rail.estimation namespace

rail.estimation

• rail.estimation.summarizer module
  • CatSummarizer
    • CatSummarizer.entrypoint_function
    • CatSummarizer.inputs
    • CatSummarizer.name
    • CatSummarizer.outputs
    • CatSummarizer.summarize()
  • PZSummarizer
    • PZSummarizer.entrypoint_function
    • PZSummarizer.inputs
    • PZSummarizer.name
    • PZSummarizer.outputs
    • PZSummarizer.summarize()
  • SZPZSummarizer
    • SZPZSummarizer.__init__()
    • SZPZSummarizer.entrypoint_function
    • SZPZSummarizer.inputs
    • SZPZSummarizer.name
    • SZPZSummarizer.outputs
    • SZPZSummarizer.summarize()
• rail.estimation.estimator module
  • CatEstimator
    • CatEstimator.__init__()
    • CatEstimator.default_distribution_type()
    • CatEstimator.entrypoint_function
    • CatEstimator.estimate()
    • CatEstimator.inputs
    • CatEstimator.name
    • CatEstimator.outputs
    • CatEstimator.run()
  • PzEstimator
    • PzEstimator.__init__()
    • PzEstimator.entrypoint_function
    • PzEstimator.estimate()
    • PzEstimator.inputs
    • PzEstimator.name
    • PzEstimator.outputs
    • PzEstimator.run()
• rail.estimation.algos namespace
  • rail.estimation.algos.gaussian_pz module
    • GaussianPzEstimator
      • GaussianPzEstimator.entrypoint_function
      • GaussianPzEstimator.interactive_function
      • GaussianPzEstimator.name
    • GaussianPzInformer
      • GaussianPzInformer.entrypoint_function
      • GaussianPzInformer.interactive_function
      • GaussianPzInformer.name
  • rail.estimation.algos.flexzboost module
    • FlexZBoostEstimator
      • FlexZBoostEstimator.__init__()
      • FlexZBoostEstimator.entrypoint_function
      • FlexZBoostEstimator.interactive_function
      • FlexZBoostEstimator.name
    • FlexZBoostInformer
      • FlexZBoostInformer.__init__()
      • FlexZBoostInformer.divide_array()
      • FlexZBoostInformer.entrypoint_function
      • FlexZBoostInformer.interactive_function
      • FlexZBoostInformer.name
      • FlexZBoostInformer.run()
      • FlexZBoostInformer.split_data()
    • make_color_data()
  • rail.estimation.algos.somoclu_som module
    • SOMocluInformer
      • SOMocluInformer.__init__()
      • SOMocluInformer.entrypoint_function
      • SOMocluInformer.interactive_function
      • SOMocluInformer.name
      • SOMocluInformer.run()
    • SOMocluSummarizer
      • SOMocluSummarizer.__init__()
      • SOMocluSummarizer.entrypoint_function
      • SOMocluSummarizer.get_som_coordinates()
      • SOMocluSummarizer.interactive_function
      • SOMocluSummarizer.name
      • SOMocluSummarizer.outputs
      • SOMocluSummarizer.replace_non_detections()
      • SOMocluSummarizer.run()
      • SOMocluSummarizer.set_weight_column()
    • get_bmus()
    • plot_som()
  • rail.estimation.algos.equal_count module
    • EqualCountClassifier
      • EqualCountClassifier.entrypoint_function
      • EqualCountClassifier.interactive_function
      • EqualCountClassifier.name
      • EqualCountClassifier.outputs
      • EqualCountClassifier.run()
  • rail.estimation.algos.lephare module
    • LephareEstimator
      • LephareEstimator.__init__()
      • LephareEstimator.entrypoint_function
      • LephareEstimator.interactive_function
      • LephareEstimator.name
      • LephareEstimator.open_model()
    • LephareInformer
      • LephareInformer.__init__()
      • LephareInformer.entrypoint_function
      • LephareInformer.interactive_function
      • LephareInformer.name
      • LephareInformer.run()
      • LephareInformer.validate()
  • rail.estimation.algos.point_est_hist module
    • PointEstHistInformer
      • PointEstHistInformer.entrypoint_function
      • PointEstHistInformer.interactive_function
      • PointEstHistInformer.name
