catalyst.callbacks.profiler) prune_model() (in module catalyst.utils.pruning) Q QHAdamW (class in catalyst.contrib.optimizers.qhadamw) quantize_model() (in module catalyst.utils.quantization) quantize_onnx_model() (in module catalyst.utils.onnx) R r2_squared() (in module catalyst.metrics.functional._r2_squared) R2Squared (class in catalyst.metrics._r2_squared) R2SquaredCallback (class in catalyst.callbacks.metrics.r2_squared) RAdam (class in catalyst.contrib.optimizers.radam) Ralamb (class in catalyst.contrib.optimizers.ralamb) recall() (in module catalyst.metrics.functional._classification) (in module catalyst.metrics.functional._recall) reciprocal_rank() (in module catalyst.metrics.functional._mrr) reduced_focal_loss() (in module catalyst.metrics.functional._focal) RegionBasedMetric (class in catalyst.metrics._segmentation) ReidCMCMetric (class in catalyst.metrics._cmc_score) ReidCMCScoreCallback (class in catalyst.callbacks.metrics.cmc_score) remove_reparametrization() (in module catalyst.utils.pruning) render_figure_to_array() (in module catalyst.contrib.utils.visualization) reset() (catalyst.metrics._accumulative.AccumulativeMetric method) (catalyst.metrics._additive.AdditiveMetric method) (catalyst.metrics._metric.ICallbackLoaderMetric method) (catalyst.metrics._metric.IMetric method) RocStarLoss (class in catalyst.contrib.losses.recsys) RSquareLoss (class in catalyst.contrib.losses.regression) run() (catalyst.core.runner.IRunner method) Runner (class in catalyst.runners.runner) S sample() (catalyst.contrib.data.sampler_inbatch.HardClusterSampler method) (catalyst.contrib.data.sampler_inbatch.InBatchTripletsSampler method) save_config() (in module catalyst.utils.config) Scheduler (catalyst.core.callback.CallbackOrder attribute) scheduler (catalyst.core.callback.CallbackOrder attribute) SchedulerCallback (class in catalyst.callbacks.scheduler) scSE (class in catalyst.contrib.layers.se) seed (catalyst.core.runner.IRunner property) (catalyst.runners.runner.Runner property) SelfSupervisedDatasetWrapper (class in catalyst.data.dataset) set_global_seed() (in module catalyst.utils.misc) set_optimizer_momentum() (in module catalyst.utils.torch) set_requires_grad() (in module catalyst.utils.torch) setup() (catalyst.core.engine.Engine method) SGDP (class in catalyst.contrib.optimizers.sgdp) sigmoid_focal_loss() (in module catalyst.metrics.functional._focal) SklearnBatchCallback (class in catalyst.callbacks.metrics.scikit_learn) SklearnLoaderCallback (class in catalyst.callbacks.metrics.scikit_learn) SklearnModelCallback (class in catalyst.callbacks.sklearn_model) soft_update() (in module catalyst.utils.torch) SoftMax (class in catalyst.contrib.layers.softmax) spawn() (catalyst.core.engine.Engine method) sSE (class in catalyst.contrib.layers.se) SubCenterArcFace (class in catalyst.contrib.layers.arcface) sum_reduce() (in module catalyst.utils.distributed) SupervisedContrastiveLoss (class in catalyst.contrib.losses.supervised_contrastive) SupervisedRunner (class in catalyst.runners.supervised) T TensorboardLogger (class in catalyst.loggers.tensorboard) TimerCallback (class in catalyst.callbacks.misc) TopKMetric (class in catalyst.metrics._topk_metric) TqdmCallback (class in catalyst.callbacks.misc) trace_model() (in module catalyst.utils.tracing) train() (catalyst.runners.runner.Runner method) training (catalyst.contrib.layers.amsoftmax.AMSoftmax attribute) (catalyst.contrib.layers.arcface.ArcFace attribute) (catalyst.contrib.layers.arcface.SubCenterArcFace attribute) (catalyst.contrib.layers.arcmargin.ArcMarginProduct attribute) (catalyst.contrib.layers.cosface.AdaCos attribute) (catalyst.contrib.layers.cosface.CosFace attribute) (catalyst.contrib.layers.curricularface.CurricularFace attribute) (catalyst.contrib.layers.factorized.FactorizedLinear attribute) (catalyst.contrib.layers.softmax.SoftMax attribute) (catalyst.contrib.losses.recsys.AdaptiveHingeLoss attribute) (catalyst.contrib.losses.recsys.BPRLoss attribute) (catalyst.contrib.losses.recsys.HingeLoss attribute) (catalyst.contrib.losses.recsys.LogisticLoss attribute) (catalyst.contrib.losses.recsys.RocStarLoss attribute) (catalyst.contrib.losses.recsys.WARPLoss attribute) (catalyst.contrib.losses.regression.HuberLossV0 attribute) (catalyst.contrib.losses.regression.RSquareLoss attribute) trevsky() (in module catalyst.metrics.functional._segmentation) TrevskyCallback (class in catalyst.callbacks.metrics.segmentation) TrevskyLoss (class in catalyst.contrib.losses.trevsky) TrevskyMetric (class in catalyst.metrics._segmentation) TripletMarginLossWithSampler (class in catalyst.contrib.losses.triplet) U update() (catalyst.metrics._accumulative.AccumulativeMetric method) (catalyst.metrics._additive.AdditiveMetric method) (catalyst.metrics._metric.ICallbackLoaderMetric method) (catalyst.metrics._metric.IMetric method) update_key_value() (catalyst.metrics._metric.ICallbackBatchMetric method) W WandbLogger (class in catalyst.loggers.wandb) WARPLoss (class in catalyst.contrib.losses.recsys)