API
- batchflow
- Index
- DatasetIndex
DatasetIndexDatasetIndex.build_index()DatasetIndex.build_pos()DatasetIndex.calc_split()DatasetIndex.concat()DatasetIndex.create_batch()DatasetIndex.create_subset()DatasetIndex.from_index()DatasetIndex.gen_batch()DatasetIndex.get_default_iter_params()DatasetIndex.get_pos()DatasetIndex.indexDatasetIndex.indicesDatasetIndex.is_splitDatasetIndex.next_batch()DatasetIndex.reset()DatasetIndex.reset_iter()DatasetIndex.shuffle()DatasetIndex.sizeDatasetIndex.split()DatasetIndex.subset_by_pos()
- FilesIndex
- DatasetIndex
- Dataset
- Batch
BatchBatch.add_components()Batch.apply_defaultsBatch.apply_parallel()Batch.array_of_nonesBatch.as_dataset()Batch.componentsBatch.create_attrs()Batch.dataBatch.data_setterBatch.datasetBatch.deepcopy()Batch.do_nothing()Batch.dump()Batch.from_data()Batch.get()Batch.get_attrs()Batch.get_errors()Batch.indicesBatch.itemsBatch.load()Batch.merge()Batch.merge_component()Batch.pipelineBatch.randomBatch.random_seedBatch.run_once()Batch.save()Batch.sizeBatch.to_array()
- ImagesBatch
ImagesBatchImagesBatch.add()ImagesBatch.add_components()ImagesBatch.additive_noise()ImagesBatch.apply_defaultsImagesBatch.apply_parallel()ImagesBatch.array_of_nonesImagesBatch.as_dataset()ImagesBatch.clip()ImagesBatch.componentsImagesBatch.create_attrs()ImagesBatch.crop()ImagesBatch.cutout()ImagesBatch.dataImagesBatch.data_setterImagesBatch.datasetImagesBatch.deepcopy()ImagesBatch.do_nothing()ImagesBatch.dump()ImagesBatch.elastic_transform()ImagesBatch.enhance()ImagesBatch.filter()ImagesBatch.flip()ImagesBatch.from_data()ImagesBatch.get()ImagesBatch.get_attrs()ImagesBatch.get_errors()ImagesBatch.image_shapeImagesBatch.indicesImagesBatch.invert()ImagesBatch.itemsImagesBatch.load()ImagesBatch.merge()ImagesBatch.merge_component()ImagesBatch.multiplicative_noise()ImagesBatch.multiply()ImagesBatch.pad()ImagesBatch.pil_convert()ImagesBatch.pipelineImagesBatch.posterize()ImagesBatch.put_on_background()ImagesBatch.randomImagesBatch.random_seedImagesBatch.resize()ImagesBatch.rotate()ImagesBatch.run_once()ImagesBatch.salt()ImagesBatch.save()ImagesBatch.scale()ImagesBatch.shift()ImagesBatch.sizeImagesBatch.split_to_patches()ImagesBatch.to_array()ImagesBatch.to_pil()ImagesBatch.transform()
ImagesBatch._calc_origin()
- Pipeline
PipelinePipeline.acquire_lock()Pipeline.add_namespace()Pipeline.append_pipeline()Pipeline.assign_variable()Pipeline.call()Pipeline.concat()Pipeline.create_batch()Pipeline.del_variable()Pipeline.delete_all_variables()Pipeline.delete_variable()Pipeline.discard_batch()Pipeline.execute_for()Pipeline.from_pipeline()Pipeline.gather_metrics()Pipeline.gen_batch()Pipeline.gen_rebatch()Pipeline.get_action_name()Pipeline.get_last_action_proba()Pipeline.get_last_action_repeat()Pipeline.get_method()Pipeline.get_model_by_name()Pipeline.get_variable()Pipeline.has_variable()Pipeline.import_model()Pipeline.indexPipeline.indicesPipeline.init_lock()Pipeline.init_model()Pipeline.init_variable()Pipeline.init_variables()Pipeline.is_method_from_ns()Pipeline.join()Pipeline.load_model()Pipeline.load_model_now()Pipeline.load_model_once()Pipeline.m()Pipeline.merge()Pipeline.modelPipeline.next_batch()Pipeline.num_actionsPipeline.predict_model()Pipeline.print()Pipeline.profile_infoPipeline.randomPipeline.random_seedPipeline.rebatch()Pipeline.release_lock()Pipeline.repr()Pipeline.reset()Pipeline.run()Pipeline.run_later()Pipeline.run_now()Pipeline.save_model()Pipeline.save_model_now()Pipeline.save_model_once()Pipeline.save_to()Pipeline.set_config()Pipeline.set_dataset()Pipeline.set_variable()Pipeline.show_profile_info()Pipeline.train_model()Pipeline.update()Pipeline.update_config()Pipeline.update_variable()Pipeline.v()
- Once pipeline
- Named expressions
- Sampler
arithmetize()SamplerOrSamplerAndSamplerApplySamplerTruncateSamplerWeightedSamplerBaseOperationSamplerAddSamplerMulSamplerTruedivSamplerSubSamplerPowSamplerFloordivSamplerModSamplerRAddSamplerRMulSamplerRTruedivSamplerRSubSamplerRPowSamplerRFloordivSamplerRModSamplerConstantSamplerNumpySamplerScipySamplerHistoSamplercart_prod()
- Decorators
- Exceptions
- Utilities
- Index
- batchflow.opensets
- batchflow.models
- dataset.models.metrics
- Metrics
- ClassificationMetrics
ClassificationMetricsClassificationMetrics.accuracy()ClassificationMetrics.append()ClassificationMetrics.condition_negative()ClassificationMetrics.condition_positive()ClassificationMetrics.confusion_matrixClassificationMetrics.copy()ClassificationMetrics.diagnostics_odds_ratio()ClassificationMetrics.f1_score()ClassificationMetrics.false_discovery_rate()ClassificationMetrics.false_negative()ClassificationMetrics.false_negative_rate()ClassificationMetrics.false_omission_rate()ClassificationMetrics.false_positive()ClassificationMetrics.false_positive_rate()ClassificationMetrics.free()ClassificationMetrics.jaccard()ClassificationMetrics.negative_likelihood_ratio()ClassificationMetrics.negative_predictive_value()ClassificationMetrics.one_hot()ClassificationMetrics.plot_confusion_matrix()ClassificationMetrics.positive_likelihood_ratio()ClassificationMetrics.positive_predictive_value()ClassificationMetrics.prediction_negative()ClassificationMetrics.prediction_positive()ClassificationMetrics.prevalence()ClassificationMetrics.total_population()ClassificationMetrics.true_negative()ClassificationMetrics.true_negative_rate()ClassificationMetrics.true_positive()ClassificationMetrics.true_positive_rate()ClassificationMetrics.update()
- SegmentationMetricsByPixels
- SegmentationMetricsByInstances
- batchflow.models.torch
BaseModelSklearnModel
- dataset.models.metrics
- batchflow.research