trw¶
Subpackages¶
trw.archtrw.callbackstrw.callbacks.callbacktrw.callbacks.callback_debug_processestrw.callbacks.callback_early_stoppingtrw.callbacks.callback_epoch_summarytrw.callbacks.callback_explain_decisiontrw.callbacks.callback_export_classification_reporttrw.callbacks.callback_export_convolution_kerneltrw.callbacks.callback_export_historytrw.callbacks.callback_learning_rate_findertrw.callbacks.callback_learning_rate_recordertrw.callbacks.callback_profilertrw.callbacks.callback_reporting_augmentationstrw.callbacks.callback_reporting_best_metricstrw.callbacks.callback_reporting_classification_errorstrw.callbacks.callback_reporting_dataset_summarytrw.callbacks.callback_reporting_epoch_summarytrw.callbacks.callback_reporting_export_samplestrw.callbacks.callback_reporting_layer_statisticstrw.callbacks.callback_reporting_layer_weightstrw.callbacks.callback_reporting_learning_rate_recordertrw.callbacks.callback_reporting_model_summarytrw.callbacks.callback_reporting_start_servertrw.callbacks.callback_save_last_modeltrw.callbacks.callback_skip_epochtrw.callbacks.callback_tensorboardtrw.callbacks.callback_tensorboard_embeddingtrw.callbacks.callback_tensorboard_record_historytrw.callbacks.callback_tensorboard_record_modeltrw.callbacks.callback_worst_samples_by_epochtrw.callbacks.callback_zip_sources
trw.datasetstrw.datasets.cifar10trw.datasets.cityscapestrw.datasets.cyclegantrw.datasets.dataset_fake_symbolstrw.datasets.dataset_fake_symbols_2dtrw.datasets.dataset_fake_symbols_3dtrw.datasets.facadestrw.datasets.medical_decathlontrw.datasets.mnisttrw.datasets.mnist_clutteredtrw.datasets.name_nationalitytrw.datasets.tiny_imagenettrw.datasets.utilstrw.datasets.voc
trw.hparamstrw.layerstrw.layers.autoencoder_convolutionaltrw.layers.autoencoder_convolutional_variationaltrw.layers.autoencoder_convolutional_variational_conditionaltrw.layers.backbone_decodertrw.layers.blockstrw.layers.convstrw.layers.convs_2dtrw.layers.convs_3dtrw.layers.convs_transposetrw.layers.crop_or_padtrw.layers.deep_supervisiontrw.layers.densestrw.layers.efficient_nettrw.layers.encoder_decoder_resnettrw.layers.fcnntrw.layers.flattentrw.layers.gantrw.layers.layer_configtrw.layers.non_localtrw.layers.ops_conversiontrw.layers.resnet_preacttrw.layers.shift_scaletrw.layers.sub_tensortrw.layers.unet_attentiontrw.layers.unet_basetrw.layers.utils
trw.reportingtrw.reporting.bokeh_uitrw.reporting.data_categorytrw.reporting.exporttrw.reporting.maintrw.reporting.normalize_datatrw.reporting.reporting_bokehtrw.reporting.reporting_bokeh_graphtrw.reporting.reporting_bokeh_samplestrw.reporting.reporting_bokeh_tabs_dynamic_datatrw.reporting.reporting_bokeh_tabs_dynamic_headertrw.reporting.table_sqlite
trw.simple_layerstrw.traintrw.train.analysis_plotstrw.train.collatetrw.train.compatibilitytrw.train.data_parallel_extentedtrw.train.filter_gaussiantrw.train.grad_camtrw.train.graph_reflectiontrw.train.guided_back_propagationtrw.train.integrated_gradientstrw.train.job_executor2trw.train.lossestrw.train.meaningful_perturbationtrw.train.metricstrw.train.optimizer_clippingtrw.train.optimizerstrw.train.optimizers_v2trw.train.optionstrw.train.outputs_trwtrw.train.sample_exporttrw.train.samplertrw.train.sequencetrw.train.sequence_adaptortrw.train.sequence_arraytrw.train.sequence_async_reservoirtrw.train.sequence_batchtrw.train.sequence_collatetrw.train.sequence_maptrw.train.sequence_max_samplestrw.train.sequence_rebatchtrw.train.sequence_sub_batchtrw.train.trainertrw.train.trainer_v2trw.train.utilities
trw.transformstrw.transforms.affinetrw.transforms.copytrw.transforms.croptrw.transforms.cutout_functiontrw.transforms.deformtrw.transforms.fliptrw.transforms.normalizetrw.transforms.renormalizetrw.transforms.resampletrw.transforms.resizetrw.transforms.spatial_infotrw.transforms.stacktrw.transforms.transform_move_to_devicetrw.transforms.transformstrw.transforms.transforms_affinetrw.transforms.transforms_casttrw.transforms.transforms_composetrw.transforms.transforms_normalize_intensitytrw.transforms.transforms_one_oftrw.transforms.transforms_random_crop_padtrw.transforms.transforms_random_crop_resizetrw.transforms.transforms_random_cutouttrw.transforms.transforms_random_deformationtrw.transforms.transforms_random_fliptrw.transforms.transforms_resampletrw.transforms.transforms_resizetrw.transforms.transforms_resize_modulo_pad_croptrw.transforms.transforms_squeezetrw.transforms.transforms_unsqueeze
trw.utils
Submodules¶
Package Contents¶
- trw.__author__ = Civodlu¶
- trw.__description__ = Train, test, debug and optimize PyTorch models¶
- trw.__email__ = civodlu@gmail.com¶
- trw.__license__ = MIT¶
- trw.__name__ = trw¶
- trw.__url__ = https://github.com/civodlu/trw¶
- trw.__version__ = 0.1.0¶