    • PointEstHistMaskedSummarizer
      • PointEstHistMaskedSummarizer.entrypoint_function
      • PointEstHistMaskedSummarizer.inputs
      • PointEstHistMaskedSummarizer.interactive_function
      • PointEstHistMaskedSummarizer.name
      • PointEstHistMaskedSummarizer.outputs
      • PointEstHistMaskedSummarizer.summarize()
    • PointEstHistSummarizer
      • PointEstHistSummarizer.__init__()
      • PointEstHistSummarizer.entrypoint_function
      • PointEstHistSummarizer.inputs
      • PointEstHistSummarizer.interactive_function
      • PointEstHistSummarizer.name
      • PointEstHistSummarizer.outputs
      • PointEstHistSummarizer.run()
  • rail.estimation.algos.train_z module
    • TrainZEstimator
      • TrainZEstimator.__init__()
      • TrainZEstimator.entrypoint_function
      • TrainZEstimator.interactive_function
      • TrainZEstimator.name
      • TrainZEstimator.open_model()
    • TrainZInformer
      • TrainZInformer.entrypoint_function
      • TrainZInformer.interactive_function
      • TrainZInformer.name
      • TrainZInformer.run()
      • TrainZInformer.validate()
    • trainZmodel
      • trainZmodel.__init__()
  • rail.estimation.algos.pzflow_nf module
    • PZFlowEstimator
      • PZFlowEstimator.__init__()
      • PZFlowEstimator.entrypoint_function
      • PZFlowEstimator.inputs
      • PZFlowEstimator.interactive_function
      • PZFlowEstimator.name
    • PZFlowInformer
      • PZFlowInformer.__init__()
      • PZFlowInformer.entrypoint_function
      • PZFlowInformer.interactive_function
      • PZFlowInformer.name
      • PZFlowInformer.outputs
      • PZFlowInformer.run()
    • computemeanstd()
  • rail.estimation.algos.cc_yaw module
    • YawAutoCorrelate
      • YawAutoCorrelate.algo_parameters
      • YawAutoCorrelate.correlate()
      • YawAutoCorrelate.entrypoint_function
      • YawAutoCorrelate.inputs
      • YawAutoCorrelate.interactive_function
      • YawAutoCorrelate.name
      • YawAutoCorrelate.outputs
      • YawAutoCorrelate.run()
    • YawCacheCreate
      • YawCacheCreate.algo_parameters
      • YawCacheCreate.create()
      • YawCacheCreate.entrypoint_function
      • YawCacheCreate.inputs
      • YawCacheCreate.interactive_function
      • YawCacheCreate.name
      • YawCacheCreate.outputs
      • YawCacheCreate.run()
    • YawCrossCorrelate
      • YawCrossCorrelate.algo_parameters
      • YawCrossCorrelate.correlate()
      • YawCrossCorrelate.entrypoint_function
      • YawCrossCorrelate.inputs
      • YawCrossCorrelate.interactive_function
      • YawCrossCorrelate.name
      • YawCrossCorrelate.outputs
      • YawCrossCorrelate.run()
    • YawSummarize
      • YawSummarize.algo_parameters
      • YawSummarize.entrypoint_function
      • YawSummarize.inputs
      • YawSummarize.interactive_function
      • YawSummarize.name
      • YawSummarize.outputs
      • YawSummarize.run()
      • YawSummarize.summarize()
    • create_yaw_cache_alias()
  • rail.estimation.algos.dnf module
    • DNFEstimator
      • DNFEstimator.__init__()
      • DNFEstimator.entrypoint_function
      • DNFEstimator.interactive_function
      • DNFEstimator.name
      • DNFEstimator.open_model()
    • DNFInformer
      • DNFInformer.__init__()
      • DNFInformer.entrypoint_function
      • DNFInformer.interactive_function
      • DNFInformer.name
      • DNFInformer.run()
    • compute_angular_distance()
    • compute_directional_distance()
    • compute_euclidean_distance()
    • compute_pdfs()
    • compute_pdfs_fit()
    • compute_photoz_fit()
    • compute_photoz_mean_routliers()
    • dnf_photometric_redshift()
    • manage_nan()
    • metric_computation()
    • preselection()
    • validate_columns()
  • rail.estimation.algos.random_forest module
