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Mergernet 0 documentation
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Mergernet 0 documentation

Contents:

  • API Reference
    • mergernet.core
      • mergernet.core.constants
      • mergernet.core.experiment
        • mergernet.core.experiment.backup_model
        • Experiment
      • mergernet.core.hp
        • CategoricalHyperParameter
        • ConstantHyperParameter
        • FloatHyperParameter
        • HP
        • HyperParameter
        • HyperParameterSet
        • IntHyperParameter
      • mergernet.core.logging
        • mergernet.core.logging.configure_root_logger
      • mergernet.core.utils
        • mergernet.core.utils.array_fallback
        • mergernet.core.utils.compress_files
        • mergernet.core.utils.compress_fits
        • mergernet.core.utils.deep_update
        • mergernet.core.utils.execute_posix_command
        • mergernet.core.utils.extract_files
        • mergernet.core.utils.extract_iauname_from_path
        • mergernet.core.utils.find_by_value
        • mergernet.core.utils.heading
        • mergernet.core.utils.iauname
        • mergernet.core.utils.iauname_path
        • mergernet.core.utils.install_linux_package
        • mergernet.core.utils.load_image
        • mergernet.core.utils.load_table
        • mergernet.core.utils.not_in
        • mergernet.core.utils.save_image
        • mergernet.core.utils.save_table
        • mergernet.core.utils.serialize
        • mergernet.core.utils.unique_path
        • CachedDataFrame
        • SingletonMeta
        • Timming
        • classproperty
    • mergernet.data
      • mergernet.data.dataset
        • Dataset
        • TFRDataset
      • mergernet.data.dataset_config
        • DatasetConfig
        • DatasetRegistry
        • GoogleDriveResource
        • HTTPResource
      • mergernet.data.image
        • mergernet.data.image.asinh_map
        • mergernet.data.image.asinh_map2
        • ChannelAverage
        • Crop
        • ImagePipeline
        • ImageTransform
        • LegacyRGB
        • LuptonRGB
        • TensorToImage
        • TensorToShards
      • mergernet.data.kfold
        • DistributionKFold
        • StratifiedDistributionKFold
      • mergernet.data.match
        • CrossMatch
        • CrossMatchResult
        • XTable
      • mergernet.data.preprocessing
        • mergernet.data.preprocessing.load_jpg
        • mergernet.data.preprocessing.load_jpg_with_label
        • mergernet.data.preprocessing.load_png
        • mergernet.data.preprocessing.load_png_with_label
        • mergernet.data.preprocessing.normalize_rgb
        • mergernet.data.preprocessing.one_hot_factory
        • mergernet.data.preprocessing.standardize_rgb
      • mergernet.data.rgb
        • RGB
      • mergernet.data.sanitization
        • DatasetSanitization
      • mergernet.data.schemas
        • Darg
        • GZ1
        • GZDecals5
      • mergernet.data.trilogy
        • mergernet.data.trilogy.RGB2im
        • mergernet.data.trilogy.adjust_saturation
        • mergernet.data.trilogy.da
        • mergernet.data.trilogy.get_clip
        • mergernet.data.trilogy.get_levels
        • mergernet.data.trilogy.imscale
        • mergernet.data.trilogy.meanstd
        • mergernet.data.trilogy.rms
        • mergernet.data.trilogy.satK2m
        • mergernet.data.trilogy.setLevel
        • MakeImg
    • mergernet.estimators
      • mergernet.estimators.automl
        • OptunaEstimator
      • mergernet.estimators.base
        • Estimator
        • EstimatorConfig
        • EstimatorRegistry
      • mergernet.estimators.decals
        • ZoobotEstimator
      • mergernet.estimators.parametric
        • ParametricEstimator
    • mergernet.jobs
      • mergernet.jobs.j001
        • Job
      • mergernet.jobs.j002
        • Job
      • mergernet.jobs.j005
        • Job
      • mergernet.jobs.j006
        • Job
      • mergernet.jobs.j007
        • Job
      • mergernet.jobs.j008
        • Job
      • mergernet.jobs.j009
        • Job
      • mergernet.jobs.j010
        • Job
      • mergernet.jobs.j011
        • Job
      • mergernet.jobs.j021
        • Job
      • mergernet.jobs.j022
        • Job
      • mergernet.jobs.j023
        • Job
      • mergernet.jobs.j024
        • Job
      • mergernet.jobs.j025
        • Job
      • mergernet.jobs.j026
        • Job
      • mergernet.jobs.j027
        • Job
      • mergernet.jobs.j028
        • Job
      • mergernet.jobs.j029
        • Job
      • mergernet.jobs.j030
        • Job
    • mergernet.model
      • mergernet.model.automl
        • mergernet.model.automl.optuna_train
      • mergernet.model.baseline
        • mergernet.model.baseline.finetune_train
      • mergernet.model.callbacks
        • DeltaStopping
        • PruneCallback
        • SaveBestTrialCallback
        • TFKerasPruningCallback
        • WandbGraphicsCallback
      • mergernet.model.inference
        • Predictor
      • mergernet.model.utils
        • mergernet.model.utils.get_conv_arch
        • mergernet.model.utils.history_to_dataframe
        • mergernet.model.utils.load_model
        • mergernet.model.utils.set_trainable_state
        • mergernet.model.utils.setup_seeds
    • mergernet.services
      • mergernet.services.github
        • GithubService
      • mergernet.services.google
        • GDrive
      • mergernet.services.imaging
        • ImagingService
      • mergernet.services.legacy
        • LegacyService
      • mergernet.services.sciserver
        • SciServer
      • mergernet.services.sdss
        • SloanService
      • mergernet.services.splus
        • mergernet.services.splus.update_authorization
        • ImageType
        • SplusService
      • mergernet.services.tap
        • TapService
      • mergernet.services.tensorboard
        • TensorboardService
      • mergernet.services.utils
        • mergernet.services.utils.append_query_params
        • mergernet.services.utils.batch_download_file
        • mergernet.services.utils.download_file
        • mergernet.services.utils.parallel_function_executor
    • mergernet.visualization
      • mergernet.visualization.plot
        • mergernet.visualization.plot.color_color
        • mergernet.visualization.plot.conf_matrix
        • mergernet.visualization.plot.data_distribution
        • mergernet.visualization.plot.mag_class_distribution
        • mergernet.visualization.plot.object_position
        • mergernet.visualization.plot.roc
        • mergernet.visualization.plot.train_metrics
        • Serie
  • Experiments
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mergernet.model.callbacks#

Classes

DeltaStopping

PruneCallback

SaveBestTrialCallback

TFKerasPruningCallback

tf.keras callback to prune unpromising trials.

WandbGraphicsCallback

Next
DeltaStopping
Previous
mergernet.model.baseline.finetune_train
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