All modules for which code is available

• catalyst.callbacks.batch_overfit
• catalyst.callbacks.checkpoint
• catalyst.callbacks.control_flow
• catalyst.callbacks.criterion
• catalyst.callbacks.early_stop
• catalyst.callbacks.exception
• catalyst.callbacks.logging
• catalyst.callbacks.metric
• catalyst.callbacks.metrics.accuracy
• catalyst.callbacks.metrics.auc
• catalyst.callbacks.metrics.cmc_score
• catalyst.callbacks.metrics.dice
• catalyst.callbacks.metrics.f1_score
• catalyst.callbacks.metrics.iou
• catalyst.callbacks.metrics.mrr
• catalyst.callbacks.metrics.ppv_tpr_f1
• catalyst.callbacks.metrics.precision
• catalyst.callbacks.optimizer
• catalyst.callbacks.periodic_loader
• catalyst.callbacks.pruning
• catalyst.callbacks.quantization
• catalyst.callbacks.scheduler
• catalyst.callbacks.timer
• catalyst.callbacks.tracing
• catalyst.callbacks.validation
• catalyst.contrib.callbacks.alchemy_logger
• catalyst.contrib.callbacks.confusion_matrix_logger
• catalyst.contrib.callbacks.cutmix_callback
• catalyst.contrib.callbacks.gradnorm_logger
• catalyst.contrib.callbacks.inference_callback
• catalyst.contrib.callbacks.knn_metric
• catalyst.contrib.callbacks.kornia_transform
• catalyst.contrib.callbacks.mask_inference
• catalyst.contrib.callbacks.mixup_callback
• catalyst.contrib.callbacks.neptune_logger
• catalyst.contrib.callbacks.optuna_callback
• catalyst.contrib.callbacks.perplexity_metric
• catalyst.contrib.callbacks.telegram_logger
• catalyst.contrib.callbacks.wandb_logger
• catalyst.contrib.datasets.cv.fastai
• catalyst.contrib.datasets.cv.imagenette
• catalyst.contrib.datasets.cv.imagewang
• catalyst.contrib.datasets.cv.imagewoof
• catalyst.contrib.datasets.mnist
• catalyst.contrib.datasets.movielens
• catalyst.contrib.models.cv.segmentation.fpn
• catalyst.contrib.models.cv.segmentation.linknet
• catalyst.contrib.models.cv.segmentation.psp
• catalyst.contrib.models.cv.segmentation.unet
• catalyst.contrib.nn.criterion.ce
• catalyst.contrib.nn.criterion.circle
• catalyst.contrib.nn.criterion.contrastive
• catalyst.contrib.nn.criterion.dice
• catalyst.contrib.nn.criterion.focal
• catalyst.contrib.nn.criterion.gan
• catalyst.contrib.nn.criterion.huber
• catalyst.contrib.nn.criterion.iou
• catalyst.contrib.nn.criterion.lovasz
• catalyst.contrib.nn.criterion.margin
• catalyst.contrib.nn.criterion.triplet
• catalyst.contrib.nn.criterion.wing
• catalyst.contrib.nn.modules.arcface
• catalyst.contrib.nn.modules.arcmargin
• catalyst.contrib.nn.modules.common
• catalyst.contrib.nn.modules.cosface
• catalyst.contrib.nn.modules.lama
• catalyst.contrib.nn.modules.pooling
• catalyst.contrib.nn.modules.rms_norm
• catalyst.contrib.nn.modules.se
• catalyst.contrib.nn.modules.softmax
• catalyst.contrib.nn.optimizers.adamp
• catalyst.contrib.nn.optimizers.lamb
• catalyst.contrib.nn.optimizers.lookahead
• catalyst.contrib.nn.optimizers.qhadamw
• catalyst.contrib.nn.optimizers.radam
• catalyst.contrib.nn.optimizers.ralamb
• catalyst.contrib.nn.optimizers.sgdp
• catalyst.contrib.nn.schedulers.base
• catalyst.contrib.nn.schedulers.onecycle
• catalyst.contrib.tools.tensorboard
• catalyst.contrib.utils.argparse
• catalyst.contrib.utils.confusion_matrix
• catalyst.contrib.utils.cv.image
• catalyst.contrib.utils.cv.tensor
• catalyst.contrib.utils.dataset
• catalyst.contrib.utils.misc
• catalyst.contrib.utils.nlp.text
• catalyst.contrib.utils.pandas
• catalyst.contrib.utils.parallel
• catalyst.contrib.utils.plotly
• catalyst.contrib.utils.serialization
• catalyst.contrib.utils.visualization
• catalyst.core.callback
• catalyst.core.experiment
• catalyst.core.legacy
• catalyst.core.runner
• catalyst.data.augmentor
• catalyst.data.collate_fn
• catalyst.data.cv.dataset
• catalyst.data.cv.mixins.blur
• catalyst.data.cv.mixins.flare
• catalyst.data.cv.mixins.rotate
• catalyst.data.cv.reader
• catalyst.data.cv.transforms.albumentations
• catalyst.data.cv.transforms.torch
• catalyst.data.dataset.metric_learning
• catalyst.data.dataset.torch
• catalyst.data.loader
• catalyst.data.nlp.dataset.language_modeling
• catalyst.data.nlp.dataset.text_classification
• catalyst.data.reader
• catalyst.data.sampler
• catalyst.data.sampler_inbatch
• catalyst.experiments.config
• catalyst.experiments.experiment
• catalyst.experiments.supervised
• catalyst.metrics.accuracy
• catalyst.metrics.auc
• catalyst.metrics.cmc_score
• catalyst.metrics.dice
• catalyst.metrics.f1_score
• catalyst.metrics.focal
• catalyst.metrics.functional
• catalyst.metrics.iou
• catalyst.metrics.mrr
• catalyst.metrics.precision
• catalyst.registry.registry
• catalyst.runners.runner
• catalyst.runners.supervised
• catalyst.settings
• catalyst.tools.frozen_class
• catalyst.tools.meters.apmeter
• catalyst.tools.meters.aucmeter
• catalyst.tools.meters.averagevaluemeter
• catalyst.tools.meters.classerrormeter
• catalyst.tools.meters.confusionmeter
• catalyst.tools.meters.mapmeter
• catalyst.tools.meters.meter
• catalyst.tools.meters.movingaveragevaluemeter
• catalyst.tools.meters.msemeter
• catalyst.tools.meters.ppv_tpr_f1_meter
• catalyst.tools.time_manager
• catalyst.utils.checkpoint
• catalyst.utils.components
• catalyst.utils.config
• catalyst.utils.distributed
• catalyst.utils.hash
• catalyst.utils.initialization
• catalyst.utils.loaders
• catalyst.utils.misc
• catalyst.utils.numpy
• catalyst.utils.parser
• catalyst.utils.pipelines
• catalyst.utils.pruning
• catalyst.utils.quantization
• catalyst.utils.scripts
• catalyst.utils.seed
• catalyst.utils.sys
• catalyst.utils.torch
• catalyst.utils.tracing
• catalyst.utils.wizard
• torch.nn.modules.module
• torch.optim.lr_scheduler
• torch.optim.optimizer
• torch.utils.data.dataset