    • RandomForestClassifier
      • RandomForestClassifier.entrypoint_function
      • RandomForestClassifier.interactive_function
      • RandomForestClassifier.name
      • RandomForestClassifier.open_model()
      • RandomForestClassifier.outputs
      • RandomForestClassifier.run()
    • RandomForestInformer
      • RandomForestInformer.entrypoint_function
      • RandomForestInformer.interactive_function
      • RandomForestInformer.name
      • RandomForestInformer.outputs
      • RandomForestInformer.run()
    • randomForestmodel
      • randomForestmodel.__init__()
  • rail.estimation.algos.bpz_lite module
    • BPZliteEstimator
      • BPZliteEstimator.__init__()
      • BPZliteEstimator.entrypoint_function
      • BPZliteEstimator.interactive_function
      • BPZliteEstimator.name
      • BPZliteEstimator.open_model()
    • BPZliteInformer
      • BPZliteInformer.__init__()
      • BPZliteInformer.entrypoint_function
      • BPZliteInformer.interactive_function
      • BPZliteInformer.name
      • BPZliteInformer.run()
    • nzfunc()
  • rail.estimation.algos.var_inf module
    • VarInfStackInformer
      • VarInfStackInformer.entrypoint_function
      • VarInfStackInformer.interactive_function
      • VarInfStackInformer.name
    • VarInfStackSummarizer
      • VarInfStackSummarizer.__init__()
      • VarInfStackSummarizer.entrypoint_function
      • VarInfStackSummarizer.inputs
      • VarInfStackSummarizer.interactive_function
      • VarInfStackSummarizer.name
      • VarInfStackSummarizer.outputs
      • VarInfStackSummarizer.run()
      • VarInfStackSummarizer.summarize()
  • rail.estimation.algos.minisom_som module
    • MiniSOMInformer
      • MiniSOMInformer.__init__()
      • MiniSOMInformer.entrypoint_function
      • MiniSOMInformer.interactive_function
      • MiniSOMInformer.name
      • MiniSOMInformer.run()
    • MiniSOMSummarizer
      • MiniSOMSummarizer.__init__()
      • MiniSOMSummarizer.entrypoint_function
      • MiniSOMSummarizer.interactive_function
      • MiniSOMSummarizer.name
      • MiniSOMSummarizer.outputs
      • MiniSOMSummarizer.run()
  • rail.estimation.algos.nz_dir module
    • NZDirInformer
      • NZDirInformer.bands
      • NZDirInformer.default_usecols
      • NZDirInformer.entrypoint_function
      • NZDirInformer.interactive_function
      • NZDirInformer.name
      • NZDirInformer.run()
    • NZDirSummarizer
      • NZDirSummarizer.__init__()
      • NZDirSummarizer.bands
      • NZDirSummarizer.default_usecols
      • NZDirSummarizer.entrypoint_function
      • NZDirSummarizer.initialize_handle()
      • NZDirSummarizer.interactive_function
      • NZDirSummarizer.join_histograms()
      • NZDirSummarizer.name
      • NZDirSummarizer.open_model()
      • NZDirSummarizer.outputs
      • NZDirSummarizer.run()
  • rail.estimation.algos.true_nz module
    • TrueNZHistogrammer
      • TrueNZHistogrammer.__init__()
      • TrueNZHistogrammer.entrypoint_function
      • TrueNZHistogrammer.histogram()
      • TrueNZHistogrammer.inputs
      • TrueNZHistogrammer.interactive_function
      • TrueNZHistogrammer.name
      • TrueNZHistogrammer.outputs
      • TrueNZHistogrammer.run()
  • rail.estimation.algos.gpz module
    • GPzEstimator
      • GPzEstimator.__init__()
      • GPzEstimator.entrypoint_function
      • GPzEstimator.interactive_function
      • GPzEstimator.name
    • GPzInformer
      • GPzInformer.__init__()
      • GPzInformer.entrypoint_function
      • GPzInformer.interactive_function
      • GPzInformer.name
      • GPzInformer.run()
  • rail.estimation.algos.sklearn_neurnet module
    • SklNeurNetEstimator
      • SklNeurNetEstimator.__init__()
      • SklNeurNetEstimator.entrypoint_function
      • SklNeurNetEstimator.interactive_function
