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minerva documentation
minerva documentation

Contents

  • Installation
  • Getting Started
  • Minerva Design
  • Examples and Tutorials
    • Getting Started with Minerva for Seismic Facies Segmentation
    • Getting Started with Minerva for Human Activity Recognition
    • Minerva Experimental Pipeline
  • Contributing to Minerva
  • Programming Reference
    • minerva
      • minerva.analysis
        • minerva.analysis.clustering_analysis
        • minerva.analysis.complexity_performance_analysis
        • minerva.analysis.metrics
          • minerva.analysis.metrics.balanced_accuracy
          • minerva.analysis.metrics.pixel_accuracy
        • minerva.analysis.model_analysis
      • minerva.cli
        • minerva.cli.experiment
      • minerva.data
        • minerva.data.data_module_tools
        • minerva.data.data_modules
          • minerva.data.data_modules.base
          • minerva.data.data_modules.datamodule_descriptor
          • minerva.data.data_modules.har
          • minerva.data.data_modules.har_rodrigues_24
          • minerva.data.data_modules.har_xu_23
        • minerva.data.datasets
          • minerva.data.datasets.base
          • minerva.data.datasets.binary_tree_subset
          • minerva.data.datasets.context_dataset
          • minerva.data.datasets.har_rodrigues_24
          • minerva.data.datasets.har_xu_23
          • minerva.data.datasets.series_dataset
        • minerva.data.readers
          • minerva.data.readers.base_file_iterator
          • minerva.data.readers.csv_reader
          • minerva.data.readers.index_reader
          • minerva.data.readers.mdio_reader
          • minerva.data.readers.multi_reader
          • minerva.data.readers.numpy_reader
          • minerva.data.readers.patched_array_reader
          • minerva.data.readers.png_reader
          • minerva.data.readers.reader
          • minerva.data.readers.tabular_reader
          • minerva.data.readers.text_reader
          • minerva.data.readers.tiff_reader
          • minerva.data.readers.zarr_reader
      • minerva.losses
        • minerva.losses._functional
        • minerva.losses.batchwise_barlowtwins_loss
        • minerva.losses.dice
        • minerva.losses.negative_cossine_similatiry
        • minerva.losses.ntxent_loss_poly
        • minerva.losses.topological_loss
        • minerva.losses.weighted_dice_loss
        • minerva.losses.xtent_loss
      • minerva.models
        • minerva.models.adapters
        • minerva.models.finetune_adapters
        • minerva.models.loaders
        • minerva.models.nets
          • minerva.models.nets.base
          • minerva.models.nets.classic_ml_pipeline
          • minerva.models.nets.conv_autoencoders_encoders
          • minerva.models.nets.cpc_networks
          • minerva.models.nets.dcnn
          • minerva.models.nets.diet_linear
          • minerva.models.nets.lfr_har_architectures
          • minerva.models.nets.mlp
          • minerva.models.nets.siamese_network_wrapper
          • minerva.models.nets.tfc
          • minerva.models.nets.tnc
        • minerva.models.ssl
          • minerva.models.ssl.autoencoder
          • minerva.models.ssl.barlowtwins
          • minerva.models.ssl.byol
          • minerva.models.ssl.cpc
          • minerva.models.ssl.diet
          • minerva.models.ssl.fastsiam
          • minerva.models.ssl.lfr
          • minerva.models.ssl.simclr
          • minerva.models.ssl.simsiam
          • minerva.models.ssl.tfc
          • minerva.models.ssl.tnc
          • minerva.models.ssl.topological_autoencoder
          • minerva.models.ssl.vitmae
      • minerva.optimizers
        • minerva.optimizers.lars
        • minerva.optimizers.lr_schedulers
      • minerva.pipelines
        • minerva.pipelines.base
        • minerva.pipelines.experiment
        • minerva.pipelines.lightning_pipeline
      • minerva.samplers
        • minerva.samplers.domain_sampler
      • minerva.transforms
        • minerva.transforms.activity_image
        • minerva.transforms.context_transform
        • minerva.transforms.moco_augmentations
        • minerva.transforms.random_transform
        • minerva.transforms.split_transform
        • minerva.transforms.tfc
        • minerva.transforms.transform
      • minerva.utils
        • minerva.utils.deprecated
        • minerva.utils.instantiators
        • minerva.utils.output
        • minerva.utils.position_embedding
        • minerva.utils.string_ops
        • minerva.utils.tensor
        • minerva.utils.typing
        • minerva.utils.upsample
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minerva.analysis¶

Submodules¶

  • minerva.analysis.clustering_analysis
  • minerva.analysis.complexity_performance_analysis
  • minerva.analysis.metrics
  • minerva.analysis.model_analysis
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