      • SklNeurNetEstimator.name
    • SklNeurNetInformer
      • SklNeurNetInformer.__init__()
      • SklNeurNetInformer.entrypoint_function
      • SklNeurNetInformer.interactive_function
      • SklNeurNetInformer.name
      • SklNeurNetInformer.run()
    • make_color_data()
    • regularize_data()
  • rail.estimation.algos.k_nearneigh module
    • KNearNeighEstimator
      • KNearNeighEstimator.__init__()
      • KNearNeighEstimator.entrypoint_function
      • KNearNeighEstimator.interactive_function
      • KNearNeighEstimator.name
      • KNearNeighEstimator.open_model()
    • KNearNeighInformer
      • KNearNeighInformer.__init__()
      • KNearNeighInformer.entrypoint_function
      • KNearNeighInformer.interactive_function
      • KNearNeighInformer.name
      • KNearNeighInformer.run()
  • rail.estimation.algos.uniform_binning module
    • UniformBinningClassifier
      • UniformBinningClassifier.entrypoint_function
      • UniformBinningClassifier.interactive_function
      • UniformBinningClassifier.name
      • UniformBinningClassifier.outputs
  • rail.estimation.algos.naive_stack module
    • NaiveStackInformer
      • NaiveStackInformer.entrypoint_function
      • NaiveStackInformer.interactive_function
      • NaiveStackInformer.name
    • NaiveStackMaskedSummarizer
      • NaiveStackMaskedSummarizer.entrypoint_function
      • NaiveStackMaskedSummarizer.inputs
      • NaiveStackMaskedSummarizer.interactive_function
      • NaiveStackMaskedSummarizer.name
      • NaiveStackMaskedSummarizer.outputs
      • NaiveStackMaskedSummarizer.summarize()
    • NaiveStackSummarizer
      • NaiveStackSummarizer.__init__()
      • NaiveStackSummarizer.entrypoint_function
      • NaiveStackSummarizer.inputs
      • NaiveStackSummarizer.interactive_function
      • NaiveStackSummarizer.name
      • NaiveStackSummarizer.outputs
      • NaiveStackSummarizer.run()
      • NaiveStackSummarizer.summarize()
  • rail.estimation.algos.cmnn module
    • CMNNEstimator
      • CMNNEstimator.__init__()
      • CMNNEstimator.entrypoint_function
      • CMNNEstimator.interactive_function
      • CMNNEstimator.name
      • CMNNEstimator.open_model()
    • CMNNInformer
      • CMNNInformer.__init__()
      • CMNNInformer.entrypoint_function
      • CMNNInformer.interactive_function
      • CMNNInformer.name
      • CMNNInformer.run()
  • rail.estimation.algos.random_gauss module
    • RandomGaussEstimator
      • RandomGaussEstimator.__init__()
      • RandomGaussEstimator.entrypoint_function
      • RandomGaussEstimator.inputs
      • RandomGaussEstimator.interactive_function
      • RandomGaussEstimator.name
      • RandomGaussEstimator.validate()
    • RandomGaussInformer
      • RandomGaussInformer.entrypoint_function
      • RandomGaussInformer.interactive_function
      • RandomGaussInformer.name
      • RandomGaussInformer.run()
• rail.estimation.classifier module
  • CatClassifier
    • CatClassifier.__init__()
    • CatClassifier.classify()
    • CatClassifier.entrypoint_function
    • CatClassifier.inputs
    • CatClassifier.name
    • CatClassifier.outputs
  • PZClassifier
    • PZClassifier.__init__()
    • PZClassifier.classify()
    • PZClassifier.entrypoint_function
    • PZClassifier.inputs
    • PZClassifier.name
    • PZClassifier.outputs
    • PZClassifier.run()
• rail.estimation.informer module
  • CatInformer
    • CatInformer.__init__()
    • CatInformer.entrypoint_function
    • CatInformer.inform()
    • CatInformer.inputs
    • CatInformer.name
    • CatInformer.outputs
  • PzInformer
    • PzInformer.__init__()
    • PzInformer.entrypoint_function
    • PzInformer.inform()
    • PzInformer.inputs
    • PzInformer.name
    • PzInformer.outputs
    • PzInformer.run()